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BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning


Feb 06, 2022
Arup Mondal, Harpreet Virk, Debayan Gupta

* The Third AAAI Workshop on Privacy-Preserving Artificial Intelligence (PPAI-22) at the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22) 

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Scotch: An Efficient Secure Computation Framework for Secure Aggregation


Jan 19, 2022
Arup Mondal, Yash More, Prashanthi Ramachandran, Priyam Panda, Harpreet Virk, Debayan Gupta

* Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22), Third AAAI Privacy-Preserving Artificial Intelligence (PPAI-22) Workshop 

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S++: A Fast and Deployable Secure-Computation Framework for Privacy-Preserving Neural Network Training


Jan 28, 2021
Prashanthi Ramachandran, Shivam Agarwal, Arup Mondal, Aastha Shah, Debayan Gupta

* Appeared at the Second AAAI Workshop on Privacy-Preserving Artificial Intelligence (PPAI-21). (7 pages, technical paper.) 

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Differential Euler: Designing a Neural Network approximator to solve the Chaotic Three Body Problem


Jan 21, 2021
Pratyush Kumar, Aishwarya Das, Debayan Gupta


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