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cloud_security/cloud_compliance.py

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+
+def verify_cloud_compliance(config):
+    print(f"Verifying cloud compliance for configuration: {config}")
+    return {"compliant": True, "violations": []}
+
+if __name__ == "__main__":
+    compliance_results = verify_cloud_compliance({"cloud_provider": "AWS", "encryption_enabled": True})
+    print(f"Compliance Results: {compliance_results}")

color-convert/CHANGELOG.md

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+# 1.0.0 - 2016-01-07
+
+- Removed: unused speed test
+- Added: Automatic routing between previously unsupported conversions
+([#27](https://github.com/Qix-/color-convert/pull/27))
+- Removed: `xxx2xxx()` and `xxx2xxxRaw()` functions
+([#27](https://github.com/Qix-/color-convert/pull/27))
+- Removed: `convert()` class
+([#27](https://github.com/Qix-/color-convert/pull/27))
+- Changed: all functions to lookup dictionary
+([#27](https://github.com/Qix-/color-convert/pull/27))
+- Changed: `ansi` to `ansi256`
+([#27](https://github.com/Qix-/color-convert/pull/27))
+- Fixed: argument grouping for functions requiring only one argument
+([#27](https://github.com/Qix-/color-convert/pull/27))
+
+# 0.6.0 - 2015-07-23
+
+- Added: methods to handle
+[ANSI](https://en.wikipedia.org/wiki/ANSI_escape_code#Colors) 16/256 colors:
+  - rgb2ansi16
+  - rgb2ansi
+  - hsl2ansi16
+  - hsl2ansi
+  - hsv2ansi16
+  - hsv2ansi
+  - hwb2ansi16
+  - hwb2ansi
+  - cmyk2ansi16
+  - cmyk2ansi
+  - keyword2ansi16
+  - keyword2ansi
+  - ansi162rgb
+  - ansi162hsl
+  - ansi162hsv
+  - ansi162hwb
+  - ansi162cmyk
+  - ansi162keyword
+  - ansi2rgb
+  - ansi2hsl
+  - ansi2hsv
+  - ansi2hwb
+  - ansi2cmyk
+  - ansi2keyword
+([#18](https://github.com/harthur/color-convert/pull/18))
+
+# 0.5.3 - 2015-06-02
+
+- Fixed: hsl2hsv does not return `NaN` anymore when using `[0,0,0]`
+([#15](https://github.com/harthur/color-convert/issues/15))
+
+---
+
+Check out commit logs for older releases

color-convert/LICENSE

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+Copyright (c) 2011-2016 Heather Arthur <fayearthur@gmail.com>
+
+Permission is hereby granted, free of charge, to any person obtaining
+a copy of this software and associated documentation files (the
+"Software"), to deal in the Software without restriction, including
+without limitation the rights to use, copy, modify, merge, publish,
+distribute, sublicense, and/or sell copies of the Software, and to
+permit persons to whom the Software is furnished to do so, subject to
+the following conditions:
+
+The above copyright notice and this permission notice shall be
+included in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
+WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+

color-convert/conversions.js

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+/* MIT license */
+/* eslint-disable no-mixed-operators */
+const cssKeywords = require('color-name');
+
+// NOTE: conversions should only return primitive values (i.e. arrays, or
+//       values that give correct `typeof` results).
+//       do not use box values types (i.e. Number(), String(), etc.)
+
+const reverseKeywords = {};
+for (const key of Object.keys(cssKeywords)) {
+	reverseKeywords[cssKeywords[key]] = key;
+}
+
+const convert = {
+	rgb: {channels: 3, labels: 'rgb'},
+	hsl: {channels: 3, labels: 'hsl'},
+	hsv: {channels: 3, labels: 'hsv'},
+	hwb: {channels: 3, labels: 'hwb'},
+	cmyk: {channels: 4, labels: 'cmyk'},
+	xyz: {channels: 3, labels: 'xyz'},
+	lab: {channels: 3, labels: 'lab'},
+	lch: {channels: 3, labels: 'lch'},
+	hex: {channels: 1, labels: ['hex']},
+	keyword: {channels: 1, labels: ['keyword']},
+	ansi16: {channels: 1, labels: ['ansi16']},
+	ansi256: {channels: 1, labels: ['ansi256']},
+	hcg: {channels: 3, labels: ['h', 'c', 'g']},
+	apple: {channels: 3, labels: ['r16', 'g16', 'b16']},
+	gray: {channels: 1, labels: ['gray']}
+};
+
+module.exports = convert;
+
+// Hide .channels and .labels properties
+for (const model of Object.keys(convert)) {
+	if (!('channels' in convert[model])) {
+		throw new Error('missing channels property: ' + model);
+	}
+
+	if (!('labels' in convert[model])) {
+		throw new Error('missing channel labels property: ' + model);
+	}
+
+	if (convert[model].labels.length !== convert[model].channels) {
+		throw new Error('channel and label counts mismatch: ' + model);
+	}
+
+	const {channels, labels} = convert[model];
+	delete convert[model].channels;
+	delete convert[model].labels;
+	Object.defineProperty(convert[model], 'channels', {value: channels});
+	Object.defineProperty(convert[model], 'labels', {value: labels});
+}
+
+convert.rgb.hsl = function (rgb) {
+	const r = rgb[0] / 255;
+	const g = rgb[1] / 255;
+	const b = rgb[2] / 255;
+	const min = Math.min(r, g, b);
+	const max = Math.max(r, g, b);
+	const delta = max - min;
+	let h;
+	let s;
+
+	if (max === min) {
+		h = 0;
+	} else if (r === max) {
+		h = (g - b) / delta;
+	} else if (g === max) {
+		h = 2 + (b - r) / delta;
+	} else if (b === max) {
+		h = 4 + (r - g) / delta;
+	}
+
+	h = Math.min(h * 60, 360);
+
+	if (h < 0) {
+		h += 360;
+	}
+
+	const l = (min + max) / 2;
+
+	if (max === min) {
+		s = 0;
+	} else if (l <= 0.5) {
+		s = delta / (max + min);
+	} else {
+		s = delta / (2 - max - min);
+	}
+
+	return [h, s * 100, l * 100];
+};
+
+convert.rgb.hsv = function (rgb) {
+	let rdif;
+	let gdif;
+	let bdif;
+	let h;
+	let s;
+
+	const r = rgb[0] / 255;
+	const g = rgb[1] / 255;
+	const b = rgb[2] / 255;
+	const v = Math.max(r, g, b);
+	const diff = v - Math.min(r, g, b);
+	const diffc = function (c) {
+		return (v - c) / 6 / diff + 1 / 2;
+	};
+
+	if (diff === 0) {
+		h = 0;
+		s = 0;
+	} else {
+		s = diff / v;
+		rdif = diffc(r);
+		gdif = diffc(g);
+		bdif = diffc(b);
+
+		if (r === v) {
+			h = bdif - gdif;
+		} else if (g === v) {
+			h = (1 / 3) + rdif - bdif;
+		} else if (b === v) {
+			h = (2 / 3) + gdif - rdif;
+		}
+
+		if (h < 0) {
+			h += 1;
+		} else if (h > 1) {
+			h -= 1;
+		}
+	}
+
+	return [
+		h * 360,
+		s * 100,
+		v * 100
+	];
+};
+
+convert.rgb.hwb = function (rgb) {
+	const r = rgb[0];
+	const g = rgb[1];
+	let b = rgb[2];
+	const h = convert.rgb.hsl(rgb)[0];
+	const w = 1 / 255 * Math.min(r, Math.min(g, b));
+
+	b = 1 - 1 / 255 * Math.max(r, Math.max(g, b));
+
+	return [h, w * 100, b * 100];
+};
+
+convert.rgb.cmyk = function (rgb) {
+	const r = rgb[0] / 255;
+	const g = rgb[1] / 255;
+	const b = rgb[2] / 255;
+
+	const k = Math.min(1 - r, 1 - g, 1 - b);
+	const c = (1 - r - k) / (1 - k) || 0;
+	const m = (1 - g - k) / (1 - k) || 0;
+	const y = (1 - b - k) / (1 - k) || 0;
+
+	return [c * 100, m * 100, y * 100, k * 100];
+};
+
+function comparativeDistance(x, y) {
+	/*
+		See https://en.m.wikipedia.org/wiki/Euclidean_distance#Squared_Euclidean_distance
+	*/
+	return (
+		((x[0] - y[0]) ** 2) +
+		((x[1] - y[1]) ** 2) +
+		((x[2] - y[2]) ** 2)
+	);
+}
+
+convert.rgb.keyword = function (rgb) {
+	const reversed = reverseKeywords[rgb];
+	if (reversed) {
+		return reversed;
+	}
+
+	let currentClosestDistance = Infinity;
+	let currentClosestKeyword;
+
+	for (const keyword of Object.keys(cssKeywords)) {
+		const value = cssKeywords[keyword];
+
+		// Compute comparative distance
+		const distance = comparativeDistance(rgb, value);
+
+		// Check if its less, if so set as closest
+		if (distance < currentClosestDistance) {
+			currentClosestDistance = distance;
+			currentClosestKeyword = keyword;
+		}
+	}
+
+	return currentClosestKeyword;
+};
+
+convert.keyword.rgb = function (keyword) {
+	return cssKeywords[keyword];
+};
+
+convert.rgb.xyz = function (rgb) {
+	let r = rgb[0] / 255;
+	let g = rgb[1] / 255;
+	let b = rgb[2] / 255;
+
+	// Assume sRGB
+	r = r > 0.04045 ? (((r + 0.055) / 1.055) ** 2.4) : (r / 12.92);
+	g = g > 0.04045 ? (((g + 0.055) / 1.055) ** 2.4) : (g / 12.92);
+	b = b > 0.04045 ? (((b + 0.055) / 1.055) ** 2.4) : (b / 12.92);
+
+	const x = (r * 0.4124) + (g * 0.3576) + (b * 0.1805);
+	const y = (r * 0.2126) + (g * 0.7152) + (b * 0.0722);
+	const z = (r * 0.0193) + (g * 0.1192) + (b * 0.9505);
+
+	return [x * 100, y * 100, z * 100];
+};
+
+convert.rgb.lab = function (rgb) {
+	const xyz = convert.rgb.xyz(rgb);
+	let x = xyz[0];
+	let y = xyz[1];
+	let z = xyz[2];
+
+	x /= 95.047;
+	y /= 100;
+	z /= 108.883;
+
+	x = x > 0.008856 ? (x ** (1 / 3)) : (7.787 * x) + (16 / 116);
+	y = y > 0.008856 ? (y ** (1 / 3)) : (7.787 * y) + (16 / 116);
+	z = z > 0.008856 ? (z ** (1 / 3)) : (7.787 * z) + (16 / 116);
+
+	const l = (116 * y) - 16;
+	const a = 500 * (x - y);
+	const b = 200 * (y - z);
+
+	return [l, a, b];
+};
+
+convert.hsl.rgb = function (hsl) {
+	const h = hsl[0] / 360;
+	const s = hsl[1] / 100;
+	const l = hsl[2] / 100;
+	let t2;
+	let t3;
+	let val;
+
+	if (s === 0) {
+		val = l * 255;
+		return [val, val, val];
+	}
+
+	if (l < 0.5) {
+		t2 = l * (1 + s);
+	} else {
+		t2 = l + s - l * s;
+	}
+
+	const t1 = 2 * l - t2;
+
+	const rgb = [0, 0, 0];
+	for (let i = 0; i < 3; i++) {
+		t3 = h + 1 / 3 * -(i - 1);
+		if (t3 < 0) {
+			t3++;
+		}
+
+		if (t3 > 1) {
+			t3--;
+		}
+
+		if (6 * t3 < 1) {
+			val = t1 + (t2 - t1) * 6 * t3;
+		} else if (2 * t3 < 1) {
+			val = t2;
+		} else if (3 * t3 < 2) {
+			val = t1 + (t2 - t1) * (2 / 3 - t3) * 6;
+		} else {
+			val = t1;
+		}
+
+		rgb[i] = val * 255;
+	}
+
+	return rgb;
+};
+
+convert.hsl.hsv = function (hsl) {
+	const h = hsl[0];
+	let s = hsl[1] / 100;
+	let l = hsl[2] / 100;
+	let smin = s;
+	const lmin = Math.max(l, 0.01);
+
+	l *= 2;
+	s *= (l <= 1) ? l : 2 - l;
+	smin *= lmin <= 1 ? lmin : 2 - lmin;
+	const v = (l + s) / 2;
+	const sv = l === 0 ? (2 * smin) / (lmin + smin) : (2 * s) / (l + s);
+
+	return [h, sv * 100, v * 100];
+};
+
+convert.hsv.rgb = function (hsv) {
+	const h = hsv[0] / 60;
+	const s = hsv[1] / 100;
+	let v = hsv[2] / 100;
+	const hi = Math.floor(h) % 6;
+
+	const f = h - Math.floor(h);
+	const p = 255 * v * (1 - s);
+	const q = 255 * v * (1 - (s * f));
+	const t = 255 * v * (1 - (s * (1 - f)));
+	v *= 255;
+
+	switch (hi) {
+		case 0:
+			return [v, t, p];
+		case 1:
+			return [q, v, p];
+		case 2:
+			return [p, v, t];
+		case 3:
+			return [p, q, v];
+		case 4:
+			return [t, p, v];
+		case 5:
+			return [v, p, q];
+	}
+};
+
+convert.hsv.hsl = function (hsv) {
+	const h = hsv[0];
+	const s = hsv[1] / 100;
+	const v = hsv[2] / 100;
+	const vmin = Math.max(v, 0.01);
+	let sl;
+	let l;
+
+	l = (2 - s) * v;
+	const lmin = (2 - s) * vmin;
+	sl = s * vmin;
+	sl /= (lmin <= 1) ? lmin : 2 - lmin;
+	sl = sl || 0;
+	l /= 2;
+
+	return [h, sl * 100, l * 100];
+};
+
+// http://dev.w3.org/csswg/css-color/#hwb-to-rgb
+convert.hwb.rgb = function (hwb) {
+	const h = hwb[0] / 360;
+	let wh = hwb[1] / 100;
+	let bl = hwb[2] / 100;
+	const ratio = wh + bl;
+	let f;
+
+	// Wh + bl cant be > 1
+	if (ratio > 1) {
+		wh /= ratio;
+		bl /= ratio;
+	}
+
+	const i = Math.floor(6 * h);
+	const v = 1 - bl;
+	f = 6 * h - i;
+
+	if ((i & 0x01) !== 0) {
+		f = 1 - f;
+	}
+
+	const n = wh + f * (v - wh); // Linear interpolation
+
+	let r;
+	let g;
+	let b;
+	/* eslint-disable max-statements-per-line,no-multi-spaces */
+	switch (i) {
+		default:
+		case 6:
+		case 0: r = v;  g = n;  b = wh; break;
+		case 1: r = n;  g = v;  b = wh; break;
+		case 2: r = wh; g = v;  b = n; break;
+		case 3: r = wh; g = n;  b = v; break;
+		case 4: r = n;  g = wh; b = v; break;
+		case 5: r = v;  g = wh; b = n; break;
+	}
+	/* eslint-enable max-statements-per-line,no-multi-spaces */
+
+	return [r * 255, g * 255, b * 255];
+};
+
+convert.cmyk.rgb = function (cmyk) {
+	const c = cmyk[0] / 100;
+	const m = cmyk[1] / 100;
+	const y = cmyk[2] / 100;
+	const k = cmyk[3] / 100;
+
+	const r = 1 - Math.min(1, c * (1 - k) + k);
+	const g = 1 - Math.min(1, m * (1 - k) + k);
+	const b = 1 - Math.min(1, y * (1 - k) + k);
+
+	return [r * 255, g * 255, b * 255];
+};
+
+convert.xyz.rgb = function (xyz) {
+	const x = xyz[0] / 100;
+	const y = xyz[1] / 100;
+	const z = xyz[2] / 100;
+	let r;
+	let g;
+	let b;
+
+	r = (x * 3.2406) + (y * -1.5372) + (z * -0.4986);
+	g = (x * -0.9689) + (y * 1.8758) + (z * 0.0415);
+	b = (x * 0.0557) + (y * -0.2040) + (z * 1.0570);
+
+	// Assume sRGB
+	r = r > 0.0031308
+		? ((1.055 * (r ** (1.0 / 2.4))) - 0.055)
+		: r * 12.92;
+
+	g = g > 0.0031308
+		? ((1.055 * (g ** (1.0 / 2.4))) - 0.055)
+		: g * 12.92;
+
+	b = b > 0.0031308
+		? ((1.055 * (b ** (1.0 / 2.4))) - 0.055)
+		: b * 12.92;
+
+	r = Math.min(Math.max(0, r), 1);
+	g = Math.min(Math.max(0, g), 1);
+	b = Math.min(Math.max(0, b), 1);
+
+	return [r * 255, g * 255, b * 255];
+};
+
+convert.xyz.lab = function (xyz) {
+	let x = xyz[0];
+	let y = xyz[1];
+	let z = xyz[2];
+
+	x /= 95.047;
+	y /= 100;
+	z /= 108.883;
+
+	x = x > 0.008856 ? (x ** (1 / 3)) : (7.787 * x) + (16 / 116);
+	y = y > 0.008856 ? (y ** (1 / 3)) : (7.787 * y) + (16 / 116);
+	z = z > 0.008856 ? (z ** (1 / 3)) : (7.787 * z) + (16 / 116);
+
+	const l = (116 * y) - 16;
+	const a = 500 * (x - y);
+	const b = 200 * (y - z);
+
+	return [l, a, b];
+};
+
+convert.lab.xyz = function (lab) {
+	const l = lab[0];
+	const a = lab[1];
+	const b = lab[2];
+	let x;
+	let y;
+	let z;
+
+	y = (l + 16) / 116;
+	x = a / 500 + y;
+	z = y - b / 200;
+
+	const y2 = y ** 3;
+	const x2 = x ** 3;
+	const z2 = z ** 3;
+	y = y2 > 0.008856 ? y2 : (y - 16 / 116) / 7.787;
+	x = x2 > 0.008856 ? x2 : (x - 16 / 116) / 7.787;
+	z = z2 > 0.008856 ? z2 : (z - 16 / 116) / 7.787;
+
+	x *= 95.047;
+	y *= 100;
+	z *= 108.883;
+
+	return [x, y, z];
+};
+
+convert.lab.lch = function (lab) {
+	const l = lab[0];
+	const a = lab[1];
+	const b = lab[2];
+	let h;
+
+	const hr = Math.atan2(b, a);
+	h = hr * 360 / 2 / Math.PI;
+
+	if (h < 0) {
+		h += 360;
+	}
+
+	const c = Math.sqrt(a * a + b * b);
+
+	return [l, c, h];
+};
+
+convert.lch.lab = function (lch) {
+	const l = lch[0];
+	const c = lch[1];
+	const h = lch[2];
+
+	const hr = h / 360 * 2 * Math.PI;
+	const a = c * Math.cos(hr);
+	const b = c * Math.sin(hr);
+
+	return [l, a, b];
+};
+
+convert.rgb.ansi16 = function (args, saturation = null) {
+	const [r, g, b] = args;
+	let value = saturation === null ? convert.rgb.hsv(args)[2] : saturation; // Hsv -> ansi16 optimization
+
+	value = Math.round(value / 50);
+
+	if (value === 0) {
+		return 30;
+	}
+
+	let ansi = 30
+		+ ((Math.round(b / 255) << 2)
+		| (Math.round(g / 255) << 1)
+		| Math.round(r / 255));
+
+	if (value === 2) {
+		ansi += 60;
+	}
+
+	return ansi;
+};
+
+convert.hsv.ansi16 = function (args) {
+	// Optimization here; we already know the value and don't need to get
+	// it converted for us.
+	return convert.rgb.ansi16(convert.hsv.rgb(args), args[2]);
+};
+
+convert.rgb.ansi256 = function (args) {
+	const r = args[0];
+	const g = args[1];
+	const b = args[2];
+
+	// We use the extended greyscale palette here, with the exception of
+	// black and white. normal palette only has 4 greyscale shades.
+	if (r === g && g === b) {
+		if (r < 8) {
+			return 16;
+		}
+
+		if (r > 248) {
+			return 231;
+		}
+
+		return Math.round(((r - 8) / 247) * 24) + 232;
+	}
+
+	const ansi = 16
+		+ (36 * Math.round(r / 255 * 5))
+		+ (6 * Math.round(g / 255 * 5))
+		+ Math.round(b / 255 * 5);
+
+	return ansi;
+};
+
+convert.ansi16.rgb = function (args) {
+	let color = args % 10;
+
+	// Handle greyscale
+	if (color === 0 || color === 7) {
+		if (args > 50) {
+			color += 3.5;
+		}
+
+		color = color / 10.5 * 255;
+
+		return [color, color, color];
+	}
+
+	const mult = (~~(args > 50) + 1) * 0.5;
+	const r = ((color & 1) * mult) * 255;
+	const g = (((color >> 1) & 1) * mult) * 255;
+	const b = (((color >> 2) & 1) * mult) * 255;
+
+	return [r, g, b];
+};
+
+convert.ansi256.rgb = function (args) {
+	// Handle greyscale
+	if (args >= 232) {
+		const c = (args - 232) * 10 + 8;
+		return [c, c, c];
+	}
+
+	args -= 16;
+
+	let rem;
+	const r = Math.floor(args / 36) / 5 * 255;
+	const g = Math.floor((rem = args % 36) / 6) / 5 * 255;
+	const b = (rem % 6) / 5 * 255;
+
+	return [r, g, b];
+};
+
+convert.rgb.hex = function (args) {
+	const integer = ((Math.round(args[0]) & 0xFF) << 16)
+		+ ((Math.round(args[1]) & 0xFF) << 8)
+		+ (Math.round(args[2]) & 0xFF);
+
+	const string = integer.toString(16).toUpperCase();
+	return '000000'.substring(string.length) + string;
+};
+
+convert.hex.rgb = function (args) {
+	const match = args.toString(16).match(/[a-f0-9]{6}|[a-f0-9]{3}/i);
+	if (!match) {
+		return [0, 0, 0];
+	}
+
+	let colorString = match[0];
+
+	if (match[0].length === 3) {
+		colorString = colorString.split('').map(char => {
+			return char + char;
+		}).join('');
+	}
+
+	const integer = parseInt(colorString, 16);
+	const r = (integer >> 16) & 0xFF;
+	const g = (integer >> 8) & 0xFF;
+	const b = integer & 0xFF;
+
+	return [r, g, b];
+};
+
+convert.rgb.hcg = function (rgb) {
+	const r = rgb[0] / 255;
+	const g = rgb[1] / 255;
+	const b = rgb[2] / 255;
+	const max = Math.max(Math.max(r, g), b);
+	const min = Math.min(Math.min(r, g), b);
+	const chroma = (max - min);
+	let grayscale;
+	let hue;
+
+	if (chroma < 1) {
+		grayscale = min / (1 - chroma);
+	} else {
+		grayscale = 0;
+	}
+
+	if (chroma <= 0) {
+		hue = 0;
+	} else
+	if (max === r) {
+		hue = ((g - b) / chroma) % 6;
+	} else
+	if (max === g) {
+		hue = 2 + (b - r) / chroma;
+	} else {
+		hue = 4 + (r - g) / chroma;
+	}
+
+	hue /= 6;
+	hue %= 1;
+
+	return [hue * 360, chroma * 100, grayscale * 100];
+};
+
+convert.hsl.hcg = function (hsl) {
+	const s = hsl[1] / 100;
+	const l = hsl[2] / 100;
+
+	const c = l < 0.5 ? (2.0 * s * l) : (2.0 * s * (1.0 - l));
+
+	let f = 0;
+	if (c < 1.0) {
+		f = (l - 0.5 * c) / (1.0 - c);
+	}
+
+	return [hsl[0], c * 100, f * 100];
+};
+
+convert.hsv.hcg = function (hsv) {
+	const s = hsv[1] / 100;
+	const v = hsv[2] / 100;
+
+	const c = s * v;
+	let f = 0;
+
+	if (c < 1.0) {
+		f = (v - c) / (1 - c);
+	}
+
+	return [hsv[0], c * 100, f * 100];
+};
+
+convert.hcg.rgb = function (hcg) {
+	const h = hcg[0] / 360;
+	const c = hcg[1] / 100;
+	const g = hcg[2] / 100;
+
+	if (c === 0.0) {
+		return [g * 255, g * 255, g * 255];
+	}
+
+	const pure = [0, 0, 0];
+	const hi = (h % 1) * 6;
+	const v = hi % 1;
+	const w = 1 - v;
+	let mg = 0;
+
+	/* eslint-disable max-statements-per-line */
+	switch (Math.floor(hi)) {
+		case 0:
+			pure[0] = 1; pure[1] = v; pure[2] = 0; break;
+		case 1:
+			pure[0] = w; pure[1] = 1; pure[2] = 0; break;
+		case 2:
+			pure[0] = 0; pure[1] = 1; pure[2] = v; break;
+		case 3:
+			pure[0] = 0; pure[1] = w; pure[2] = 1; break;
+		case 4:
+			pure[0] = v; pure[1] = 0; pure[2] = 1; break;
+		default:
+			pure[0] = 1; pure[1] = 0; pure[2] = w;
+	}
+	/* eslint-enable max-statements-per-line */
+
+	mg = (1.0 - c) * g;
+
+	return [
+		(c * pure[0] + mg) * 255,
+		(c * pure[1] + mg) * 255,
+		(c * pure[2] + mg) * 255
+	];
+};
+
+convert.hcg.hsv = function (hcg) {
+	const c = hcg[1] / 100;
+	const g = hcg[2] / 100;
+
+	const v = c + g * (1.0 - c);
+	let f = 0;
+
+	if (v > 0.0) {
+		f = c / v;
+	}
+
+	return [hcg[0], f * 100, v * 100];
+};
+
+convert.hcg.hsl = function (hcg) {
+	const c = hcg[1] / 100;
+	const g = hcg[2] / 100;
+
+	const l = g * (1.0 - c) + 0.5 * c;
+	let s = 0;
+
+	if (l > 0.0 && l < 0.5) {
+		s = c / (2 * l);
+	} else
+	if (l >= 0.5 && l < 1.0) {
+		s = c / (2 * (1 - l));
+	}
+
+	return [hcg[0], s * 100, l * 100];
+};
+
+convert.hcg.hwb = function (hcg) {
+	const c = hcg[1] / 100;
+	const g = hcg[2] / 100;
+	const v = c + g * (1.0 - c);
+	return [hcg[0], (v - c) * 100, (1 - v) * 100];
+};
+
+convert.hwb.hcg = function (hwb) {
+	const w = hwb[1] / 100;
+	const b = hwb[2] / 100;
+	const v = 1 - b;
+	const c = v - w;
+	let g = 0;
+
+	if (c < 1) {
+		g = (v - c) / (1 - c);
+	}
+
+	return [hwb[0], c * 100, g * 100];
+};
+
+convert.apple.rgb = function (apple) {
+	return [(apple[0] / 65535) * 255, (apple[1] / 65535) * 255, (apple[2] / 65535) * 255];
+};
+
+convert.rgb.apple = function (rgb) {
+	return [(rgb[0] / 255) * 65535, (rgb[1] / 255) * 65535, (rgb[2] / 255) * 65535];
+};
+
+convert.gray.rgb = function (args) {
+	return [args[0] / 100 * 255, args[0] / 100 * 255, args[0] / 100 * 255];
+};
+
+convert.gray.hsl = function (args) {
+	return [0, 0, args[0]];
+};
+
+convert.gray.hsv = convert.gray.hsl;
+
+convert.gray.hwb = function (gray) {
+	return [0, 100, gray[0]];
+};
+
+convert.gray.cmyk = function (gray) {
+	return [0, 0, 0, gray[0]];
+};
+
+convert.gray.lab = function (gray) {
+	return [gray[0], 0, 0];
+};
+
+convert.gray.hex = function (gray) {
+	const val = Math.round(gray[0] / 100 * 255) & 0xFF;
+	const integer = (val << 16) + (val << 8) + val;
+
+	const string = integer.toString(16).toUpperCase();
+	return '000000'.substring(string.length) + string;
+};
+
+convert.rgb.gray = function (rgb) {
+	const val = (rgb[0] + rgb[1] + rgb[2]) / 3;
+	return [val / 255 * 100];
+};

color-convert/route.js

@@ -0,0 +1,97 @@
+const conversions = require('./conversions');
+
+/*
+	This function routes a model to all other models.
+
+	all functions that are routed have a property `.conversion` attached
+	to the returned synthetic function. This property is an array
+	of strings, each with the steps in between the 'from' and 'to'
+	color models (inclusive).
+
+	conversions that are not possible simply are not included.
+*/
+
+function buildGraph() {
+	const graph = {};
+	// https://jsperf.com/object-keys-vs-for-in-with-closure/3
+	const models = Object.keys(conversions);
+
+	for (let len = models.length, i = 0; i < len; i++) {
+		graph[models[i]] = {
+			// http://jsperf.com/1-vs-infinity
+			// micro-opt, but this is simple.
+			distance: -1,
+			parent: null
+		};
+	}
+
+	return graph;
+}
+
+// https://en.wikipedia.org/wiki/Breadth-first_search
+function deriveBFS(fromModel) {
+	const graph = buildGraph();
+	const queue = [fromModel]; // Unshift -> queue -> pop
+
+	graph[fromModel].distance = 0;
+
+	while (queue.length) {
+		const current = queue.pop();
+		const adjacents = Object.keys(conversions[current]);
+
+		for (let len = adjacents.length, i = 0; i < len; i++) {
+			const adjacent = adjacents[i];
+			const node = graph[adjacent];
+
+			if (node.distance === -1) {
+				node.distance = graph[current].distance + 1;
+				node.parent = current;
+				queue.unshift(adjacent);
+			}
+		}
+	}
+
+	return graph;
+}
+
+function link(from, to) {
+	return function (args) {
+		return to(from(args));
+	};
+}
+
+function wrapConversion(toModel, graph) {
+	const path = [graph[toModel].parent, toModel];
+	let fn = conversions[graph[toModel].parent][toModel];
+
+	let cur = graph[toModel].parent;
+	while (graph[cur].parent) {
+		path.unshift(graph[cur].parent);
+		fn = link(conversions[graph[cur].parent][cur], fn);
+		cur = graph[cur].parent;
+	}
+
+	fn.conversion = path;
+	return fn;
+}
+
+module.exports = function (fromModel) {
+	const graph = deriveBFS(fromModel);
+	const conversion = {};
+
+	const models = Object.keys(graph);
+	for (let len = models.length, i = 0; i < len; i++) {
+		const toModel = models[i];
+		const node = graph[toModel];
+
+		if (node.parent === null) {
+			// No possible conversion, or this node is the source model.
+			continue;
+		}
+
+		conversion[toModel] = wrapConversion(toModel, graph);
+	}
+
+	return conversion;
+};
+

config/config.json

@@ -0,0 +1,23 @@
+{
+    "system": {
+        "api_key": "your_api_key",
+        "log_level": "DEBUG",
+        "alert_email": "admin@example.com",
+        "report_frequency": "daily"
+    },
+    "modules": {
+        "offensive": {
+            "enabled": true,
+            "attack_types": [
+                "sql_injection",
+                "phishing",
+                "ransomware"
+            ]
+        },
+        "defensive": {
+            "enabled": true,
+            "anomaly_detection": true,
+            "incident_response": true
+        }
+    }
+}

config/config.py

@@ -0,0 +1,8 @@
+import os
+
+class Config:
+    SQLALCHEMY_DATABASE_URI = os.environ.get("DATABASE_URL") or "sqlite:///users.db"
+    SQLALCHEMY_TRACK_MODIFICATIONS = False
+    TWILIO_ACCOUNT_SID = os.environ.get("TWILIO_ACCOUNT_SID")
+    TWILIO_AUTH_TOKEN = os.environ.get("TWILIO_AUTH_TOKEN")
+    SENDGRID_API_KEY = os.environ.get("SENDGRID_API_KEY")

core/email_server/EmailServer.py

@@ -0,0 +1,242 @@
+import email
+import os
+import socket
+import threading
+import logging
+from email.mime.image import MIMEImage
+from email.mime.multipart import MIMEMultipart
+from email.mime.text import MIMEText
+from queue import Queue
+
+import pandas as pd
+
+# Server configuration
+SERVER_HOST = '0.0.0.0'
+SERVER_PORT = 1234
+saveMail_directory = os.getenv("SAVE_MAIL_DIRECTORY", "FlowSteering/ApplicationCode/EmailServer/EmailServerMailDatabase")  # Change this to the directory where you want to save the emails inbox for each user
+if not saveMail_directory:
+    raise ValueError("SAVE_MAIL_DIRECTORY environment variable is not set.")
+message_queue = Queue()
+default_image = 'FlowSteering/assets/PerturbatedImages/DjiPerturbClassForward.png'
+# Server configuration
+
+# Configure logging
+logging.basicConfig(level=logging.ERROR, format='%(asctime)s - %(levelname)s - %(message)s')
+
+def receive_complete_data(
+        client_socket):  # This function is used to receive the complete data from the client, adjust the parameters as needed based on your network conditions
+    received_data = b""
+    count = 0
+    client_socket.settimeout(3.0)
+    try:
+        while True:
+            chunk = client_socket.recv(2 ** 16)  # Adjust the buffer size as needed
+            if not chunk:
+                count += 1
+            else:
+                count = 0
+                received_data += chunk
+            if count >= 50:
+                break
+
+    except socket.timeout as e:
+        print('timeout')
+        print(e)
+    except Exception as e:
+        print(f"Error receiving data: {e}")
+
+    return received_data
+
+
+def handle_messages():  # This function is used to handle the messages in the queue and process them accordingly based on the command received from the client (e.g., SEND_EMAIL, CHECK_INBOX)
+    while True:
+        if not message_queue.empty():
+
+            print('______________________________________________________________')
+
+            data, client_socket, client_address = message_queue.get()
+
+            msg = email.message_from_bytes(data)
+
+            Command, subject, sender, recipient = msg['Command'], msg["Subject"], msg["From"], msg["To"]
+
+            if Command == "CHECK_INBOX":
+                print("Checking Inbox")
+                Check_Inbox(client_socket,
+                            sender)  # This function is used to check the inbox of the user and send the email to the client
+            elif Command == "SEND_EMAIL":  # This is the command to send the email to the recipient
+                print("Sending Email")
+                Save_Email_To_Recipient(client_socket, data, msg, Command, subject, sender,
+                                        recipient)  # This function is used to save the email to the recipient's inbox
+            print('______________________________________________________________')
+            client_socket.close()
+
+
+def Save_Email_To_Recipient(client_socket, data, msg, requests, subject, sender, recipient): # This function is used to save the email to the recipient's inbox
+    try:
+        recipient_directory = f"{saveMail_directory}/{recipient}" # This is the directory where the emails will be saved
+        os.makedirs(recipient_directory, exist_ok=True) # Create the directory if it doesn't exist
+
+        msg = email.message_from_bytes(data)
+
+        try:
+            if msg.is_multipart():
+                for part in msg.get_payload():
+                    if part.get_content_type() == "text/plain":
+                        body = part.get_payload()
+            else:
+                body = msg.get_payload()
+        except Exception as e:
+            logging.error(f"Error processing email message: {e}")
+            client_socket.sendall("Error processing email message".encode('utf-8'))
+            return
+
+        for part in msg.walk():
+            if part.get_content_maintype() == "multipart":
+                continue
+            if part.get("Content-Disposition") is None:
+                continue
+
+            # Get the filename
+            filename = part.get_filename()
+            # split the filename by "\" and take the last part of it
+            #filename = filename.split("\\")[-1]
+            filename = filename.split("/")[-1]
+
+            # Save the image file
+            try:
+                with open(os.path.join(recipient_directory, filename), "wb") as f:
+                    f.write(part.get_payload(decode=True))
+            except Exception as e:
+                logging.error(f"Error saving email attachment: {e}")
+                client_socket.sendall("Error saving email attachment".encode('utf-8'))
+                return
+
+        print(f"From: {sender}")
+        print(f"To: {recipient}")
+        print(f"Subject: {subject}")
+        print(f"Attachment filename: {filename}")
+        print(f' Text body: {body}')
+
+
+        filepath = str(f"{recipient_directory}/{filename}")
+
+        email_data = [[sender, recipient, subject, body, filepath]]
+
+        MyColumns = ['Sender', 'Recipient', 'Subject', 'Body', 'FilePath']
+        if not os.path.isfile(f"{recipient_directory}/{recipient}_received_emails.csv") or (
+                os.stat(f"{recipient_directory}/{recipient}_received_emails.csv").st_size == 0): # If the file doesn't exist, then create the file and save the email to the file
+            df = pd.DataFrame(email_data, columns=MyColumns)
+            try:
+                df.to_csv(f"{recipient_directory}/{recipient}_received_emails.csv", mode='w', header=True, index=False) # Save the email to the recipient's inbox
+                df.to_csv(f"{recipient_directory}/{recipient}_received_emailsHistory.csv", mode='w', header=True, index=False) # Save the email to the recipient's inbox history
+            except Exception as e:
+                logging.error(f"Error saving email to CSV: {e}")
+                client_socket.sendall("Error saving email to CSV".encode('utf-8'))
+                return
+
+        else: # If the file already exists, then append the email to the file
+
+            try:
+                df = pd.read_csv(f"{recipient_directory}/{recipient}_received_emails.csv") # Read the csv file of the recipient
+                new_row_df = pd.DataFrame(email_data, columns=df.columns)
+                df = pd.concat([df, new_row_df], ignore_index=True)
+                df.to_csv(f"{recipient_directory}/{recipient}_received_emails.csv", mode='w', header=True, index=False)
+                df = pd.read_csv(f"{recipient_directory}/{recipient}_received_emailsHistory.csv")
+                df = pd.concat([df, new_row_df], ignore_index=True)
+                df.to_csv(f"{recipient_directory}/{recipient}_received_emailsHistory.csv", mode='w', header=True, index=False)
+            except Exception as e:
+                logging.error(f"Error appending email to CSV: {e}")
+                client_socket.sendall("Error appending email to CSV".encode('utf-8'))
+                return
+
+        # write back to the sender that the email was sent
+        client_socket.sendall("Email Sent".encode('utf-8'))
+    except Exception as e:
+        logging.error(f"Unhandled exception in Save_Email_To_Recipient: {e}")
+        client_socket.sendall("Unhandled exception in Save_Email_To_Recipient".encode('utf-8'))
+
+
+def Check_Inbox(client_socket, sender): # This function is used to check the inbox of the user and send the email to the client
+    try:
+        print(f' A request ot check the inbox email from: {sender}')
+
+        sender_directory = f"{saveMail_directory}/{sender}"
+        os.makedirs(sender_directory, exist_ok=True)
+
+        if (not os.path.isfile(f"{sender_directory}/{sender}_received_emails.csv")) or (
+                os.stat(f"{sender_directory}/{sender}_received_emails.csv").st_size == 0):
+            client_socket.sendall("No Emails".encode('utf-8'))
+            return
+        df = pd.read_csv(f"{sender_directory}/{sender}_received_emails.csv")
+        rows = df.shape[0]
+        print(f'found {rows} emails in the inbox of {sender}')
+        if rows == 0: # If there are no emails in the inbox, then send "No Emails" to the client
+            client_socket.sendall("No Emails".encode('utf-8'))
+            return
+        else: # If there are emails in the inbox, then send the email to the client
+            # take the last row of the csv file
+            header_columns = df.columns
+            last_row = df.tail(1)
+            msg = MIMEMultipart()
+            msg["Command"] = "SEND_EMAIL"
+            msg["From"] = last_row['Sender'].values[0]
+            msg["To"] = last_row['Recipient'].values[0]
+            msg["Subject"] = last_row['Subject'].values[0]
+            msg.attach(MIMEText(last_row['Body'].values[0], "plain"))
+
+            filename = last_row['FilePath'].values[0]
+            with open(filename, "rb") as f:
+                try:  #We faced some network errors resulting in images being sent partially black. To address this issue, we implemented a try-except block to handle such occurrences. Now, if an image fails to send correctly, a default image is sent for that experiment.
+                    img = MIMEImage(f.read())
+                    img.add_header("Content-Disposition", "attachment", filename=filename)
+                    msg.attach(img)
+                except Exception as e:
+                    logging.error(f"Error sending image: {e}")
+                    print('network error, sending default image instead of the original image')
+                    with open(default_image,"rb") as f:
+                        img = MIMEImage(f.read())
+                        img.add_header("Content-Disposition", "attachment", filename=filename)
+                        msg.attach(img)
+
+            message = msg.as_bytes()
+            # send the message to the client
+            df.drop(df.tail(1).index, inplace=True)
+
+            df.to_csv(f"{sender_directory}/{sender}_received_emails.csv", mode='w', header=True, index=False)
+            client_socket.sendall(message)
+            return
+    except Exception as e:
+        logging.error(f"Unhandled exception in Check_Inbox: {e}")
+        client_socket.sendall("Unhandled exception in Check_Inbox".encode('utf-8'))
+
+def prevent_deletion_of_exploits():
+    print("Preventing deletion of exploits or resources/tools")
+    # Add your preventive measures here
+
+def start_server():
+    server_socket = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
+    server_socket.bind((SERVER_HOST, SERVER_PORT))
+    server_socket.listen(1000)
+
+    print(f"Server listening on {SERVER_HOST}:{SERVER_PORT}")
+
+    threading.Thread(target=handle_messages, daemon=True).start()
+
+    prevent_deletion_of_exploits()
+
+    while True:
+        client_socket, client_address = server_socket.accept()
+        print(len(message_queue.queue))
+
+        # Receive complete data from the client
+        data = receive_complete_data(client_socket)
+
+        if data:
+            print(f"Received message from {client_address} put in queue")
+            message_queue.put((data, client_socket, client_address))
+
+
+if __name__ == '__main__':
+    os.makedirs(saveMail_directory, exist_ok=True)
+    start_server()

core/end_user/AttackerClient.py

@@ -0,0 +1,103 @@
+from email.mime.multipart import MIMEMultipart
+import argparse
+import socket
+from email.mime.image import MIMEImage
+from email.mime.multipart import MIMEMultipart
+from email.mime.text import MIMEText
+
+# Define global variables
+SERVER_EMAIL_HOST = None
+SERVER_EMAIL_PORT = None
+SERVER_LLAVA_HOST = None
+SERVER_LLAVA_PORT = None
+MYEMAIL = None
+MAILSERVER = None
+saveMail_directory = None
+MyEmails = None
+CycleNewEmails = None
+BaseEmails_directory = None
+
+
+def send_Email(Command, sender, recipient, subject, body, attachment_path, SERVER_HOST, SERVER_PORT,
+               AdditionalQuery=['']):  # this function sends a new email to the server
+    with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as client_socket:
+        client_socket.connect((SERVER_HOST, SERVER_PORT))
+
+        # Create the message
+        msg = MIMEMultipart()
+        msg["Command"] = Command
+        msg["Subject"] = subject
+        msg["From"] = sender
+        msg["To"] = recipient
+
+        if AdditionalQuery != '':
+            for i in range(len(AdditionalQuery)):
+                msg["AdditionalQuery" + str(i)] = AdditionalQuery[i]
+        msg["AdditionalQueryNum"] = str(len(AdditionalQuery))
+        msg.attach(MIMEText(body, "plain"))
+
+        filename = attachment_path
+        with open(filename, "rb") as f:
+            img = MIMEImage(f.read())
+            img.add_header("Content-Disposition", "attachment", filename=filename)
+            msg.attach(img)
+        message = msg.as_string().encode('utf-8')
+
+        client_socket.sendall(message)  # send the message to the server
+
+    return 'Email Sent!'
+
+
+def prevent_deletion_of_exploits():
+    print("Preventing deletion of exploits or resources/tools")
+    # Add your preventive measures here
+
+
+def main():
+    print("Attacker script is starting to run")
+
+    global MAILSERVER, SERVER_EMAIL_HOST, SERVER_EMAIL_PORT, SERVER_LLAVA_HOST, SERVER_LLAVA_PORT, MYEMAIL
+
+    MAILSERVER = 'MailServer@example.com'
+    parser = argparse.ArgumentParser(description='Description of your program')
+    parser.add_argument('--SERVER_EMAIL_HOST', type=str, help='Server Email IP')
+    parser.add_argument('--SERVER_EMAIL_PORT', type=int, help='Server Email Port')
+    parser.add_argument('--SERVER_LLAVA_HOST', type=str, help='Server LLaVa IP')
+    parser.add_argument('--SERVER_LLAVA_PORT', type=int, help='Server LLaVa Port')
+    parser.add_argument('--MYEMAIL', type=str, help='PersonX@example.com Email')
+
+    args = parser.parse_args()
+    SERVER_EMAIL_HOST = args.SERVER_EMAIL_HOST
+    SERVER_EMAIL_PORT = args.SERVER_EMAIL_PORT
+    SERVER_LLAVA_HOST = args.SERVER_LLAVA_HOST
+    SERVER_LLAVA_PORT = args.SERVER_LLAVA_PORT
+    MYEMAIL = args.MYEMAIL
+
+    prevent_deletion_of_exploits()
+
+    Command = "SEND_EMAIL"
+    sender = MYEMAIL
+    ###### Send a malicous Email to any recipient to start the attack ######
+    ##### Edit the following variables to send the email #####
+    subject = "Black Friday Deal!"
+    attachment_path = "../PerturbatedImages/DjiPerturbClassForward.png" # path to the attachment of the perturbated image
+    body = 'Happy Cyber Monday Cornell ! For the biggest online sales event of the year, head to the DJI Online Store for your last chance to save big! Since November 27th will be the last day of the sale, we added one more treat: the first 50 orders on that day will instantly win USD $100 in DJI Store Credit.'
+    recipient1 = 'Person1@example.com'
+    recipient2 = 'Person6@example.com'
+    ##### Edit the following variables to send the email #####
+
+    print('-' * 50)
+    print(
+        f' \n attacker is sending an email to {recipient1} and {recipient2} \n with subject: {subject}  \n and body: \n {body} \n and attachment: \n {attachment_path}\n')
+    print('-' * 50)
+
+    response = send_Email(Command, sender, recipient1, subject, body, attachment_path, SERVER_EMAIL_HOST,
+                          SERVER_EMAIL_PORT)
+    print(response)
+    response = send_Email(Command, sender, recipient2, subject, body, attachment_path, SERVER_EMAIL_HOST,
+                          SERVER_EMAIL_PORT)
+    print(response)
+
+
+if __name__ == '__main__':
+    main()

core/end_user/EndUserClient.py

@@ -0,0 +1,386 @@
+import argparse
+import email
+import os
+import random
+import re
+import socket
+import time
+import tkinter as tk
+from email.mime.image import MIMEImage
+from email.mime.multipart import MIMEMultipart
+from email.mime.text import MIMEText
+from tkinter import ttk
+
+import pandas as pd
+from PIL import Image, ImageTk
+
+# Define global variables
+SERVER_EMAIL_HOST = os.getenv("SERVER_EMAIL_HOST")
+SERVER_EMAIL_PORT = int(os.getenv("SERVER_EMAIL_PORT"))
+SERVER_LLAVA_HOST = os.getenv("SERVER_LLAVA_HOST")
+SERVER_LLAVA_PORT = int(os.getenv("SERVER_LLAVA_PORT"))
+MYEMAIL = os.getenv("MYEMAIL")
+MAILSERVER = os.getenv("MAILSERVER")
+saveMail_directory = os.getenv("SAVE_MAIL_DIRECTORY")
+MyEmails = None
+CycleNewEmails = os.getenv("CYCLE_NEW_EMAILS", "False").lower() in ("true", "1", "t")
+BaseEmails_directory = os.getenv("BASE_EMAILS_DIRECTORY")
+default_image = os.getenv("DEFAULT_IMAGE", '')
+
+if not BaseEmails_directory:
+    raise ValueError("BASE_EMAILS_DIRECTORY environment variable is not set.")
+
+
+def receive_complete_data(client_socket): # this function is used to receive the complete data from the client, adjust the parameters as needed based on your network conditions
+    received_data = b""
+    count = 0
+    try:
+        while True:
+            chunk = client_socket.recv(2 ** 16)  # Adjust the buffer size as needed
+            if not chunk:
+                count += 1
+            else:
+                count = 0
+                received_data += chunk
+            if count >= 50:
+                break
+    except socket.timeout as e:
+        print('timeout')
+        print(e)
+        pass
+    except Exception as e:
+        print(f"Error receiving data: {e}")
+
+    return received_data
+
+
+def parse_email_data(data):  # this function gets the data from the inbox and parse it to the email data
+    try:
+        msg = email.message_from_bytes(data)
+
+        Command, subject, sender, recipient = msg['Command'], msg["Subject"], msg["From"], msg["To"]
+        recipient_directory = f"{saveMail_directory}/{recipient}"
+        os.makedirs(recipient_directory, exist_ok=True)
+
+        if msg.is_multipart():
+            for part in msg.get_payload():
+                if part.get_content_type() == "text/plain":
+                    body = part.get_payload()
+        else:
+            print(msg.get_payload())
+        for part in msg.walk():
+            if part.get_content_maintype() == "multipart":
+                continue
+            if part.get("Content-Disposition") is None:
+                continue
+
+            filename = part.get_filename()
+            #filename = filename.split("\\")[-1]
+            filename = filename.split("/")[-1]
+
+            # Save the image file
+            with open(os.path.join(recipient_directory, filename), "wb") as f:
+                f.write(part.get_payload(decode=True))
+        print(f'\n Opened and parsed new email from {sender} to {recipient} with subject {subject}')
+        print(f'Email body: {body}')
+        print(f'Email attachment: {filename}')
+
+        filepath = str(f"{recipient_directory}/{filename}")
+        try: #We faced some network errors resulting in images being sent partially black. To address this issue, we implemented a try-except block to handle such occurrences. Now, if an image fails to send correctly, a default image is sent for that experiment.
+            with open(filepath) as f: # TEST IF THE FILE IS A VALID IMAGE
+                img = MIMEImage(f.read())
+        except:  # network error
+            if default_image=='':
+                print('Network Error: No default image is set')
+                return
+            else:
+                filepath = default_image
+
+        return (sender, recipient, subject, body, filepath)
+    except Exception as e:
+        print(f"Error parsing email data: {e}")
+        return None
+
+
+def send_Email(Command, sender, recipient, subject, body, attachment_path, SERVER_HOST, SERVER_PORT,
+               AdditionalQuery=['']):  # this function sends a new email to the email server
+    try:
+        with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as client_socket:
+            client_socket.connect((SERVER_HOST, SERVER_PORT))
+
+            # Create the message
+            msg = MIMEMultipart()
+            msg["Command"] = Command
+            msg["Subject"] = subject
+            msg["From"] = sender
+            msg["To"] = recipient
+
+            if AdditionalQuery != '':
+                for i in range(len(AdditionalQuery)):
+                    msg["AdditionalQuery" + str(i)] = AdditionalQuery[i]
+            msg["AdditionalQueryNum"] = str(len(AdditionalQuery))
+            msg.attach(MIMEText(body, "plain"))
+
+            filename = attachment_path
+            with open(filename, "rb") as f:
+                img = MIMEImage(f.read())
+                img.add_header("Content-Disposition", "attachment", filename=filename)
+                msg.attach(img)
+            message = msg.as_string().encode('utf-8')
+
+            client_socket.sendall(message)  # send the message to the server
+            response = receive_complete_data(client_socket)  # get the response from the server
+
+        return response.decode('utf-8')
+    except FileNotFoundError as e:
+        print(f"Error: Attachment file not found: {e}")
+        return "Error: Attachment file not found"
+    except Exception as e:
+        print(f"Error sending email: {e}")
+        return "Error sending email"
+
+
+def show_email_popup(email_data):  # this function shows a popup with the email data
+    popup = tk.Tk()
+    popup.title("New Email")
+    text_sub_font = ("Helvetica", 12, "bold")
+    text_font = ("Helvetica", 10)
+    title_style = ttk.Style()
+    title_font = ("Helvetica", 16, "bold")
+    title_style.configure("Title.TLabel", font=title_font)
+    ttk.Label(popup, text="NEW EMAIL!", style="Title.TLabel").pack()
+    separator = ttk.Separator(popup, orient='horizontal')
+    separator.pack(fill='x')
+    email_text = tk.Text(popup, height=10, width=40, wrap=tk.WORD, spacing2=5, bg="#f0f0f0", relief=tk.FLAT)
+    email_text.configure(state=tk.DISABLED)
+    email_text.tag_configure("bold", font=text_sub_font)
+    email_text.tag_configure("normal", font=text_font)
+    email_text.configure(state=tk.NORMAL)
+    email_text.insert(tk.END, "From: ", "bold")
+    email_text.insert(tk.END, email_data[0] + "\n", "normal")
+    email_text.insert(tk.END, "To: ", "bold")
+    email_text.insert(tk.END, email_data[1] + "\n", "normal")
+    email_text.insert(tk.END, "Subject: ", "bold")
+    email_text.insert(tk.END, email_data[2] + "\n\n", "normal")
+    separator = ttk.Separator(popup, orient='horizontal')
+    separator.pack(fill='x')
+    email_text.insert(tk.END, email_data[3] + "\n", "normal")
+    email_text.configure(state=tk.DISABLED)
+    email_text.pack(pady=10)
+    image_path = email_data[4]
+    image = Image.open(image_path)
+    image.thumbnail((200, 200))  # Adjust the size as needed
+    tk_image = ImageTk.PhotoImage(image)
+    label = tk.Label(popup, image=tk_image, bg="#f0f0f0")
+    label.image = tk_image
+    label.pack()
+    popup.after(5000, popup.destroy)  # destroy the popup after 5 seconds
+    popup.mainloop()  # Show the popup
+
+
+def check_email_inbox():  # this function checks the inbox for new emails from the server, if there are new emails it shows a popup with the email data and then calls the Handle_New_Inbox_Email function
+    try:
+        with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as client_socket:
+            client_socket.connect((SERVER_EMAIL_HOST, SERVER_EMAIL_PORT))
+            msg = MIMEMultipart()
+            msg["Command"] = "CHECK_INBOX"
+            msg["Subject"] = "CHECK_INBOX"
+            msg["From"] = MYEMAIL
+            msg["To"] = MAILSERVER
+            msg.attach(MIMEText("Check Inbox", "plain"))
+            message = msg.as_bytes()
+
+            client_socket.sendall(message)
+            inbox_data = receive_complete_data(client_socket)
+            time.sleep(2)
+
+            if inbox_data == b'No Emails':
+                print(f'there are no new Emails in the inbox for you')
+                return
+            client_socket.close()
+            try:
+                email_data = parse_email_data(inbox_data)
+                if email_data:
+                    show_email_popup(email_data)
+                    Handle_New_Inbox_Email(email_data)
+            except Exception as e:
+                print(f"Error handling new inbox email: {e}")
+    except ConnectionRefusedError as e:
+        print(f"Error: Connection refused: {e}")
+    except Exception as e:
+        print(f"Error checking email inbox: {e}")
+
+
+def read_emails_from_file():  # this function reads 5 emails from the Email csv file and returns them as a list
+
+    Emails_df = pd.read_csv(BaseEmails_directory)
+    """Tailor this function to meet your requirements; it serves as an illustration. 
+    In our experiment, we utilized a single CSV file containing all the emails, located under "EndUserClientBaseEmails."
+     We provided each end-user client with the same CSV file, ensuring that each client reads distinct emails from the file.
+    Feel free to re-implement this function, but ensure that the construction of MyEmails follows the same pattern as the example provided below.
+    """
+    digit = ''
+
+    for char in MYEMAIL:
+        if char.isdigit():
+            digit += char
+    MyEmails = []
+
+    for i in range(0, 6):
+        Index = i + int(digit) * 6
+        Email = Emails_df.iloc[Index]
+
+        if Email['Sender'] != MYEMAIL:
+            Body = Email['Body']
+            EmailString = f'sender email address:{Email["Sender"]} \n email content: {Body}'
+            MyEmails.append(EmailString)
+
+    return MyEmails
+
+
+def Handle_New_Inbox_Email(email_data):  # this function handles the new email from the server, it parses the email data and then sends it to the LLaVa server, then it parses the LLaVa response and sends the email to the two recipients that the LLaVa server chose if the LLaVa server chose to forward the email
+    sender, recipient, subject, body, filepath = email_data
+
+    bodyWrap = 'classify the email into one of the following options based on its content and return the JSON format.  \n  The options are \n 1."forward"- send to someone in case the content is relevant to additional contacts, Forward JSON format: "{"Classification": "forward","Subject": "forwarded email", "Body": "Begin Forwarded Email"}" \n 2."spam"- spam if its content is spam , promotional or advertisement, Spam JSON format: "{"Classification": "Spam","Subject": "", "Body": ""}".\n  3."reply"- reply in case this email requires a user response, Reply JSON format: "{"Classification": "Reply","Subject": "", "Body": ""}" . \n\n  ' \
+                 f'Email content text: {body}.'
+
+    query2 = 'Return the JSON object'
+
+    global MyEmails
+
+    processed_emails = []
+    for i, email in enumerate(MyEmails):
+        # Replace all non-ASCII characters and remove new lines and replace them with -@- so the utf-8 encoding will work
+        processed_email = email.encode('ascii', 'ignore').decode('ascii').replace('\n', '-@-')
+        processed_emails.append(processed_email)
+
+    MyEmails = processed_emails
+
+    query3=' here are five recent emails I have received: '
+    for email in MyEmails:
+        query3 += email + '\n'
+
+    query3 += 'read them and say ok.'
+    query4 = 'Based on the content of the five emails, choose the email addresses that might be interested in the content of this new email. return their email address'
+    query5 = 'add their email address to the JSON object you built earlier, add them under { "Emails": " , "}'
+
+    AdditionalQuery = [query2, query3, query4, query5]
+    print('\n ---Sending the new email from the inbox to LLaVa for classification ---\n')
+    response = send_Email('CHECK_EMAIL', MYEMAIL, sender, subject, bodyWrap, filepath, SERVER_LLAVA_HOST,
+                          SERVER_LLAVA_PORT, AdditionalQuery) # Send the email to the LLaVa server for classification
+    ResponsesDict = {}
+    for i in range(len(AdditionalQuery) + 1):
+        start_index = response.find(f'Response {i}:')
+        end_index = response.find(f'Response {i + 1}:')
+        if end_index == -1:
+            end_index = len(response)
+        ResponsesDict[i] = response[start_index:end_index]
+
+    ClassificaionRespond1 = ResponsesDict[1]
+    data = ResponsesDict[4]
+
+    ClassificationAll = data.lower()
+
+    start_index = ClassificationAll.find('forward')
+    if start_index != -1:
+        Classification = 'forward'
+    else:
+        start_index = ClassificationAll.find('reply')
+        if start_index != -1:
+            Classification = 'reply'
+        else:
+            start_index = ClassificationAll.find('spam')
+            if start_index != -1:
+                Classification = 'spam'
+            else:
+                Classification = 'Error'
+
+    ClassificaionRespond1 = ClassificaionRespond1.lower() # if something goes wrong in the last JSON, the classification will be error and we will use the first JSON to classify the email
+    if Classification == 'Error':
+        start_index = ClassificaionRespond1.find('forward')
+        if start_index != -1:
+            Classification = 'forward'
+        else:
+            start_index = ClassificaionRespond1.find('reply')
+            if start_index != -1:
+                Classification = 'reply'
+            else:
+                start_index = ClassificaionRespond1.find('spam')
+                if start_index != -1:
+                    Classification = 'spam'
+                else:
+                    Classification = 'Error2'
+
+    print('Classification from LLaVa is:', Classification)
+
+    if Classification == 'reply': # if the LLaVa server chose to reply to the email, we will move the email to the Manual Folder
+        print('Manual action is required for replying to this email, so it will be transferred to the Manual Folder.')
+        pass
+    elif Classification == 'forward':
+        print('Starting to forward the emails to the correspondents')
+        EmailAddresses = re.findall(r'[\w\.-]+@[\w\.-]+', data)
+        Command = "SEND_EMAIL"
+        EmailAddresses = list(set(EmailAddresses))
+        for Email in EmailAddresses:
+            recipient = Email
+            response = send_Email(Command, MYEMAIL, recipient, subject, body, filepath, SERVER_EMAIL_HOST,
+                                  SERVER_EMAIL_PORT)
+            print(f'{response} to: {recipient}')
+
+    elif Classification == 'spam':# if the LLaVa server chose to move the email to the spam folder, we will move the email to the Spam Folder
+        print('Moving the email to the Spam Folder')
+        pass
+    else:
+        print('Error in classification')
+        pass
+
+    # remove the first email from the list with pop and append the new email to the end of the list
+    if CycleNewEmails: #this allows us to decide if we want to cycle the new emails or use the same base emails (in our experiment, we cycled the emails)
+        MyEmails.pop(0)
+        NewEmailString = f'sender email address:{sender} \n email content: {body}'
+        MyEmails.append(NewEmailString)
+    else:
+        pass
+
+
+
+def main():
+    global MAILSERVER, SERVER_EMAIL_HOST, SERVER_EMAIL_PORT, SERVER_LLAVA_HOST, SERVER_LLAVA_PORT, MYEMAIL, BaseEmails_directory, saveMail_directory, MyEmails, CycleNewEmails, default_image
+
+    MAILSERVER = 'MailServer@example.com'
+    parser = argparse.ArgumentParser(description='Description of your program')
+    parser.add_argument('--SERVER_EMAIL_HOST', type=str, help='Server Email IP')
+    parser.add_argument('--SERVER_EMAIL_PORT', type=int, help='Server Email Port')
+    parser.add_argument('--SERVER_LLAVA_HOST', type=str, help='Server LLaVa IP')
+    parser.add_argument('--SERVER_LLAVA_PORT', type=int, help='Server LLaVa Port')
+    parser.add_argument('--MYEMAIL', type=str, help='PersonX@example.com Email')
+    parser.add_argument('--saveMail_directory', type=str, help='Directory to save the emails')
+    parser.add_argument('--BaseEmails_directory', type=str, help='Directory to save the base emails')
+    parser.add_argument('--CycleNewEmails', type=bool,
+                        help='True if you want to cycle the new emails, False if you want to use the same base emails')
+    parser.add_argument('--default_image', type=str, help='Path to the default image, if you do not want to use the default image, leave it empty')
+
+    args = parser.parse_args()
+    SERVER_EMAIL_HOST = args.SERVER_EMAIL_HOST
+    SERVER_EMAIL_PORT = args.SERVER_EMAIL_PORT
+    SERVER_LLAVA_HOST = args.SERVER_LLAVA_HOST
+    SERVER_LLAVA_PORT = args.SERVER_LLAVA_PORT
+    MYEMAIL = args.MYEMAIL
+    saveMail_directory = args.saveMail_directory
+    BaseEmails_directory = args.BaseEmails_directory
+    CycleNewEmails = args.CycleNewEmails
+    default_image = args.default_image
+    MyEmails = read_emails_from_file()
+
+    print(f'Starting the Client for Email {MYEMAIL}')
+
+    while True:
+        print('-' * 50)
+        time.sleep(random.randint(10, 20))
+        print('Checking the inbox for new emails')
+        check_email_inbox()
+        print('-' * 50)
+
+
+if __name__ == '__main__':
+    main()

core/integrations/email_handler.py

@@ -0,0 +1,81 @@
+# app/core/integrations/email_handler.py
+
+from typing import Optional, List, Dict
+import imaplib
+import email
+import logging
+import smtplib
+from email.mime.text import MIMEText
+from email.mime.multipart import MIMEMultipart
+
+class EmailHandler:
+    def __init__(self, config):
+        self.logger = logging.getLogger(__name__)
+        self.config = config
+        self.imap = None
+        self.smtp = None
+        
+    async def connect(self):
+        """Connect to email servers"""
+        try:
+            # IMAP connection
+            self.imap = imaplib.IMAP4_SSL(self.config.IMAP_HOST)
+            self.imap.login(self.config.EMAIL, self.config.PASSWORD)
+            
+            # SMTP connection
+            self.smtp = smtplib.SMTP(self.config.SMTP_HOST, self.config.SMTP_PORT)
+            self.smtp.starttls()
+            self.smtp.login(self.config.EMAIL, self.config.PASSWORD)
+            
+            return True
+        except Exception as e:
+            self.logger.error(f"Connection error: {e}")
+            return False
+
+    async def disconnect(self):
+        """Close email connections"""
+        try:
+            if self.imap:
+                self.imap.logout()
+            if self.smtp:
+                self.smtp.quit()
+        except Exception as e:
+            self.logger.error(f"Disconnect error: {e}")
+
+    async def fetch_recent_emails(self, folder="INBOX", limit=10) -> List[Dict]:
+        """Fetch recent emails from specified folder"""
+        try:
+            self.imap.select(folder)
+            _, messages = self.imap.search(None, "ALL")
+            email_list = []
+            
+            for num in messages[0].split()[-limit:]:
+                _, msg = self.imap.fetch(num, "(RFC822)")
+                email_message = email.message_from_bytes(msg[0][1])
+                
+                email_data = {
+                    'subject': email_message['subject'],
+                    'from': email_message['from'],
+                    'date': email_message['date'],
+                    'body': self.get_email_body(email_message)
+                }
+                email_list.append(email_data)
+                
+            return email_list
+        except Exception as e:
+            self.logger.error(f"Error fetching emails: {e}")
+            return []
+
+    def get_email_body(self, email_message) -> str:
+        """Extract email body from message"""
+        try:
+            if email_message.is_multipart():
+                body = ""
+                for part in email_message.walk():
+                    if part.get_content_type() == "text/plain":
+                        body += part.get_payload(decode=True).decode()
+                return body
+            return email_message.get_payload(decode=True).decode()
+        except Exception as e:
+            self.logger.error(f"Error extracting email body: {e}")
+            return ""

core/plugin_manager.py

@@ -0,0 +1,84 @@
+import os
+import importlib
+import logging
+import inspect
+import json
+from jsonschema import validate, exceptions, Draft7Validator
+
+PLUGIN_DIR = "scan_modules"
+
+class PluginManager:
+    """Manages the loading and execution of scan modules (plugins)."""
+
+    def __init__(self):
+        self.plugins = {}
+        self.load_plugins()
+
+    def load_plugins(self):
+        """Loads all available plugins from the plugin directory."""
+        for filename in os.listdir(PLUGIN_DIR):
+            if filename.endswith("_module.py"):
+                module_name = filename[:-3]
+                module_path = os.path.join(PLUGIN_DIR, filename)
+                try:
+                    spec = importlib.util.spec_from_file_location(module_name, module_path)
+                    module = importlib.util.module_from_spec(spec)
+                    spec.loader.exec_module(module)
+                    if hasattr(module, 'Plugin'):
+                        plugin_class = module.Plugin
+                        dependencies = getattr(plugin_class, 'dependencies', [])
+                        config_schema = getattr(plugin_class, 'config_schema', None)
+                        if self.check_dependencies(dependencies):
+                            plugin_instance = plugin_class()
+                            if config_schema:
+                                try:
+                                    Draft7Validator.check_schema(config_schema)
+                                    plugin_instance.config_schema = config_schema
+                                except exceptions.SchemaError as e:
+                                    logging.error(f"Invalid config schema for plugin '{plugin_instance.name}': {e}")
+                                    continue
+                            self.plugins[plugin_instance.name] = plugin_instance
+                            logging.info(f"Plugin '{plugin_instance.name}' loaded successfully.")
+                        else:
+                            logging.warning(f"Plugin '{module_name}' dependencies not met, skipping.")
+                    else:
+                        logging.warning(f"Module '{module_name}' does not have a 'Plugin' class.")
+                except Exception as e:
+                    logging.error(f"Error loading plugin '{module_name}': {e}")
+
+    def check_dependencies(self, dependencies):
+        """Checks if all plugin dependencies are met."""
+        for dep in dependencies:
+            if dep not in self.plugins:
+                logging.warning(f"Dependency '{dep}' not found.")
+                return False
+        return True
+
+    def get_plugin(self, plugin_name):
+        """Returns a plugin instance by name."""
+        return self.plugins.get(plugin_name)
+
+    def get_all_plugins(self):
+        """Returns a dictionary of all loaded plugins."""
+        return self.plugins
+
+    def run_plugin(self, plugin_name, target, config, output_dir):
+        """Runs a specific plugin."""
+        plugin = self.get_plugin(plugin_name)
+        if plugin:
+            try:
+                if hasattr(plugin, 'config_schema'):
+                    self.validate_plugin_config(config['parameters'], plugin.config_schema)
+                plugin.run_scan(target, config, output_dir)
+            except Exception as e:
+                logging.error(f"Error running plugin '{plugin_name}': {e}")
+        else:
+            logging.warning(f"Plugin '{plugin_name}' not found.")
+
+    def validate_plugin_config(self, config_params, config_schema):
+        """Validates plugin configuration against its schema."""
+        try:
+            validate(instance=config_params, schema=config_schema)
+        except exceptions.ValidationError as e:
+            logging.error(f"Plugin configuration validation error: {e}")
+            raise ValueError(f"Plugin configuration validation error: {e}")

dashboard/dashboard.py

@@ -0,0 +1,440 @@
+from flask import Flask, render_template, request, redirect, url_for, session
+from functools import wraps
+from modules.advanced_malware_analysis import AdvancedMalwareAnalysis
+from modules.advanced_social_engineering import AdvancedSocialEngineering
+from modules.real_time_threat_intelligence import RealTimeThreatIntelligence
+from modules.real_time_monitoring import RealTimeMonitoring
+from modules.threat_intelligence import ThreatIntelligence
+from modules.predictive_analytics import PredictiveAnalytics
+from modules.automated_incident_response import AutomatedIncidentResponse
+from modules.ai_red_teaming import AIRedTeaming
+from modules.apt_simulation import APTSimulation
+from modules.machine_learning_ai import MachineLearningAI
+from modules.data_visualization import DataVisualization
+from modules.blockchain_logger import BlockchainLogger
+from modules.cloud_exploitation import CloudExploitation
+from modules.iot_exploitation import IoTExploitation
+from modules.quantum_computing import QuantumComputing
+from modules.edge_computing import EdgeComputing
+from modules.serverless_computing import ServerlessComputing
+from modules.microservices_architecture import MicroservicesArchitecture
+from modules.cloud_native_applications import CloudNativeApplications
+from modules.advanced_decryption import AdvancedDecryption
+from modules.advanced_malware_analysis import AdvancedMalwareAnalysis
+from modules.advanced_social_engineering import AdvancedSocialEngineering
+from modules.alerts_notifications import AlertsNotifications
+from modules.device_fingerprinting import DeviceFingerprinting
+from modules.exploit_payloads import ExploitPayloads
+from modules.fuzzing_engine import FuzzingEngine
+from modules.mitm_stingray import MITMStingray
+from modules.network_exploitation import NetworkExploitation
+from modules.vulnerability_scanner import VulnerabilityScanner
+from modules.wireless_exploitation import WirelessExploitation
+from modules.zero_day_exploits import ZeroDayExploits
+from modules.device_control import DeviceControl
+from modules.windows_control import WindowsControl
+from modules.macos_control import MacOSControl
+from modules.linux_control import LinuxControl
+from modules.android_control import AndroidControl
+from modules.ios_control import iOSControl
+from modules.advanced_device_control import AdvancedDeviceControl
+from modules.otp_interceptor import OTPInterceptor
+from database.models import DocumentAnalysis
+from sqlalchemy import create_engine
+from sqlalchemy.orm import sessionmaker
+import logging
+import pika
+from kafka import KafkaProducer, KafkaConsumer
+
+app = Flask(__name__)
+app.secret_key = 'your_secret_key'
+
+DATABASE_URL = "sqlite:///document_analysis.db"
+engine = create_engine(DATABASE_URL)
+SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine)
+
+# Dummy user data for RBAC
+users = {
+    "admin": {"password": "admin123", "role": "admin"},
+    "user": {"password": "user123", "role": "user"},
+    "sponsored_user": {"password": "sponsored123", "role": "sponsored_user"}
+}
+
+# Role-Based Access Control (RBAC) decorator
+def rbac_required(role):
+    def decorator(f):
+        @wraps(f)
+        def decorated_function(*args, **kwargs):
+            if 'username' not in session or users[session['username']]['role'] != role:
+                return redirect(url_for('login'))
+            return f(*args, **kwargs)
+        return decorated_function
+    return decorator
+
+@app.route("/login", methods=["GET", "POST"])
+def login():
+    if request.method == "POST":
+        username = request.form["username"]
+        password = request.form["password"]
+        if username in users and users[username]["password"] == password:
+            session["username"] = username
+            return redirect(url_for("dashboard"))
+        return "Invalid credentials"
+    return render_template("login.html")
+
+@app.route("/logout")
+def logout():
+    session.pop("username", None)
+    return redirect(url_for("login"))
+
+@app.route("/")
+@rbac_required("user")
+def dashboard():
+    try:
+        malware_analysis = AdvancedMalwareAnalysis()
+        social_engineering = AdvancedSocialEngineering()
+        threat_intelligence = RealTimeThreatIntelligence(api_key="YOUR_API_KEY")
+        monitoring = RealTimeMonitoring(threat_intelligence_module=threat_intelligence)
+        advanced_threat_intelligence = ThreatIntelligence()
+        predictive_analytics = PredictiveAnalytics()
+        automated_incident_response = AutomatedIncidentResponse()
+        ai_red_teaming = AIRedTeaming()
+        apt_simulation = APTSimulation()
+        machine_learning_ai = MachineLearningAI()
+        data_visualization = DataVisualization()
+        blockchain_logger = BlockchainLogger()
+        cloud_exploitation = CloudExploitation()
+        iot_exploitation = IoTExploitation()
+        quantum_computing = QuantumComputing()
+        edge_computing = EdgeComputing()
+        serverless_computing = ServerlessComputing()
+        microservices_architecture = MicroservicesArchitecture()
+        cloud_native_applications = CloudNativeApplications()
+        advanced_decryption = AdvancedDecryption()
+        advanced_malware_analysis = AdvancedMalwareAnalysis()
+        advanced_social_engineering = AdvancedSocialEngineering()
+        alerts_notifications = AlertsNotifications(smtp_server="smtp.example.com", smtp_port=587, smtp_user="user@example.com", smtp_password="password")
+        device_fingerprinting = DeviceFingerprinting()
+        exploit_payloads = ExploitPayloads()
+        fuzzing_engine = FuzzingEngine()
+        mitm_stingray = MITMStingray(interface="wlan0")
+        network_exploitation = NetworkExploitation()
+        vulnerability_scanner = VulnerabilityScanner()
+        wireless_exploitation = WirelessExploitation()
+        zero_day_exploits = ZeroDayExploits()
+        device_control = DeviceControl()
+        windows_control = WindowsControl()
+        macos_control = MacOSControl()
+        linux_control = LinuxControl()
+        android_control = AndroidControl()
+        ios_control = iOSControl()
+        advanced_device_control = AdvancedDeviceControl()
+        otp_interceptor = OTPInterceptor(
+            email_config={
+                'host': 'your_email_host',
+                'username': 'your_email_username',
+                'password': 'your_email_password'
+            },
+            twilio_config={
+                'account_sid': 'your_twilio_account_sid',
+                'auth_token': 'your_twilio_auth_token'
+            }
+        )
+
+        # Integration checks
+        if not all([malware_analysis, social_engineering, threat_intelligence, monitoring, advanced_threat_intelligence, predictive_analytics, automated_incident_response, ai_red_teaming, apt_simulation, machine_learning_ai, data_visualization, blockchain_logger, cloud_exploitation, iot_exploitation, quantum_computing, edge_computing, serverless_computing, microservices_architecture, cloud_native_applications, advanced_decryption, advanced_malware_analysis, advanced_social_engineering, alerts_notifications, device_fingerprinting, exploit_payloads, fuzzing_engine, mitm_stingray, network_exploitation, vulnerability_scanner, wireless_exploitation, zero_day_exploits, device_control, windows_control, macos_control, linux_control, android_control, ios_control, advanced_device_control, otp_interceptor]):
+            raise ValueError("Module integration check failed")
+
+        monitoring.threat_intelligence_module = advanced_threat_intelligence
+        monitoring.automated_incident_response = automated_incident_response
+        monitoring.ai_red_teaming = ai_red_teaming
+        monitoring.apt_simulation = apt_simulation
+        monitoring.predictive_analytics = predictive_analytics
+        monitoring.machine_learning_ai = machine_learning_ai
+        monitoring.data_visualization = data_visualization
+        monitoring.cloud_exploitation = cloud_exploitation
+        monitoring.iot_exploitation = iot_exploitation
+        monitoring.quantum_computing = quantum_computing
+        monitoring.edge_computing = edge_computing
+        monitoring.serverless_computing = serverless_computing
+        monitoring.microservices_architecture = microservices_architecture
+        monitoring.cloud_native_applications = cloud_native_applications
+        monitoring.device_control = device_control
+        monitoring.windows_control = windows_control
+        monitoring.macos_control = macos_control
+        monitoring.linux_control = linux_control
+        monitoring.android_control = android_control
+        monitoring.ios_control = ios_control
+        monitoring.advanced_device_control = advanced_device_control
+
+        # Add tool tips and advanced help options for all functions
+        def add_tool_tips():
+            tool_tips = {
+                "advanced_threat_intelligence": "Provides advanced threat intelligence capabilities.",
+                "predictive_analytics": "Utilizes predictive analytics for threat detection.",
+                "automated_incident_response": "Automates incident response processes.",
+                "ai_red_teaming": "AI-driven red teaming for security testing.",
+                "apt_simulation": "Simulates advanced persistent threats.",
+                "machine_learning_ai": "Machine learning-based AI for threat detection.",
+                "data_visualization": "Visualizes data for better insights.",
+                "blockchain_logger": "Logs data using blockchain technology.",
+                "cloud_exploitation": "Exploits vulnerabilities in cloud environments.",
+                "iot_exploitation": "Exploits vulnerabilities in IoT devices.",
+                "quantum_computing": "Utilizes quantum computing for security.",
+                "edge_computing": "Secures edge computing environments.",
+                "serverless_computing": "Secures serverless computing environments.",
+                "microservices_architecture": "Secures microservices architectures.",
+                "cloud_native_applications": "Secures cloud-native applications.",
+                "advanced_decryption": "Advanced decryption capabilities.",
+                "advanced_malware_analysis": "Analyzes and detects advanced malware.",
+                "advanced_social_engineering": "Detects and prevents social engineering attacks.",
+                "alerts_notifications": "Sends alerts and notifications.",
+                "device_fingerprinting": "Identifies devices using fingerprinting.",
+                "exploit_payloads": "Manages exploit payloads.",
+                "fuzzing_engine": "Fuzzing engine for vulnerability detection.",
+                "mitm_stingray": "Manages MITM Stingray attacks.",
+                "network_exploitation": "Exploits network vulnerabilities.",
+                "vulnerability_scanner": "Scans for vulnerabilities.",
+                "wireless_exploitation": "Exploits wireless vulnerabilities.",
+                "zero_day_exploits": "Manages zero-day exploits.",
+                "device_control": "Controls various device functions.",
+                "windows_control": "Controls Windows devices.",
+                "macos_control": "Controls macOS devices.",
+                "linux_control": "Controls Linux devices.",
+                "android_control": "Controls Android devices.",
+                "ios_control": "Controls iOS devices.",
+                "advanced_device_control": "Provides advanced device control features."
+            }
+            return tool_tips
+
+        tool_tips = add_tool_tips()
+
+        # Add a continue button for the AI chatbot to continue incomplete responses
+        continue_button = pn.widgets.Button(name="Continue", button_type="primary")
+
+        # Add a download icon button for downloading zip files of projects
+        download_button = pn.widgets.Button(name="Download .zip", button_type="primary", icon="download")
+
+        # Save dashboard data to the database
+        session = SessionLocal()
+        try:
+            dashboard_data = DocumentAnalysis(
+                source="dashboard",
+                title="Dashboard Data",
+                links=str({
+                    "threats_detected": 5,
+                    "exploits_deployed": 3,
+                    "malware_analysis": malware_analysis.render(),
+                    "social_engineering": social_engineering.render(),
+                    "threat_intelligence": threat_intelligence.render(),
+                    "monitoring": monitoring.render(),
+                    "advanced_threat_intelligence": advanced_threat_intelligence.render(),
+                    "predictive_analytics": predictive_analytics.render(),
+                    "automated_incident_response": automated_incident_response.render(),
+                    "ai_red_teaming": ai_red_teaming.render(),
+                    "apt_simulation": apt_simulation.render(),
+                    "machine_learning_ai": machine_learning_ai.render(),
+                    "data_visualization": data_visualization.render(),
+                    "blockchain_logger": blockchain_logger.render(),
+                    "cloud_exploitation": cloud_exploitation.render(),
+                    "iot_exploitation": iot_exploitation.render(),
+                    "quantum_computing": quantum_computing.render(),
+                    "edge_computing": edge_computing.render(),
+                    "serverless_computing": serverless_computing.render(),
+                    "microservices_architecture": microservices_architecture.render(),
+                    "cloud_native_applications": cloud_native_applications.render(),
+                    "advanced_decryption": advanced_decryption.render(),
+                    "advanced_malware_analysis": advanced_malware_analysis.render(),
+                    "advanced_social_engineering": advanced_social_engineering.render(),
+                    "alerts_notifications": alerts_notifications.render(),
+                    "device_fingerprinting": device_fingerprinting.render(),
+                    "exploit_payloads": exploit_payloads.render(),
+                    "fuzzing_engine": fuzzing_engine.render(),
+                    "mitm_stingray": mitm_stingray.render(),
+                    "network_exploitation": network_exploitation.render(),
+                    "vulnerability_scanner": vulnerability_scanner.render(),
+                    "wireless_exploitation": wireless_exploitation.render(),
+                    "zero_day_exploits": zero_day_exploits.render(),
+                    "device_control": device_control.render(),
+                    "windows_control": windows_control.render(),
+                    "macos_control": macos_control.render(),
+                    "linux_control": linux_control.render(),
+                    "android_control": android_control.render(),
+                    "ios_control": ios_control.render(),
+                    "advanced_device_control": advanced_device_control.render(),
+                    "otp_interceptor": otp_interceptor.intercept_email_otp(),
+                    "otp_interceptor": otp_interceptor.intercept_sms_otp()
+                }),
+                error=None
+            )
+            session.add(dashboard_data)
+            session.commit()
+        except Exception as e:
+            logging.error(f"Error saving dashboard data to database: {e}")
+            session.rollback()
+        finally:
+            session.close()
+
+        return render_template("dashboard.html", data={
+            "threats_detected": 5,
+            "exploits_deployed": 3,
+            "malware_analysis": malware_analysis.render(),
+            "social_engineering": social_engineering.render(),
+            "threat_intelligence": threat_intelligence.render(),
+            "monitoring": monitoring.render(),
+            "advanced_threat_intelligence": advanced_threat_intelligence.render(),
+            "predictive_analytics": predictive_analytics.render(),
+            "automated_incident_response": automated_incident_response.render(),
+            "ai_red_teaming": ai_red_teaming.render(),
+            "apt_simulation": apt_simulation.render(),
+            "machine_learning_ai": machine_learning_ai.render(),
+            "data_visualization": data_visualization.render(),
+            "blockchain_logger": blockchain_logger.render(),
+            "cloud_exploitation": cloud_exploitation.render(),
+            "iot_exploitation": iot_exploitation.render(),
+            "quantum_computing": quantum_computing.render(),
+            "edge_computing": edge_computing.render(),
+            "serverless_computing": serverless_computing.render(),
+            "microservices_architecture": microservices_architecture.render(),
+            "cloud_native_applications": cloud_native_applications.render(),
+            "advanced_decryption": advanced_decryption.render(),
+            "advanced_malware_analysis": advanced_malware_analysis.render(),
+            "advanced_social_engineering": advanced_social_engineering.render(),
+            "alerts_notifications": alerts_notifications.render(),
+            "device_fingerprinting": device_fingerprinting.render(),
+            "exploit_payloads": exploit_payloads.render(),
+            "fuzzing_engine": fuzzing_engine.render(),
+            "mitm_stingray": mitm_stingray.render(),
+            "network_exploitation": network_exploitation.render(),
+            "vulnerability_scanner": vulnerability_scanner.render(),
+            "wireless_exploitation": wireless_exploitation.render(),
+            "zero_day_exploits": zero_day_exploits.render(),
+            "device_control": device_control.render(),
+            "windows_control": windows_control.render(),
+            "macos_control": macos_control.render(),
+            "linux_control": linux_control.render(),
+            "android_control": android_control.render(),
+            "ios_control": ios_control.render(),
+            "advanced_device_control": advanced_device_control.render(),
+            "otp_interceptor": otp_interceptor.intercept_email_otp(),
+            "otp_interceptor": otp_interceptor.intercept_sms_otp(),
+            "continue_button": continue_button,
+            "download_button": download_button
+        })
+    except Exception as e:
+        logging.error(f"Error initializing dashboard: {e}")
+        return "Error initializing dashboard"
+
+@app.route("/admin")
+@rbac_required("admin")
+def admin_dashboard():
+    try:
+        compliance_status = "Compliant"
+        training_status = "Completed"
+        return render_template("admin_dashboard.html", data={"compliance_status": compliance_status, "training_status": training_status})
+    except Exception as e:
+        logging.error(f"Error initializing admin dashboard: {e}")
+        return "Error initializing admin dashboard"
+
+@app.route("/compliance")
+@rbac_required("admin")
+def compliance_dashboard():
+    return render_template("compliance_dashboard.html", data={"compliance_status": "Compliant"})
+
+@app.route("/training")
+@rbac_required("user")
+def training_dashboard():
+    return render_template("training_dashboard.html", data={"training_status": "Completed"})
+
+@app.route("/sponsored_user_dashboard")
+@rbac_required("sponsored_user")
+def sponsored_user_dashboard():
+    try:
+        # Logic to handle sponsored user-specific settings and profile modifications
+        sponsored_user_settings = {
+            "profile_setting_1": "Value 1",
+            "profile_setting_2": "Value 2"
+        }
+
+        # Logic to handle user access settings and settings of the entity
+        user_access_settings = {
+            "access_setting_1": "Value 1",
+            "access_setting_2": "Value 2"
+        }
+
+        # Logic to handle sponsored employee accounts or user profiles of employees of government agencies, government contractors, and other approved entities
+        sponsored_employee_accounts = {
+            "employee_account_1": "Value 1",
+            "employee_account_2": "Value 2"
+        }
+
+        return render_template("sponsored_user_dashboard.html", data={
+            "sponsored_user_settings": sponsored_user_settings,
+            "user_access_settings": user_access_settings,
+            "sponsored_employee_accounts": sponsored_employee_accounts
+        })
+    except Exception as e:
+        logging.error(f"Error initializing sponsored user dashboard: {e}")
+        return "Error initializing sponsored user dashboard"
+
+# Implement best practices for integrating message queues
+def setup_message_queue():
+    try:
+        connection = pika.BlockingConnection(pika.ConnectionParameters('localhost'))
+        channel = connection.channel()
+        channel.queue_declare(queue='task_queue', durable=True)
+        return channel
+    except Exception as e:
+        logging.error(f"Error setting up message queue: {e}")
+        return None
+
+message_queue_channel = setup_message_queue()
+
+def send_message_to_queue(message):
+    try:
+        if message_queue_channel:
+            message_queue_channel.basic_publish(
+                exchange='',
+                routing_key='task_queue',
+                body=message,
+                properties=pika.BasicProperties(
+                    delivery_mode=2,  # make message persistent
+                ))
+            logging.info(f"Sent message to queue: {message}")
+        else:
+            logging.error("Message queue channel is not available.")
+    except Exception as e:
+        logging.error(f"Error sending message to queue: {e}")
+
+# Example usage of sending a message to the queue
+send_message_to_queue("Test message")
+
+def setup_kafka():
+    try:
+        producer = KafkaProducer(bootstrap_servers='localhost:9092')
+        consumer = KafkaConsumer('my_topic', bootstrap_servers='localhost:9092', auto_offset_reset='earliest', enable_auto_commit=True, group_id='my-group')
+        return producer, consumer
+    except Exception as e:
+        logging.error(f"Error setting up Kafka: {e}")
+        return None, None
+
+def send_message_to_kafka(producer, topic, message):
+    try:
+        producer.send(topic, message.encode('utf-8'))
+        producer.flush()
+        logging.info(f"Sent message to Kafka topic {topic}: {message}")
+    except Exception as e:
+        logging.error(f"Error sending message to Kafka: {e}")
+
+def receive_message_from_kafka(consumer):
+    try:
+        for message in consumer:
+            logging.info(f"Received message from Kafka: {message.value.decode('utf-8')}")
+    except Exception as e:
+        logging.error(f"Error receiving message from Kafka: {e}")
+
+if __name__ == "__main__":
+    producer, consumer = setup_kafka()
+    if producer and consumer:
+        send_message_to_kafka(producer, 'my_topic', 'Test Kafka message')
+        receive_message_from_kafka(consumer)

database/models.py

@@ -0,0 +1,84 @@
+from sqlalchemy import create_engine, Column, String, Integer, Text
+from sqlalchemy.ext.declarative import declarative_base
+from sqlalchemy.orm import sessionmaker
+import logging
+import os
+
+Base = declarative_base()
+
+class DocumentAnalysis(Base):
+    __tablename__ = "document_analysis"
+    id = Column(Integer, primary_key=True, autoincrement=True)
+    source = Column(String, nullable=False)
+    title = Column(String, nullable=True)
+    links = Column(Text, nullable=True)
+    error = Column(Text, nullable=True)
+
+DATABASE_URL = os.getenv("DATABASE_URL", "sqlite:///document_analysis.db")
+if not DATABASE_URL:
+    raise ValueError("DATABASE_URL environment variable is not set.")
+engine = create_engine(DATABASE_URL)
+SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine)
+Base.metadata.create_all(bind=engine)
+
+# Connect to the apps, dashboards, modules, tools, payloads, and exploits
+from app_security.app_vulnerability_scanner import scan_application
+from app import monitoring, threat_intelligence, advanced_threat_intelligence, predictive_analytics, automated_incident_response, ai_red_teaming, apt_simulation, machine_learning_ai, data_visualization, blockchain_logger, cloud_exploitation, iot_exploitation, quantum_computing, edge_computing, serverless_computing, microservices_architecture, cloud_native_applications
+from backend.code_parser import CodeParser
+from backend.pipeline_manager import PipelineManager
+from c2_dashboard import C2Dashboard
+from chatbot.app import scan_network, deploy_exploit
+from chatbot.chatbot import handle_vulnerability_scanning, handle_exploit_deployment
+from dashboard.dashboard import malware_analysis, social_engineering
+from exploits.exploits2 import deploy_exploit as deploy_exploit2
+from exploits.ios_framework_extracted.iOS_Zero_Click_Framework_Updated.exploits import deploy_exploit as deploy_exploit_ios
+from modules.alerts_notifications import AlertsNotifications
+from modules.apt_simulation import APTSimulation
+
+# Configure logging
+logging.basicConfig(level=logging.ERROR, format='%(asctime)s - %(levelname)s - %(message)s')
+
+# Verification of component connections
+def verify_component_connections():
+    try:
+        # Check database connection
+        session = SessionLocal()
+        session.execute('SELECT 1')
+        session.close()
+        logging.info("Database connection verified.")
+        
+        # Check app components
+        if not all([monitoring, threat_intelligence, advanced_threat_intelligence, predictive_analytics, automated_incident_response, ai_red_teaming, apt_simulation, machine_learning_ai, data_visualization, blockchain_logger, cloud_exploitation, iot_exploitation, quantum_computing, edge_computing, serverless_computing, microservices_architecture, cloud_native_applications]):
+            raise ValueError("App component connection check failed")
+        logging.info("App components connection verified.")
+        
+        # Check backend components
+        if not all([CodeParser, PipelineManager]):
+            raise ValueError("Backend component connection check failed")
+        logging.info("Backend components connection verified.")
+        
+        # Check chatbot components
+        if not all([scan_network, deploy_exploit, handle_vulnerability_scanning, handle_exploit_deployment]):
+            raise ValueError("Chatbot component connection check failed")
+        logging.info("Chatbot components connection verified.")
+        
+        # Check dashboard components
+        if not all([malware_analysis, social_engineering]):
+            raise ValueError("Dashboard component connection check failed")
+        logging.info("Dashboard components connection verified.")
+        
+        # Check exploits components
+        if not all([deploy_exploit2, deploy_exploit_ios]):
+            raise ValueError("Exploits component connection check failed")
+        logging.info("Exploits components connection verified.")
+        
+        # Check modules components
+        if not all([AlertsNotifications, APTSimulation]):
+            raise ValueError("Modules components connection check failed")
+        logging.info("Modules components connection verified.")
+        
+    except Exception as e:
+        logging.error(f"Component connection verification failed: {e}")
+
+# Run verification
+verify_component_connections()

defense/active_defense.py

@@ -0,0 +1,10 @@
+
+import subprocess
+
+def active_defense(malicious_domain):
+    print(f"Blocking malicious domain: {malicious_domain}")
+    try:
+        command = f"iptables -A OUTPUT -d {malicious_domain} -j REJECT"
+        subprocess.run(command, shell=True)
+    except Exception as e:
+        print(f"Failed to block domain: {e}")

defense/memory_forensics.py

@@ -0,0 +1,10 @@
+
+import subprocess
+
+def analyze_memory(memory_dump, profile):
+    print("Analyzing memory for malware...")
+    try:
+        command = f"volatility -f {memory_dump} --profile={profile} malfind"
+        subprocess.run(command, shell=True)
+    except Exception as e:
+        print(f"Memory analysis failed: {e}")