| Deepinspect: A black-box trojan detection and mitigation framework for deep neural networks. H Chen, C Fu, J Zhao, F Koushanfar IJCAI 2 (5), 8, 2019 | 342 | 2019 |
| 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 | 238 | 2019 |
| {FLAME}: Taming backdoors in federated learning TD Nguyen, P Rieger, R De Viti, H Chen, BB Brandenburg, H Yalame, ... 31st USENIX Security Symposium (USENIX Security 22), 1415-1432, 2022 | 174 | 2022 |
| 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 | 166 | 2019 |
| Deepsigns: A generic watermarking framework for ip protection of deep learning models BD Rouhani, H Chen, F Koushanfar arXiv preprint arXiv:1804.00750, 2018 | 131 | 2018 |
| Deepmarks: A digital fingerprinting framework for deep neural networks H Chen, BD Rohani, F Koushanfar arXiv preprint arXiv:1804.03648, 2018 | 71 | 2018 |
| Blackmarks: Blackbox multibit watermarking for deep neural networks H Chen, BD Rouhani, F Koushanfar arXiv preprint arXiv:1904.00344, 2019 | 69 | 2019 |
| Coda: An end-to-end neural program decompiler C Fu, H Chen, H Liu, X Chen, Y Tian, F Koushanfar, J Zhao Advances in Neural Information Processing Systems 32, 2019 | 61 | 2019 |
| Proflip: Targeted trojan attack with progressive bit flips H Chen, C Fu, J Zhao, F Koushanfar Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 54 | 2021 |
| DeepAttest: An end-to-end attestation framework for deep neural networks H Chen, C Fu, BD Rouhani, J Zhao, F Koushanfar Proceedings of the 46th International Symposium on Computer Architecture …, 2019 | 54 | 2019 |
| Escort: ethereum smart contracts vulnerability detection using deep neural network and transfer learning O Lutz, H Chen, H Fereidooni, C Sendner, A Dmitrienko, AR Sadeghi, ... arXiv preprint arXiv:2103.12607, 2021 | 44 | 2021 |
| Biochipwork: Reverse engineering of microfluidic biochips H Chen, S Potluri, F Koushanfar 2017 IEEE International Conference on Computer Design (ICCD), 9-16, 2017 | 44 | 2017 |
| Digital watermarking of machine learning models BD Rouhani, H Chen, F Koushanfar US Patent App. 17/042,773, 2021 | 31 | 2021 |
| Deepsigns: an end-to-end watermarking framework for protecting the ownership of deep neural networks BD Rouhani, H Chen, F Koushanfar ACM International Conference on Architectural Support for Programming …, 2019 | 29 | 2019 |
| GenUnlock: An automated genetic algorithm framework for unlocking logic encryption H Chen, C Fu, J Zhao, F Koushanfar 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2019 | 27 | 2019 |
| SpecMark: A spectral watermarking framework for IP protection of speech recognition systems. H Chen, BD Rouhani, F Koushanfar Interspeech, 2312-2316, 2020 | 21 | 2020 |
| Performance comparison of contemporary DNN watermarking techniques H Chen, BD Rouhani, X Fan, OC Kilinc, F Koushanfar arXiv preprint arXiv:1811.03713, 2018 | 21 | 2018 |
| Tad: Trigger approximation based black-box trojan detection for ai X Zhang, H Chen, F Koushanfar arXiv preprint arXiv:2102.01815, 2021 | 17 | 2021 |
| Developing privacy-preserving AI systems: The lessons learned H Chen, SU Hussain, F Boemer, E Stapf, AR Sadeghi, F Koushanfar, ... 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-4, 2020 | 17 | 2020 |
| Plaidml-he: Acceleration of deep learning kernels to compute on encrypted data H Chen, R Cammarota, F Valencia, F Regazzoni 2019 ieee 37th international conference on computer design (iccd), 333-336, 2019 | 17 | 2019 |
Farinaz KoushanfarProfessor and Henry Booker Faculty Scholar of ECE, UC San Diegoยืนยันอีเมลแล้วที่ ucsd.edu
