SALT-NLP/search_privacy_risk
Code for the paper "Searching Privacy Risks in Multi-Agent Systems via Simulation"
This tool helps you anticipate and mitigate privacy risks in conversational AI systems. It simulates interactions between different AI agents (a data subject, a data sender, and a data recipient) to uncover how malicious agents might extract sensitive information. The tool takes descriptions of your AI agents' roles and objectives, then outputs sophisticated attack strategies and robust defense mechanisms. Anyone responsible for the security and privacy of AI-powered agents, such as AI product managers or compliance officers, would find this useful.
No commits in the last 6 months.
Use this if you need to proactively test your LLM-based agents for privacy vulnerabilities and develop strong defenses before deployment.
Not ideal if you are looking for a simple data anonymization tool or a framework for general AI agent development without a focus on privacy risk discovery.
Stars
20
Forks
2
Language
Jupyter Notebook
License
—
Category
Last pushed
Oct 13, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/agents/SALT-NLP/search_privacy_risk"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
steel-dev/awesome-web-agents
🔥 A list of tools, frameworks, and resources for building AI web agents
Jenqyang/Awesome-AI-Agents
A collection of autonomous agents 🤖️ powered by LLM.
mahseema/awesome-ai-tools
A curated list of Artificial Intelligence Top Tools
jim-schwoebel/awesome_ai_agents
🤖 A comprehensive list of 1,500+ resources and tools related to AI agents.
ashishpatel26/500-AI-Agents-Projects
The 500 AI Agents Projects is a curated collection of AI agent use cases across various...