Superagent is an AI safety platform that protects applications from prompt injections, data leaks, and harmful outputs through built-in guardrails. It functions as a prompt injection detection system, data redaction tool, and red team testing tool, automatically removing personally identifiable information and protected health data from AI inputs and outputs while scanning image uploads with vision AI to detect visual prompt injection attacks before processing. The platform routes every prompt through a sequential pipeline of safety checks including injection detection, data redaction, and co
This project is a framework for the autonomous discovery and remediation of security vulnerabilities using large language model agents. It functions as a security research pipeline that automates the process of reconnaissance, crash discovery, and exploitability analysis to identify reproducible software bugs. The system distinguishes itself by utilizing a containerized agent sandbox that restricts network egress and filesystem access to prevent host compromise. It employs a specialized patch generation and validation loop, which includes adversarial re-attack testing where a fresh agent atte
Human-in-the-loop approval system for AI agents. Agents request. Policies decide. Humans approve. Keep humans in control of what AI agents can do.
Ai迷思录（应用与安全指南）
The main features of acmesec/theaimythbook are: AI Application Security.
Open-source alternatives to acmesec/theaimythbook include: superagent-ai/superagent — Superagent is an AI safety platform that protects applications from prompt injections, data leaks, and harmful outputs… agentkitai/agentgate — Human-in-the-loop approval system for AI agents. Agents request. Policies decide. Humans approve. Keep humans in… anthropics/defending-code-reference-harness — This project is a framework for the autonomous discovery and remediation of security vulnerabilities using large… cisco-ai-defense/skill-scanner. leondz/garak — Garak is a suite of tools for measuring AI reliability, scanning for vulnerabilities, and automating security… mnns/llmfuzzer — This project is no longer actively maintained. You are welcome to fork and continue its development on your own. Thank…
