| DarKnight: An accelerated framework for privacy and integrity preserving deep learning using trusted hardware H Hashemi, Y Wang, M Annavaram MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture …, 2021 | 67* | 2021 |
| Byzantine-Resilient Federated Learning with Heterogeneous Data Distribution ASA S Prakash, H Hashemi, Y Wang, M Annavaram arXiv preprint arXiv:2010.07541, 2021 | 47* | 2021 |
| Adaptive Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning T Tang, RE Ali, H Hashemi, T Gangwani, S Avestimehr, M Annavaram IPDPS 2022, 2022 | 33 | 2022 |
| Attribute inference attack of speech emotion recognition in federated learning settings T Feng, H Hashemi, R Hebbar, M Annavaram, SS Narayanan arXiv preprint arXiv:2112.13416, 2021 | 21 | 2021 |
| Byzantine-Robust and Privacy-Preserving Framework for FedML H Hashemi, Y Wang, C Guo, M Annavaram Security and Safety in Machine Learning Systems ICLR 2021 Workshop, 2021 | 18 | 2021 |
| Enhancing privacy through domain adaptive noise injection for speech emotion recognition T Feng, H Hashemi, M Annavaram, SS Narayanan ICASSP 2022-2022 IEEE international conference on acoustics, speech and …, 2022 | 17 | 2022 |
| MultiLogVC: Efficient Out-of-Core Graph Processing Framework for Flash Storage KK Matam, H Hashemi, M Annavaram 2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2021 | 8* | 2021 |
| Data Leakage via Access Patterns of Sparse Features in Deep Learning-based Recommendation Systems H Hashemi, W Xiong, L Ke, K Maeng, M Annavaram, GE Suh, HHS Lee arXiv preprint arXiv:2212.06264, 2022 | 5* | 2022 |
| Optimal Dynamic Shard Creation in Storage for Graph Workloads H Hashemi, JH Lee, YS Ki US Patent App. 16/274,232, 2019 | 4 | 2019 |
| Differentially Private Heavy Hitter Detection using Federated Analytics K Chadha, J Chen, J Duchi, V Feldman, H Hashemi, O Javidbakht, ... arXiv preprint arXiv:2307.11749, 2023 | 3 | 2023 |
| Optimistic clock adjustment for preventing Better-than-worst-case violations SH Hashemi, R Namazian, Z Navabi 2016 IFIP/IEEE International Conference on Very Large Scale Integration …, 2016 | 3 | 2016 |
| Privacy and Integrity Preserving Training Using Trusted Hardware H Hashemi, Y Wang, M Annavaram Distributed and Private Machine Learning ICLR 2021 Workshop, 2021 | 2 | 2021 |
| Early prediction of timing critical instructions in pipeline processor SH Hashemi, AF Ajirlou, M Soltani, Z Navabi 2016 15th Biennial Baltic Electronics Conference (BEC), 95-98, 2016 | 1 | 2016 |
| Differentially Private Heavy Hitters Detection using Federated Analytics K Chadha, J Chen, J Duchi, V Feldman, H Hashemi, O Javidbakht, ... Federated Learning and Analytics in Practice: Algorithms, Systems …, 2023 | | 2023 |
| 2024 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML)| 979-8-3503-4950-4/24/$31.00© 2024 IEEE| DOI: 10.1109/SaTML59370. 2024.00043 U Aïvodji, G Anderson, R Anderson, S Aydore, A Azize, D Basu, ... | | |
Murali AnnavaramUSC在 usc.edu 的电子邮件经过验证
