Sébastien Gambs

Embedding Inference Attack

Cedric Fitiavana Raelijohn, Sébastien Gambs, Jean-Francois Rajotte

Embedding models are essential components of modern Information Retrieval (IR) systems, yet they are typically hidden behind APIs. Recent works have shown that dense IR system can lead to security vulnerabilities such as embedding inversion attacks. However, such attacks usually…Read more