Articles with "fvi attacks" as a keyword



Uncovering Risks of Data-Free Feature Vector Inversion Attacks Against Vector Databases

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Published in 2025 at "IEEE Transactions on Dependable and Secure Computing"

DOI: 10.1109/tdsc.2025.3605268

Abstract: The vector database stores data as high-dimensional feature vectors. Some recently proposed attack techniques enable an adversary to launch feature vector inversion (FVI) attacks against vector databases. In FVI attacks, an adversary trains an FVI… read more here.

Keywords: vector; fvi attacks; data free; feature ... See more keywords