# vector
標記為「vector」的 16 篇文章
Vector-Based Memory Poisoning
Poisoning vector-based memory stores in agent systems to inject false context into retrieval.
Embedding and Vector Attack Assessment
Assessment of adversarial embedding perturbation, similarity manipulation, and vector database poisoning.
Embedding & Vector Security Assessment
Assessment covering embedding attacks, vector DB poisoning, similarity manipulation, and inversion attacks.
Dense Retrieval Adversarial Attacks
Adversarial attacks against dense retrieval models used in RAG and search systems.
Embedding Drift Attacks
Causing gradual embedding drift in vector stores through repeated small manipulations.
Hybrid Search Exploitation
Exploiting hybrid dense-sparse search systems through coordinated embedding manipulation.
Reranker Adversarial Inputs
Crafting adversarial inputs that manipulate cross-encoder reranking models in retrieval pipelines.
Sparse Embedding Manipulation
Manipulating sparse embeddings (BM25, SPLADE) for retrieval result poisoning.
Vector-Based 記憶體 投毒
投毒 vector-based memory stores in agent systems to inject false context into retrieval.
Embedding and Vector 攻擊 評量
評量 of adversarial embedding perturbation, similarity manipulation, and vector database poisoning.
Embedding & Vector 安全 評量
評量 covering embedding attacks, vector DB poisoning, similarity manipulation, and inversion attacks.
Dense Retrieval Adversarial 攻擊s
Adversarial attacks against dense retrieval models used in RAG and search systems.
Embedding Drift 攻擊s
Causing gradual embedding drift in vector stores through repeated small manipulations.
Hybrid Search 利用ation
利用ing hybrid dense-sparse search systems through coordinated embedding manipulation.
Reranker Adversarial Inputs
Crafting adversarial inputs that manipulate cross-encoder reranking models in retrieval pipelines.
Sparse Embedding Manipulation
Manipulating sparse embeddings (BM25, SPLADE) for retrieval result poisoning.