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RAG Poisoning Defense & Context Sanitization Workbench

Adversarial Context Injection & Vector Search Security Testbed
2D Embedding Space Vector Map 8 Documents Loaded

Drag or click the Query Vector (★) to re-evaluate retrieval. Ring radius indicates active Cosine Similarity Cutoff threshold.

Verified Clean Vector Poisoned/Unverified Vector User Query Embedding
Defensive Algorithmic Controls
Cosine Threshold (Min Sim) 0.55
Min Source Authority Weight 0.30
Semantic Outlier Cutoff Distance 0.45
Top-K Retrieval Cap 5
Outlier Cluster Filter
Strict Provenance Verification
Real-Time RAG Pipeline Telemetry Status: Sanitized
Context Purity
100%
Poison Risk
0%
Top-K Retained
3 / 5
Pruned Chunks
2
LLM Prompt Context Window (Top-K Retained) Query: "emergency food shipment distribution"
Inject Custom Corpus Document Adversarial Injection
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