# vectors
3 articlestagged with “vectors”
Embeddings & Vector Spaces for Red Teamers
Understand how embeddings encode semantic meaning, how vector operations work, and why red teamers need to understand embedding spaces for RAG attacks and similarity exploitation.
embeddingsvectorssemanticsintermediate
Lab: Embedding Space Manipulation
Hands-on lab for crafting documents optimized to be retrieved for specific queries through embedding collision attacks using sentence-transformers.
labembeddingsmanipulationvectors
AI Attack Surface Mapping
Systematic methodology for identifying all attack vectors in AI systems: input channels, data flows, tool integrations, and trust boundaries.
attack-surfacemappingmethodologythreat-modelingvectors