Catch your AI's mistakes and blind spots before your customers or regulators do. iFixAi runs 45 inspections, 32 graded core plus 13 extended for frontier risks like sabotage, sandbagging, and oversight evasion. It returns a letter grade in under 5 minutes. Industry and model agnostic.

AIGoat - Open-source AI security playground for LLM red teaming. AI Goat provides hands-on labs covering the full OWASP LLM Top 10 with progressive defenses.

Open-source AI security firewall. 81 engines for PII detection, prompt injection defense, MCP security, and egress classification. Local-first. Zero cloud dependency.

25 production-tested defensive security skills for Claude Code - WordPress, VPS, Cloudflare, Next.js hardening, AI agent guardrails, MCP security, prompt injection defense, OWASP LLM Top 10, LLM coding failure modes (slopsquatting, hallucinated APIs, sycophancy), incident response, GDPR/DACH compliance. MIT, battle-tested.

Secrets firewall for AI pipelines — redact credentials and PII before they reach (or leave) LLMs.

nod is a platform-agnostic, rule-based linter that ensures AI/LLM specifications contain critical security and compliance elements before any agentic or automated development begins.

Hands-on AI agent security resource: OWASP GenAI attack/fix/verify demos on a LangChain IT-helpdesk agent, deployed to the cloud.

LLM Güvenlik Tarama Aracı

Exposure intelligence for the AI-infrastructure layer — finds and weighs leaked credentials, MCP/agent configs, git-metadata secrets, and supply-chain risk, and tells you which exposures to trust. Active verification, orphan-signal triage, SARIF dedup. OWASP LLM + MITRE ATLAS tagged.

AI Security Öğrenme Rehberi: Yapay zeka güvenliği alanında kariyer yapmak isteyenler için pratik rehber. Python temellerinden bug bounty süreçlerine, Türkiye pazarındaki fırsatlar ve öğrenme stratejileri.

A practitioner maturity model for securing conversational and agentic AI.

AI agent discovery and security assessment platform with vulnerability testing, risk scoring, and compliance mapping

🛡️ Gemini API destekli, kaynak kodlarındaki SQLi ve XSS zafiyetlerini tespit eden yapay zeka tabanlı analiz motoru ve LLM tehdit alanı güvenlik araştırması.

A CLI security auditor that finds vulnerabilities unique to LLM-generated code, what SAST tools miss.

Enterprise-grade AI security platform for automated LLM red teaming, prompt injection detection, adversarial testing, jailbreak discovery, risk scoring, and mitigation generation for local and hosted language models.

Zero Trust Intent Framework redefines where security decisions happen — from the boundary to the behavior. Intent analysis, contextual verification, and continuous trust evaluation layered on top of OWASP input validation. Static checkpoint → dynamic security posture. NIST SP 800-228 · OWASP LLM Top 10.

Unofficial one-stop study resource for CompTIA SecAI+ (CY0-001): study guide, 3x60-question practice exams with explanations, 210+ Anki flashcards, cheat sheets & a study plan — structured to the official exam objectives.

Production KQL detections for AI-native threats — Microsoft Defender XDR & Sentinel. MITRE ATLAS mapped.

Blackwall LLM Shield is an open-source AI security toolkit for JavaScript and Python that protects LLM apps from prompt injection, sensitive data leaks, unsafe tool calls, and hostile RAG content with prompt sanitisation, PII masking, output inspection, policy enforcement, and audit trails.