Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. Machine learning focuses on the development of computer programs that can access data and use it learn for themselves.
Questions tagged [machine-learning]
31 questions
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Gradient Leakage Attacks in Federated Learning
May I ask if I use top-K to compress the gradient, can the attacker recover the original information of the data from the compressed gradient?
sunmu
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Adaptive security
I would like to know if there are any effective methods to choose a cryptographic algorithm from a pool of algorithms depending on a certain situation.
Let's say we know the performances of these algorithms when encrypting or signing messages of…
ditd
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security of different federated learning schemes
all, I am working on federated learning and here goes my question:
Suppose there are two participants to do the federated learning. For some of the models (e.g. Logistic Regression models, assume one party has some features $X_1$ and the label $y$,…
alexander
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