PoisonedRAG
Generative artificial intelligence, also known as generative AI or GenAI, is a subfield of artificial intelligence that uses generative models to generate text, images, videos, audio, software code or other forms of data. These models learn the underlying patterns and structures of their training da
Timeline
1- Research MilestoneApr 20, 2026
Research attack demonstrated compromising RAG systems with 97% success rate using 5 poisoned documents
View source- success rate:
- 97%
- documents required:
- 5
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Recent Articles
2PoisonedRAG Attack Hijacks LLM Answers 97% of Time with 5 Documents
-Researchers demonstrated that inserting only 5 poisoned documents into a 2.6 million document database can hijack a RAG system's answers 97% of the ti
95 relevanceNew Research Proposes FilterRAG and ML-FilterRAG to Defend Against Knowledge Poisoning Attacks in RAG Systems
-Researchers propose two novel defense methods, FilterRAG and ML-FilterRAG, to mitigate 'PoisonedRAG' attacks where adversaries inject malicious texts
92 relevance
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Sentiment History
| Week | Avg Sentiment | Mentions |
|---|---|---|
| 2026-W14 | -0.60 | 1 |
| 2026-W17 | -0.70 | 1 |