| Deepsecure: Scalable provably-secure deep learning BD Rouhani, MS Riazi, F Koushanfar Design Automation Conference (DAC), 2017 | 438 | 2017 |
| Deepsigns: An end-to-end watermarking framework for ownership protection of deep neural networks B Darvish Rouhani, H Chen, F Koushanfar Proceedings of the Twenty-Fourth International Conference on Architectural …, 2019 | 399* | 2019 |
| Serving dnns in real time at datacenter scale with project brainwave E Chung, J Fowers, K Ovtcharov, M Papamichael, A Caulfield, ... iEEE Micro 38 (2), 8-20, 2018 | 356 | 2018 |
| Deepmarks: A secure fingerprinting framework for digital rights management of deep learning models H Chen, BD Rouhani, C Fu, J Zhao, F Koushanfar Proceedings of the 2019 on International Conference on Multimedia Retrieval …, 2019 | 211* | 2019 |
| Microscaling Data Formats for Deep Learning BD Rouhani, R Zhao, A More, M Hall, A Khodamoradi, S Deng, ... arXiv preprint arXiv:2310.10537, 2023 | 175* | 2023 |
| Safe machine learning and defeating adversarial attacks BD Rouani, M Samragh, T Javidi, F Koushanfar IEEE Security & Privacy 17 (2), 31-38, 2019 | 121* | 2019 |
| DeLight: Adding Energy Dimension to Deep Neural Networks BD Rouhani, A Mirhoseini, F Koushanfar Proceedings of the 2016 International Symposium on Low Power Electronics and …, 2016 | 100* | 2016 |
| Ssketch: An automated framework for streaming sketch-based analysis of big data on fpga BD Rouhani, EM Songhori, A Mirhoseini, F Koushanfar Field-Programmable Custom Computing Machines (FCCM), 2015 IEEE 23rd Annual …, 2015 | 54* | 2015 |
| DeepAttest: An End-to-End Attestation Framework for Deep Neural Networks H Chen, C Fu, BD Rouhani, J Zhao, F Koushanfar International Symposium on Computer Architecture (ISCA), 2019 | 50* | 2019 |
| ReDCrypt: real-time privacy-preserving deep learning inference in clouds using FPGAs BD Rouhani, SU Hussain, K Lauter, F Koushanfar ACM Transactions on Reconfigurable Technology and Systems (TRETS) 11 (3), 1-21, 2018 | 41* | 2018 |
| Deep learning on private data MS Riazi, BD Rouani, F Koushanfar IEEE Security & Privacy 17 (6), 54-63, 2019 | 39 | 2019 |
| Semihd: Semi-supervised learning using hyperdimensional computing M Imani, S Bosch, M Javaheripi, B Rouhani, X Wu, F Koushanfar, ... 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2019 | 27 | 2019 |
| Perform-ML: Performance Optimized Machine Learning by Platform and Content Aware Customization A Mirhoseini, BD Rouhani, EM Songhori, F Koushanfar Design Automation Conference (DAC), 2016 | 22* | 2016 |
| Chime: Checkpointing long computations on intermittently energized IoT devices A Mirhoseini, BD Rouhani, E Songhori, F Koushanfar IEEE, 2016 | 21 | 2016 |
| Automated generation of machine learning models for network evaluation B Arzani, B Rouhani US Patent App. 16/510,223, 2021, 2020 | 20* | 2020 |
| SWNet: Small-world neural networks and rapid convergence M Javaheripi, BD Rouhani, F Koushanfar arXiv preprint arXiv:1904.04862, 2019 | 19* | 2019 |
| Incremental training of machine learning tools DC Burger, ES Chung, BD Rouhani US Patent App. 16/277,735, 2020 | 17* | 2020 |
| Causalearn: Automated framework for scalable streaming-based causal bayesian learning using fpgas B Darvish Rouhani, M Ghasemzadeh, F Koushanfar Proceedings of the 2018 ACM/SIGDA International Symposium on Field …, 2018 | 10 | 2018 |
| Neural entropy enhanced machine learning BD Rouhani, DC Burger, ES Chung US Patent App. 15/853,458, 2019 | 9 | 2019 |
| Agilenet: Lightweight dictionary-based few-shot learning M Ghasemzadeh, F Lin, BD Rouhani, F Koushanfar, K Huang arXiv preprint arXiv:1805.08311, 2018 | 4 | 2018 |
Farinaz KoushanfarProfessor and Henry Booker Faculty Scholar of ECE, UC San DiegoVerified email at ucsd.edu
