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Liwei Song
Liwei Song
Verified email at princeton.edu - Homepage
Title
Cited by
Cited by
Year
Systematic evaluation of privacy risks of machine learning models
L Song, P Mittal
30th USENIX Security Symposium (USENIX Security 21), 2615-2632, 2021
3232021
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
2512019
POSTER: Inaudible voice commands
L Song, P Mittal
Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications …, 2017
1532017
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
1082019
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
892019
Universal adversarial attacks with natural triggers for text classification
L Song, X Yu, HT Peng, K Narasimhan
arXiv preprint arXiv:2005.00174, 2020
802020
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
662022
Towards probabilistic verification of machine unlearning
DM Sommer, L Song, S Wagh, P Mittal
arXiv preprint arXiv:2003.04247, 2020
632020
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
502016
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
292020
Athena: Probabilistic verification of machine unlearning
DM Sommer, L Song, S Wagh, P Mittal
Proceedings on Privacy Enhancing Technologies, 2022
232022
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
202021
A critical evaluation of open-world machine learning
L Song, V Sehwag, AN Bhagoji, P Mittal
arXiv preprint arXiv:2007.04391, 2020
172020
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
162019
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
142022
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
142017
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
132020
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
122018
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
42015
Full-duplex WiFi networks
L Song, Y Liao, L Song
Handbook of Cognitive Radio, 1-27, 2017
32017
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Articles 1–20