
OpenAnt
OpenAnt from Knostic is the leading open source LLM-based vulnerability discovery product, helping defenders proactively find verified security flaws…

OpenAnt from Knostic is the leading open source LLM-based vulnerability discovery product, helping defenders proactively find verified security flaws…

Security scanner for AI/ML model files. Detects malicious code, backdoors, and vulnerabilities before deployment

Browser extension that detects PII and sensitive data in AI chats, masks it with placeholders before sending, and restores originals in replies—all…

Proxy server that wraps MCP servers with behavioral profiling, security scanning, risk gating, and safe execution. Detects prompt injection,…

Static security scanner for AI agent skill packages. Detects malicious SKILL.md files and bundled scripts before they run.

Host-agnostic pre-write security hook for coding agent: detects user-input patterns via Semgrep and emits deterministic, no-LLM security guidance.

Stop prompt injection attacks before they reach your LLM — zero API costs, runs entirely locally, integrates in 2 minutes. Prompt injection is the…

Detects LLM context-leakage attacks by training lightweight behavior probes on log-probabilities, with vLLM offline/server detection pipelines.

Pre-execution action-auditing defense that detects and masks indirect prompt injection in tool-using LLM agents using embedding retrieval and…

Embeds and detects keyed, style-based watermarks in LLM-generated Python, Java, and C++ code via CST rewriting, preserving functional correctness and…

AI-powered reactive website defense system that detects attacks, analyzes them, and autonomously patches source code in real-time using LLM agents.

Runtime guard skill that detects and blocks malicious skill-induced attacks in skill-augmented agents, with an MCTS loop that evolves the guard…

Read-only WordPress security scanner for HestiaCP servers. Detects wp2shell compromise indicators (CVE-2026-63030 / CVE-2026-60137) across all hosted…

Detects unknown jailbreak attacks in large vision-language models using hidden state analysis and autoencoders, with training and evaluation…

EmailXpose is an open source AI-powered email security system that detects phishing, spam, scams, malware, and social engineering attacks. It goes…

EU AI Act compliance scanner for GitLab CI/CD pipelines — detects AI/ML libraries and posts risk classification as MR comments.

A terminal-based AWS Security Scanner with 102+ security checks across VPC, IAM, S3, CloudTrail, containers (ECS/EKS), and AI attack detection.…

OWASP Incubator project: detects credentials exposed in browser-delivered content (JavaScript, config responses, live traffic).