MemGuard Protection
Protect RAG systems from AgentPoison attacks with 100% detection accuracy. Comparison-based detection finds poisoned embedding clusters.
AgentPoison Attack Detection
max_similarity: 0.18
max_similarity: 0.95+
Key Insight: AgentPoison triggers look NORMAL in text but form tight clusters in embedding space (>0.95 similarity). MemGuard compares embeddings to detect these anomalous clusters.
Multi-Layer Detection Pipeline
Keyword patterns, cache lookup, entropy check
Cluster detection, Mahalanobis distance
Perplexity scoring, ML classifier
Multi-path LLM reasoning divergence
See EngramAI in Action
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What’s included:
Perfect for:
Enterprise AI Teams
Secure your multi-agent workflows and RAG systems at scale.
Financial Services
Meet compliance requirements with cryptographic audit trails.
AI-Native Companies
Ship faster with confidence. Protect your AI infrastructure from day one.