In August 2024, the US National Institute of Standards and Technology () finalized three Post-Quantum Cryptography () standards, known as 203, 204, and 205. These standards incorporate ML- algorithms ...
Abstract: Background: With the rise of cloud storage, ensuring data security remains a challenge. Traditional encryption methods often trade off security for performance. This paper presents an ...
Discover how Markov chains predict real systems, from Ulam and von Neumann’s Monte Carlo to PageRank, so you can grasp ...
Abstract: Federated learning allows users to collaboratively train models, but studies have shown that local model parameters may leak users’ privacy. Furthermore, the global model in federated ...
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