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Data Leakage via Access Patterns of Sparse Features in Deep Learning-based Recommendation Systems


Dec 12, 2022
Hanieh Hashemi, Wenjie Xiong, Liu Ke, Kiwan Maeng, Murali Annavaram, G. Edward Suh, Hsien-Hsin S. Lee

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DarKnight: An Accelerated Framework for Privacy and Integrity Preserving Deep Learning Using Trusted Hardware


Jun 30, 2022
Hanieh Hashemi, Yongqin Wang, Murali Annavaram

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* MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture. arXiv admin note: text overlap with arXiv:2105.00334 

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Attribute Inference Attack of Speech Emotion Recognition in Federated Learning Settings


Dec 26, 2021
Tiantian Feng, Hanieh Hashemi, Rajat Hebbar, Murali Annavaram, Shrikanth S. Narayanan

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Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning


Jul 27, 2021
Tingting Tang, Ramy E. Ali, Hanieh Hashemi, Tynan Gangwani, Salman Avestimehr, Murali Annavaram

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Byzantine-Robust and Privacy-Preserving Framework for FedML


May 05, 2021
Hanieh Hashemi, Yongqin Wang, Chuan Guo, Murali Annavaram

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* Security and Safety in Machine Learning Systems Workshop in ICLR 2021 

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Privacy and Integrity Preserving Training Using Trusted Hardware


May 01, 2021
Hanieh Hashemi, Yongqin Wang, Murali Annavaram

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* Distributed and Private Machine Learning ICLR 2021 Workshop 

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