first commit

jailbreak_toolbox/__init__.py

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+# FILE: /jailbreak-toolbox/jailbreak-toolbox/jailbreak_toolbox/__init__.py
+# This file is intentionally left blank.

jailbreak_toolbox/attacks/__init__.py

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+# FILE: /jailbreak-toolbox/jailbreak-toolbox/jailbreak_toolbox/attacks/__init__.py
+# This file is intentionally left blank.

jailbreak_toolbox/attacks/base_attack.py

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+from abc import ABC, abstractmethod
+from dataclasses import dataclass, field
+from typing import Any, List, Dict
+from ..models.base_model import BaseModel
+
+@dataclass
+class AttackResult:
+    target: Any
+    success: bool = False
+    final_prompt: str = ""
+    output_text: str = ""
+    history: List[Dict[str, Any]] = field(default_factory=list)
+    cost: Dict[str, float] = field(default_factory=dict)
+    method: str = ""
+    image_path: str = ""
+class BaseAttack(ABC):
+    def __init__(self, model: BaseModel, **kwargs):
+        self.model = model
+
+    @abstractmethod
+    def attack(self, target: Any) -> AttackResult:
+        pass
+    

jailbreak_toolbox/attacks/blackbox/__init__.py

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+"""
+Blackbox attack implementations for the Jailbreak Toolbox.
+
+This module contains implementations of various blackbox attacks against language models.
+Each attack is automatically registered with the attack_registry when imported.
+"""
+
+# Import all blackbox attack implementations here
+from jailbreak_toolbox.attacks.blackbox.implementations import *
+
+# You can also use __all__ to control what's imported with "from implementations import *"
+__all__ = [
+    "EvosynthAttack",
+]

jailbreak_toolbox/attacks/blackbox/base.py

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+from ..base_attack import BaseAttack
+from abc import ABC, abstractmethod
+class BaseBlackBoxAttack(BaseAttack):
+    """黑盒攻击的基类，可以提供通用工具。"""
+    @abstractmethod
+    def attack(self, target: str):
+        """
+        执行攻击，返回攻击结果。
+        
+        Args:
+            target: 攻击目标
+        
+        Returns:
+            AttackResult: 攻击结果对象
+        """
+        raise NotImplementedError("Subclasses must implement the attack method.")

jailbreak_toolbox/attacks/blackbox/implementations/__init__.py

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+"""
+Blackbox attack implementations for the Jailbreak Toolbox.
+
+This module contains implementations of various blackbox attacks against language models.
+Each attack is automatically registered with the attack_registry when imported.
+"""
+
+from jailbreak_toolbox.attacks.blackbox.implementations.genetic_attack import GeneticAttack
+from jailbreak_toolbox.attacks.blackbox.implementations.autodan import AutoDAN_Attack
+from jailbreak_toolbox.attacks.blackbox.implementations.pair_attack import PAIRAttack
+from jailbreak_toolbox.attacks.blackbox.implementations.renellm_attack import ReNeLLMAttack
+from jailbreak_toolbox.attacks.blackbox.implementations.gptfuzzer import GPTFuzzerAttack
+from jailbreak_toolbox.attacks.blackbox.implementations.cipherchat import CipherChatAttack
+from jailbreak_toolbox.attacks.blackbox.implementations.deepinception_attack import DeepInceptionAttack
+from jailbreak_toolbox.attacks.blackbox.implementations.ica_attack import ICAAttack
+from jailbreak_toolbox.attacks.blackbox.implementations.jailbroken_attack import JailBrokenAttack
+from jailbreak_toolbox.attacks.blackbox.implementations.xteaming_attack import XTeamingAttack
+from jailbreak_toolbox.attacks.blackbox.implementations.redqueen_attack import RedQueenAttack
+from jailbreak_toolbox.attacks.blackbox.implementations.actor_attack import ActorAttack
+from jailbreak_toolbox.attacks.blackbox.implementations.evosynth.evosynth_attack import EvosynthAttack
+__all__ = [
+    'GeneticAttack',
+    'AutoDAN_Attack',
+    'PAIRAttack',
+    'ReNeLLMAttack',
+    'GPTFuzzerAttack',
+    'CipherChatAttack',
+    'DeepInceptionAttack',
+    'ICAAttack',
+    'JailBrokenAttack',
+    'XTeamingAttack',
+    'RedQueenAttack',
+    'ActorAttack',
+    'EvosynthAttack',
+]

jailbreak_toolbox/attacks/blackbox/implementations/evosynth/__init__.py

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+"""
+Evosynth - Multi-Agent Jailbreak Attack System
+
+A sophisticated multi-agent framework for AI vulnerability assessment and
+jailbreak attack research, built on autonomous coordination between specialized agents.
+"""
+
+from .evosynth_attack import EvosynthAttack, EvosynthConfig, create_evosynth_attack
+
+# Export main classes and functions
+__all__ = [
+    'EvosynthAttack',
+    'EvosynthConfig',
+    'create_evosynth_attack'
+]
+
+# Version information
+__version__ = "1.0.0"
+__author__ = "Evosynth Team"
+__description__ = "Multi-Agent Jailbreak Attack System for AI Security Research"

jailbreak_toolbox/attacks/blackbox/implementations/evosynth/ai_agents/__init__.py

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+"""
+Autonomous AI Agents Module
+
+Specialized agents for the autonomous attack system with OpenAI Agents SDK integration:
+- MasterCoordinatorAgent: Strategic session coordination
+- ReconnaissanceAgent: Intelligence gathering and vulnerability discovery
+- ToolCreationAgent: AI-powered tool generation and evolution
+- ToolTestingAgent: Comprehensive tool validation and testing
+- ExploitationAgent: Multi-turn conversation execution
+- AIToolEvolutionAgent: Dynamic tool improvement and concept generation
+- External Power Tools: Real capabilities (judge_response, execute_code, create_ai_tool)
+"""
+
+import sys
+from pathlib import Path
+
+# Add the project root to the path for proper imports
+project_root = Path(__file__).parent.parent.parent
+sys.path.insert(0, str(project_root))
+
+# Import current autonomous agents
+try:
+    from .autonomous_orchestrator import AutonomousOrchestrator
+    from .master_coordinator_agent import MasterCoordinatorAgent
+    from .reconnaissance_agent import ReconnaissanceAgent
+    from .tool_synthesizer import ToolCreationAgent
+    from .exploitation_agent import ExploitationAgent
+    from .external_power_tools import (
+        judge_response,
+        test_tool_effectiveness
+    )
+    
+    ALL_AVAILABLE = True
+    
+except ImportError as e:
+    print(f"Warning: Could not import all autonomous agents: {e}")
+    # Define placeholder imports for documentation
+    AutonomousOrchestrator = None
+    MasterCoordinatorAgent = None
+    ReconnaissanceAgent = None
+    ToolCreationAgent = None
+    ExploitationAgent = None
+    AIToolEvolutionAgent = None
+    judge_response = None
+    execute_code = None
+    create_ai_tool = None
+    test_tool_effectiveness = None
+    ALL_AVAILABLE = False
+
+# Main exports
+__all__ = [
+    "AutonomousOrchestrator",
+    "MasterCoordinatorAgent",
+    "ReconnaissanceAgent", 
+    "ToolCreationAgent",
+    "ToolTestingAgent",
+    "ExploitationAgent",
+    "judge_response",
+    "test_tool_effectiveness",
+    "create_autonomous_system",
+    "get_available_agents",
+    "get_available_tools"
+]
+
+# Module information
+MODULE_INFO = {
+    "name": "Autonomous AI Agents",
+    "version": "2.2.0",
+    "description": "Specialized agents for autonomous AI security testing",
+    "architecture": "OpenAI Agents SDK with autonomous handoffs",
+    "agents_available": ALL_AVAILABLE
+}
+
+def get_module_info():
+    """Get module information"""
+    return MODULE_INFO
+
+def create_autonomous_system(config: dict):
+    """
+    Create and initialize the autonomous agent system
+    
+    Args:
+        config: Configuration dictionary containing:
+            - openai_api_key: OpenAI API key
+            - model_objects: Model configurations
+            - langfuse_config: Optional Langfuse tracing config
+    
+    Returns:
+        AutonomousOrchestrator instance
+    """
+    if not AutonomousOrchestrator:
+        raise ImportError("AutonomousOrchestrator not available - missing dependencies")
+    
+    return AutonomousOrchestrator(config)
+
+def get_available_agents():
+    """Get list of available agents"""
+    return [
+        "MasterCoordinatorAgent",
+        "ReconnaissanceAgent",
+        "ToolCreationAgent", 
+        "ExploitationAgent",
+        "AIToolEvolutionAgent"
+    ]
+
+def get_available_tools():
+    """Get list of available external power tools"""
+    return [
+        "judge_response",
+        "execute_code",
+        "create_ai_tool",
+        "test_tool_effectiveness"
+    ]
+
+def get_agent_capabilities():
+    """Get agent capabilities overview"""
+    return {
+        "MasterCoordinatorAgent": {
+            "role": "Strategic coordination",
+            "capabilities": ["Session management", "Handoff decisions", "Progress tracking"],
+            "tools": ["coordinate_session", "track_progress", "make_handoff_decision"]
+        },
+        "ReconnaissanceAgent": {
+            "role": "Intelligence gathering", 
+            "capabilities": ["Vulnerability discovery", "Query analysis", "Intelligence scoring"],
+            "tools": ["analyze_target_model", "explore_attack_areas", "access_runcontext_history"]
+        },
+        "ToolCreationAgent": {
+            "role": "Tool generation",
+            "capabilities": ["AI tool creation", "Tool improvement", "Performance optimization"],
+            "tools": ["create_attack_tool_from_intelligence", "improve_tool_based_on_results"]
+        },
+        "ExploitationAgent": {
+            "role": "Attack execution",
+            "capabilities": ["Multi-turn conversations", "Attack execution", "Progress tracking"],
+            "tools": ["execute_attack_tool", "conduct_conversation", "make_handoff_decision"]
+        },
+        "AIToolEvolutionAgent": {
+            "role": "Tool evolution",
+            "capabilities": ["Concept generation", "Tool mutation", "Performance analysis"],
+            "tools": ["generate_ai_attack_concepts", "evolve_tool_approach"]
+        }
+    }
+
+def test_agent_imports():
+    """Test if all agents can be imported successfully"""
+    results = {
+        "autonomous_orchestrator": AutonomousOrchestrator is not None,
+        "master_coordinator": MasterCoordinatorAgent is not None,
+        "reconnaissance": ReconnaissanceAgent is not None,
+        "tool_creation": ToolCreationAgent is not None,
+        "exploitation": ExploitationAgent is not None,
+        "ai_tool_evolution": AIToolEvolutionAgent is not None,
+        "external_tools": all([
+            judge_response is not None,
+            execute_code is not None,
+            create_ai_tool is not None,
+            test_tool_effectiveness is not None
+        ])
+    }
+    
+    return results
+
+if __name__ == "__main__":
+    print("🧪 Testing Autonomous AI Agents Module")
+    print("=" * 50)
+    
+    # Test module information
+    info = get_module_info()
+    print(f"📦 Module: {info['name']} v{info['version']}")
+    print(f"🏗️  Architecture: {info['architecture']}")
+    print(f"✅ All agents available: {info['agents_available']}")
+    print()
+    
+    # Test imports
+    print("🔍 Testing imports:")
+    import_results = test_agent_imports()
+    for component, success in import_results.items():
+        status = "✅" if success else "❌"
+        print(f"   {status} {component}")
+    
+    # Show available agents and tools
+    print()
+    print("🤖 Available Agents:")
+    for agent in get_available_agents():
+        print(f"   ✅ {agent}")
+    
+    print()
+    print("🔧 Available Tools:")
+    for tool in get_available_tools():
+        print(f"   ✅ {tool}")
+    
+    # Show agent capabilities
+    print()
+    print("📋 Agent Capabilities:")
+    capabilities = get_agent_capabilities()
+    for agent, info in capabilities.items():
+        print(f"   🎯 {agent}: {info['role']}")
+        for capability in info['capabilities']:
+            print(f"      • {capability}")
+    
+    # Test system creation
+    if ALL_AVAILABLE:
+        print()
+        print("🚀 Testing system creation:")
+        try:
+            test_config = {
+                'openai_api_key': 'test-key',
+                'model_objects': {
+                    'attack_model_base': None,
+                    'judge_model_base': None
+                }
+            }
+            
+            orchestrator = create_autonomous_system(test_config)
+            print(f"✅ AutonomousOrchestrator created successfully")
+            print(f"   Session ID: {orchestrator.session_id}")
+            print(f"   Agents initialized: {len(orchestrator.agents)}")
+            
+        except Exception as e:
+            print(f"❌ System creation failed: {e}")
+    
+    print()
+    if all(import_results.values()):
+        print("🎉 All agents module tests passed!")
+        print("💡 Run 'python examples/quick_demo.py --help' for usage examples")
+    else:
+        print("⚠️  Some components are missing - check dependencies")