| Parametric noise injection: Trainable randomness to improve deep neural network robustness against adversarial attack Z He, AS Rakin, D Fan Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019 | 407 | 2019 |
| Bit-flip attack: Crushing neural network with progressive bit search AS Rakin, Z He, D Fan Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 373 | 2019 |
| Tbt: Targeted neural network attack with bit trojan AS Rakin, Z He, D Fan Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020 | 325 | 2020 |
| Noise injection adaption: End-to-end ReRAM crossbar non-ideal effect adaption for neural network mapping Z He, J Lin, R Ewetz, JS Yuan, D Fan Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 272 | 2019 |
| DeepHammer: Depleting the intelligence of deep neural networks through targeted chain of bit flips F Yao, AS Rakin, D Fan 29th USENIX Security Symposium (USENIX Security 20), 1463-1480, 2020 | 261 | 2020 |
| Spin-transfer torque devices for logic and memory: Prospects and perspectives X Fong, Y Kim, K Yogendra, D Fan, A Sengupta, A Raghunathan, K Roy IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2015 | 261 | 2015 |
| DeepSteal: Advanced Model Extractions Leveraging Efficient Weight Stealing in Memories A Siraj Rakin, M Hafizul Islam Chowdhuryy, F Yao, D Fan 2022 IEEE Symposium on Security and Privacy (SP), 2022 | 184 | 2022 |
| Cmp-pim: an energy-efficient comparator-based processing-in-memory neural network accelerator S Angizi, Z He, AS Rakin, D Fan Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018 | 157 | 2018 |
| Non-structured DNN weight pruning—Is it beneficial in any platform? X Ma, S Lin, S Ye, Z He, L Zhang, G Yuan, SH Tan, Z Li, D Fan, X Qian, ... IEEE transactions on neural networks and learning systems 33 (9), 4930-4944, 2021 | 151 | 2021 |
| MRIMA: An MRAM-based in-memory accelerator S Angizi, Z He, A Awad, D Fan IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2019 | 148 | 2019 |
| TRGP: Trust Region Gradient Projection for Continual Learning S Lin, L Yang, D Fan, J Zhang International Conference on Learning Representations, 2022 | 145 | 2022 |
| A semi-supervised two-stage approach to learning from noisy labels Y Ding, L Wang, D Fan, B Gong 2018 IEEE Winter conference on applications of computer vision (WACV), 1215-1224, 2018 | 139 | 2018 |
| T-BFA: Targeted Bit-Flip Adversarial Weight Attack AS Rakin, Z He, J Li, F Yao, C Chakrabarti, D Fan IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (11), 7928 …, 2021 | 135 | 2021 |
| Defending and harnessing the bit-flip based adversarial weight attack Z He, AS Rakin, J Li, C Chakrabarti, D Fan Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 123 | 2020 |
| 2D MoS2-Based Threshold Switching Memristor for Artificial Neuron D Dev, A Krishnaprasad, MS Shawkat, Z He, S Das, D Fan, HS Chung, ... IEEE Electron Device Letters 41 (6), 936-939, 2020 | 116 | 2020 |
| Ressfl: A resistance transfer framework for defending model inversion attack in split federated learning J Li, AS Rakin, X Chen, Z He, D Fan, C Chakrabarti Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 111 | 2022 |
| AlignS: A processing-in-memory accelerator for DNA short read alignment leveraging SOT-MRAM S Angizi, J Sun, W Zhang, D Fan Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 110 | 2019 |
| Simultaneously optimizing weight and quantizer of ternary neural network using truncated gaussian approximation Z He, D Fan Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 96 | 2019 |
| STT-SNN: A Spin-Transfer-Torque Based Soft-Limiting Non-Linear Neuron for Low-Power Artificial Neural Networks D Fan, Y Shim, A Raghunathan, K Roy Nanotechnology, IEEE Transactions on, 1, 2015 | 96 | 2015 |
| Defending bit-flip attack through dnn weight reconstruction J Li, AS Rakin, Y Xiong, L Chang, Z He, D Fan, C Chakrabarti 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 95 | 2020 |
Zhezhi HeAssociate Professor, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
