Decentralized Optimization Resilient Against Local Data Poisoning Attacks von Mao, Yanwen, Data, Deepesh, Diggavi, Suhas, Tabuada, Paulo

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Data Encoding for Byzantine-Resilient Distributed Optimization von Data, Deepesh, Song, Linqi, Diggavi, Suhas N.

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SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Optimization von Singh, Navjot, Data, Deepesh, George, Jemin, Diggavi, Suhas

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Qsparse-Local-SGD: Distributed SGD With Quantization, Sparsification, and Local Computations von Basu, Debraj, Data, Deepesh, Karakus, Can, Diggavi, Suhas N.

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Byzantine-Resilient High-Dimensional Federated Learning von Data, Deepesh, Diggavi, Suhas

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Shuffled Model of Federated Learning: Privacy, Accuracy and Communication Trade-Offs von Girgis, Antonious M., Data, Deepesh, Diggavi, Suhas, Kairouz, Peter, Suresh, Ananda Theertha

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Must the Communication Graph of MPC Protocols be an Expander? von Boyle, Elette, Cohen, Ran, Data, Deepesh, Hubáček, Pavel

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Interactive Secure Function Computation von Data, Deepesh, Kurri, Gowtham R., Ravi, Jithin, Prabhakaran, Vinod M.

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SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization von Singh, Navjot, Data, Deepesh, George, Jemin, Diggavi, Suhas

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Successive Refinement of Privacy von Girgis, Antonious M., Data, Deepesh, Chaudhuri, Kamalika, Fragouli, Christina, Diggavi, Suhas N.

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On the Communication Complexity of Secure Computation von Data, Deepesh, Prabhakaran, Manoj M., Prabhakaran, Vinod M.

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Must the Communication Graph of MPC Protocols be an Expander? von Boyle, Elette, Cohen, Ran, Deepesh Data, Hubáček, Pavel

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Communication and Randomness Lower Bounds for Secure Computation von Data, Deepesh, Prabhakaran, Vinod M., Prabhakaran, Manoj M.

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Secure Computation of Randomized Functions von Data, Deepesh

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SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization von Singh, Navjot, Deepesh Data, Jemin George, Diggavi, Suhas

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Artificial Intelligence for Edge Computing von Srivatsa, Mudhakar, Abdelzaher, Tarek, He, Ting

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Towards Characterizing Securely Computable Two-Party Randomized Functions von Data, Deepesh, Prabhakaran, Manoj

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Interactive Secure Function Computation von Deepesh Data, Kurri, Gowtham R, Jithin Ravi, Prabhakaran, Vinod M

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Communication and Randomness Lower Bounds for Secure Computation von Deepesh Data, Prabhakaran, Vinod M, Prabhakaran, Manoj M

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Must the Communication Graph of MPC Protocols be an Expander? von Boyle, Elette, Cohen, Ran, Data, Deepesh, Hubáček, Pavel

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