# embedding-attacks
3 articlestagged with “embedding-attacks”
Embedding-Level Attacks
Overview of attacks targeting embeddings directly: adversarial embedding generation, inversion attacks for text reconstruction, and membership inference via embedding analysis.
embedding-attacksadversarial-embeddingsinversionmembership-inferenceprivacy
Embedding & Vector Security
How embeddings create a hidden attack surface in AI systems: vector database security boundaries, embedding-level attacks, and RAG retrieval manipulation.
embeddingsvector-databasesrag-securityembedding-attacksvector-security
Building an Embedding Attack Toolkit
Build a toolkit for conducting embedding-level attacks including inversion, poisoning, and manipulation.
walkthroughstoolsembedding-attackstoolkit