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Images in motion?: a first look into video leakage in federated learning

Rasul, Md Fazle, author, Ray, Indrakshi, advisor, Jayasumana, Anura P., committee member, Bezawada, Bruhadeshwar, committee member, Simske, Steve, committee memberColorado State University. Libraries2025

… only exchange model updates, such as gradients, and never their raw, sensitive data. This approach is fundamental for applications in domains where privacy and confidentiality are important. However, the security of this very mechanism is threatened by gradient inversion attacks, which …

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