| Textbooks Are All You Need S Gunasekar, Y Zhang, J Aneja, CCT Mendes, A Del Giorno, S Gopi, ... arXiv preprint arXiv:2306.11644, 2023 | 66 | 2023 |
| Deepfense: Online accelerated defense against adversarial deep learning B Rouhani, M Samragh, M Javaheripi, T Javidi, F Koushanfar Proceedings of the International Conference on Computer-Aided Design, 134, 2018 | 56 | 2018 |
| Encodeep: Realizing bit-flexible encoding for deep neural networks M Samragh, M Javaheripi, F Koushanfar ACM Transactions on Embedded Computing Systems (TECS) 19 (6), 1-29, 2020 | 37* | 2020 |
| FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA S Hussain, M Javaheripi, P Neekhara, R Kastner, F Koushanfar 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2019 | 30 | 2019 |
| Cleann: Accelerated trojan shield for embedded neural networks M Javaheripi, M Samragh, G Fields, T Javidi, F Koushanfar Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020 | 27 | 2020 |
| Semihd: Semi-supervised learning using hyperdimensional computing M Imani, S Bosch, M Javaheripi, B Rouhani, X Wu, F Koushanfar, ... IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-8, 2019 | 27 | 2019 |
| CuRTAIL: ChaRacterizing and Thwarting AdversarIal deep Learning M Javaheripi, M Samragh, BD Rouhani, T Javidi, F Koushanfar IEEE Transactions on Dependable and Secure Computing, 2020 | 24* | 2020 |
| MPCircuits: Optimized Circuit Generation for Secure Multi-Party Computation. MS Riazi, M Javaheripi, SU Hussain, F Koushanfar IACR Cryptology ePrint Archive 2019, 275, 2019 | 22 | 2019 |
| LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models M Javaheripi, GH de Rosa, S Mukherjee, S Shah, TL Religa, ... Advances in Neural Information Processing Systems, 2022 | 20* | 2022 |
| Coinn: Crypto/ml codesign for oblivious inference via neural networks SU Hussain, M Javaheripi, M Samragh, F Koushanfar Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications …, 2021 | 19 | 2021 |
| Swann: Small-world architecture for fast convergence of neural networks M Javaheripi, BD Rouhani, F Koushanfar IEEE Journal on Emerging and Selected Topics in Circuits and Systems 11 (4 …, 2021 | 19* | 2021 |
| GeneCAI: Genetic Evolution for Acquiring Compact AI M Javaheripi, M Samragh, T Javidi, F Koushanfar GECCO '20: Proceedings of the 2020 Genetic and Evolutionary Computation …, 2020 | 17* | 2020 |
| HASHTAG: Hash signatures for online detection of fault-injection attacks on deep neural networks M Javaheripi, F Koushanfar 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021 | 12 | 2021 |
| Trojan signatures in DNN weights G Fields, M Samragh, M Javaheripi, F Koushanfar, T Javidi Proceedings of the IEEE/CVF International Conference on Computer Vision, 12-20, 2021 | 12 | 2021 |
| Peeking into the black box: A tutorial on automated design optimization and parameter search M Javaheripi, M Samragh, F Koushanfar IEEE Solid-State Circuits Magazine 11 (4), 23-28, 2019 | 12 | 2019 |
| Autorank: Automated rank selection for effective neural network customization M Javaheripi, M Samragh, F Koushanfar IEEE Journal on Emerging and Selected Topics in Circuits and Systems 11 (4 …, 2021 | 10* | 2021 |
| AccHashtag: Accelerated Hashing for Detecting Fault-Injection Attacks on Embedded Neural Networks M Javaheripi, JW Chang, F Koushanfar ACM Journal on Emerging Technologies in Computing Systems 19 (1), 1-20, 2022 | 7 | 2022 |
| AdaNS: Adaptive Non-Uniform Sampling for Automated Design of Compact DNNs M Javaheripi, M Samragh, T Javidi, F Koushanfar IEEE Journal of Selected Topics in Signal Processing 14 (4), 750-764, 2020 | 7 | 2020 |
| Rovisq: Reduction of video service quality via adversarial attacks on deep learning-based video compression JW Chang, M Javaheripi, S Hidano, F Koushanfar arXiv preprint arXiv:2203.10183, 2022 | 6* | 2022 |
| Cleann: Accelerated trojan shield for embedded neural networks. In 2020 IEEE M Javaheripi, M Samragh, G Fields, T Javidi, F Koushanfar ACM International Conference On Computer Aided Design (ICCAD), 1-9, 0 | 6 | |
Farinaz KoushanfarProfessor and Henry Booker Faculty Scholar of ECE, UC San DiegoVerified email at ucsd.edu
