RAG Security: Vektör veritabanlarının karanlık yüzü! RAG poisoning, dolaylı prompt injection ve embedding inversiyon saldırılarını gerçek dünya senaryolarıyla inceleyen kapsamlı rehber.
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Updated
May 16, 2026
RAG Security: Vektör veritabanlarının karanlık yüzü! RAG poisoning, dolaylı prompt injection ve embedding inversiyon saldırılarını gerçek dünya senaryolarıyla inceleyen kapsamlı rehber.
Open-source agent security framework. Detects and defends against AI Agent Traps — content injection, embedded jailbreaks, RAG poisoning, data exfiltration, and more. Based on the DeepMind Agent Traps taxonomy.
Red teaming AI Goat™ to explore OWASP Top 10 for LLM Applications (2025), prompt injection, RAG poisoning, MCP-assisted auditing, and AI security vulnerabilities.
Memory as a Control Plane: Poisoning Attacks on LLM Multi-Agent UAV Systems - IEEE Conference Paper
Open-source CLI tool for adversarial data watermarking — renders audio, text, tabular, image, and video data unusable for AI training and RAG pipelines while preserving human fidelity. PGD attacks against CLIP/Whisper, homoglyph injection, semantic shifting, statistical poisoning.
OmniRed: Multi-AI offensive security skills library for Claude, ChatGPT, Gemini & Microsoft Copilot — with unique MCP, LLM-pipeline, and AI-native attack categories. By Sunil Gentyala, Independent Researcher.
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