| Systematic evaluation of privacy risks of machine learning models L Song, P Mittal 30th USENIX Security Symposium (USENIX Security 21), 2615-2632, 2021 | 352 | 2021 |
| Privacy risks of securing machine learning models against adversarial examples L Song, R Shokri, P Mittal Proceedings of the 2019 ACM SIGSAC conference on computer and communications …, 2019 | 269 | 2019 |
| POSTER: Inaudible voice commands L Song, P Mittal Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications …, 2017 | 156 | 2017 |
| Membership inference attacks against adversarially robust deep learning models L Song, R Shokri, P Mittal 2019 IEEE Security and Privacy Workshops (SPW), 50-56, 2019 | 117 | 2019 |
| Analyzing the robustness of open-world machine learning V Sehwag, AN Bhagoji, L Song, C Sitawarin, D Cullina, M Chiang, P Mittal Proceedings of the 12th ACM Workshop on Artificial Intelligence and Security …, 2019 | 93 | 2019 |
| Universal adversarial attacks with natural triggers for text classification L Song, X Yu, HT Peng, K Narasimhan arXiv preprint arXiv:2005.00174, 2020 | 85 | 2020 |
| Mitigating membership inference attacks by {Self-Distillation} through a novel ensemble architecture X Tang, S Mahloujifar, L Song, V Shejwalkar, M Nasr, A Houmansadr, ... 31st USENIX Security Symposium (USENIX Security 22), 1433-1450, 2022 | 77 | 2022 |
| Towards probabilistic verification of machine unlearning DM Sommer, L Song, S Wagh, P Mittal arXiv preprint arXiv:2003.04247, 2020 | 66 | 2020 |
| Cross-layer protocol design for CSMA/CD in full-duplex WiFi networks L Song, Y Liao, K Bian, L Song, Z Han IEEE Communications Letters 20 (4), 792-795, 2016 | 51 | 2016 |
| Guiding and emission of milijoule single-cycle THz pulse from laser-driven wire-like targets Y Zeng, C Zhou, L Song, X Lu, Z Li, Y Ding, Y Bai, Y Xu, Y Leng, Y Tian, ... Optics Express 28 (10), 15258-15267, 2020 | 31 | 2020 |
| Athena: Probabilistic verification of machine unlearning DM Sommer, L Song, S Wagh, P Mittal Proceedings on Privacy Enhancing Technologies, 2022 | 26 | 2022 |
| Direct mapping of attosecond electron dynamics C Zhou, Y Bai, L Song, Y Zeng, Y Xu, D Zhang, X Lu, Y Leng, J Liu, Y Tian, ... Nature Photonics 15 (3), 216-221, 2021 | 24 | 2021 |
| A critical evaluation of open-world machine learning L Song, V Sehwag, AN Bhagoji, P Mittal arXiv preprint arXiv:2007.04391, 2020 | 17 | 2020 |
| Better the devil you know: An analysis of evasion attacks using out-of-distribution adversarial examples V Sehwag, AN Bhagoji, L Song, C Sitawarin, D Cullina, M Chiang, P Mittal arXiv preprint arXiv:1905.01726, 2019 | 16 | 2019 |
| Machine learning with differentially private labels: Mechanisms and frameworks X Tang, M Nasr, S Mahloujifar, V Shejwalkar, L Song, A Houmansadr, ... Proceedings on Privacy Enhancing Technologies, 2022 | 15 | 2022 |
| IoTHound: environment-agnostic device identification and monitoring P Anantharaman, L Song, I Agadakos, G Ciocarlie, B Copos, U Lindqvist, ... Proceedings of the 10th International Conference on the Internet of Things, 1-9, 2020 | 14 | 2020 |
| Acoustic denial of service attacks on HDDs M Shahrad, A Mosenia, L Song, M Chiang, D Wentzlaff, P Mittal arXiv preprint arXiv:1712.07816, 2017 | 14 | 2017 |
| Acoustic denial of service attacks on hard disk drives M Shahrad, A Mosenia, L Song, M Chiang, D Wentzlaff, P Mittal Proceedings of the 2018 Workshop on Attacks and Solutions in Hardware …, 2018 | 12 | 2018 |
| Flexible full-duplex cognitive radio networks by antenna reconfiguration L Song, Y Liao, L Song 2015 IEEE/CIC International Conference on Communications in China (ICCC), 1-5, 2015 | 4 | 2015 |
| Full-duplex WiFi networks L Song, Y Liao, L Song Handbook of Cognitive Radio, 1-27, 2017 | 3 | 2017 |
Prateek MittalProfessor, Princeton UniversityVerifierad e-postadress på princeton.edu
