Anti-Agent-Agent is an open-source Python toolkit enabling developers to automatically spawn adversarial AI agents alongside defensive counterparts. It crafts and executes specialized prompts to probe vulnerabilities in conversational AI systems, identifying weaknesses and improving robustness. Users can customize agent behaviors, simulate attack scenarios, and analyze response resilience. With this framework, teams can integrate continuous security testing into AI development pipelines, ensuring safer and more reliable agent deployments.
AI Platforms & Frameworks
Workflow Automation
Security
#adversarial AI
#defensive AI
#AI security testing
#Prompt Engineering
#vulnerability assessment
#chatbot security
#AI agent simulation
#automated testing tools
#Continuous Integration
#AI models evaluation
#customizable templates
#adversarial scenarios
#security metrics
#model weaknesses
#AI agent resilience
#automated reports
#security best practices
#OpenAI-Integration
#virtual assistant protection
...
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Anti-Agent-Agent
Anti-Agent-Agent is an open-source Python toolkit enabling developers to automatically spawn adversarial AI agents alongside defensive counterparts. It crafts and executes specialized prompts to probe vulnerabilities in conversational AI systems, identifying weaknesses and improving robustness. Users can customize agent behaviors, simulate attack scenarios, and analyze response resilience. With this framework, teams can integrate continuous security testing into AI development pipelines, ensuring safer and more reliable agent deployments.
AI Platforms & Frameworks
Workflow Automation
Security
#adversarial AI
#defensive AI
#AI security testing
#Prompt Engineering
#vulnerability assessment
#chatbot security
#AI agent simulation
#automated testing tools
#Continuous Integration
#AI models evaluation
#customizable templates
#adversarial scenarios
#security metrics
#model weaknesses
#AI agent resilience
#automated reports
#security best practices
#OpenAI-Integration
#virtual assistant protection
...
Featured
What is Anti-Agent-Agent?
Anti-Agent-Agent provides a programmable framework to generate both adversarial and defensive AI agents for conversational models. It automates prompt crafting, scenario simulation, and vulnerability scanning, producing detailed security reports and metrics. The toolkit supports integration with popular LLM providers like OpenAI and local model runtimes. Developers can define custom prompt templates, control agent roles, and schedule periodic tests. The framework logs each interaction, highlights potential weaknesses, and recommends remediation steps to strengthen AI agent defenses, offering an end-to-end solution for adversarial testing and resilience evaluation in chatbot and virtual assistant deployments.
Who will use Anti-Agent-Agent?
- AI security researchers
- LLM developers
- DevOps teams
- QA engineers
- Academic researchers
How to use the Anti-Agent-Agent?
- Step1: Install the package via pip install anti-agent-agent
- Step2: Obtain API credentials for your target LLM (e.g., OpenAI) and set environment variables
- Step3: Define adversarial and defensive prompt templates in a config file
- Step4: Run anti-agent-agent with your model endpoint and config: anti-agent-agent run
- Step5: Review the generated security report and logs to identify vulnerabilities
- Step6: Adjust prompts or model settings and rerun tests to verify improvements
Platform
- mac
- windows
- linux
Anti-Agent-Agent's Core Features & Benefits
The Core Features
- Automated adversarial agent generation
- Defensive agent simulation
- Customizable prompt templates
- Vulnerability scanning of conversational models
- Detailed security reports
- Integration with OpenAI and local LLMs
The Benefits
- Identify and fix model vulnerabilities
- Enhance AI agent security
- Streamline adversarial testing
- Easy integration into CI/CD
- Customizable for various scenarios
Anti-Agent-Agent's Main Use Cases & Applications
- Security testing of chatbots
- Adversarial prompt research
- Robustness evaluation of conversational agents
- Training defensive AI systems
FAQs of Anti-Agent-Agent
Anti-Agent-Agent Company Information
- Vladymyr
Anti-Agent-Agent Reviews
5/5
Anti-Agent-Agent's Main Competitors and alternatives?
- OpenAI Red Teaming Toolkit
- PromptShield
- Adversarial-Chat
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