Hanieh Hashemi

14 papers A* 1A 2Misc 1Journal 9Unranked 1

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Differentially Private Heavy Hitter Detection using Federated Analytics. SaTML Karan N. Chadha, Junye Chen, John C. Duchi, Vitaly Feldman, Hanieh Hashemi, Omid Javidbakht, Audra McMillan, Kunal Talwar
2023	J	`jnl`	Differentially Private Heavy Hitter Detection using Federated Analytics. CoRR Karan N. Chadha, Junye Chen, John C. Duchi, Vitaly Feldman, Hanieh Hashemi, Omid Javidbakht, Audra McMillan, Kunal Talwar
2022	A	`conf`	Adaptive Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning. IPDPS Tingting Tang, Ramy E. Ali, Hanieh Hashemi, Tynan Gangwani, Salman Avestimehr, Murali Annavaram
2022	J	`jnl`	DarKnight: An Accelerated Framework for Privacy and Integrity Preserving Deep Learning Using Trusted Hardware. CoRR Hanieh Hashemi, Yongqin Wang, Murali Annavaram
2022	J	`jnl`	Data Leakage via Access Patterns of Sparse Features in Deep Learning-based Recommendation Systems. CoRR Hanieh Hashemi, Wenjie Xiong, Liu Ke, Kiwan Maeng, Murali Annavaram, G. Edward Suh, Hsien-Hsin S. Lee
2022	Misc	`conf`	Enhancing Privacy Through Domain Adaptive Noise Injection For Speech Emotion Recognition. ICASSP Tiantian Feng, Hanieh Hashemi, Murali Annavaram, Shrikanth S. Narayanan
2021	J	`jnl`	Attribute Inference Attack of Speech Emotion Recognition in Federated Learning Settings. CoRR Tiantian Feng, Hanieh Hashemi, Rajat Hebbar, Murali Annavaram, Shrikanth S. Narayanan
2021	J	`jnl`	Byzantine-Robust and Privacy-Preserving Framework for FedML. CoRR Hanieh Hashemi, Yongqin Wang, Chuan Guo, Murali Annavaram
2021	A*	`conf`	DarKnight: An Accelerated Framework for Privacy and Integrity Preserving Deep Learning Using Trusted Hardware. MICRO Hanieh Hashemi, Yongqin Wang, Murali Annavaram
2021	A	`conf`	MultiLogVC: Efficient Out-of-Core Graph Processing Framework for Flash Storage. IPDPS Kiran Kumar Matam, Hanieh Hashemi, Murali Annavaram
2021	J	`jnl`	Privacy and Integrity Preserving Training Using Trusted Hardware. CoRR Hanieh Hashemi, Yongqin Wang, Murali Annavaram
2021	J	`jnl`	Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning. CoRR Tingting Tang, Ramy E. Ali, Hanieh Hashemi, Tynan Gangwani, Salman Avestimehr, Murali Annavaram
2020	J	`jnl`	DarKnight: A Data Privacy Scheme for Training and Inference of Deep Neural Networks. CoRR Hanieh Hashemi, Yongqin Wang, Murali Annavaram
2019	J	`jnl`	PartitionedVC: Partitioned External Memory Graph Analytics Framework for SSDs. CoRR Kiran Kumar Matam, Hanieh Hashemi, Murali Annavaram