| Towards inspecting and eliminating trojan backdoors in deep neural networks W Guo*, L Wang*, Y Xu, X Xing, M Du, D Song 2020 IEEE International Conference on Data Mining (ICDM), 162-171, 2020 | 328* | 2020 |
| Towards Practical Differentially Private Convex Optimization R Iyengar*, JP Near*, D Song*, O Thakkar*, A Thakurta*, L Wang* Towards Practical Differentially Private Convex Optimization, 0, 0 | 226* | |
| CHURP: dynamic-committee proactive secret sharing SKD Maram*, F Zhang*, L Wang, A Low, Y Zhang, A Juels, D Song Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications …, 2019 | 125 | 2019 |
| Backdoorl: Backdoor attack against competitive reinforcement learning L Wang, Z Javed, X Wu, W Guo, X Xing, D Song arXiv preprint arXiv:2105.00579, 2021 | 97 | 2021 |
| {PrivGuard}: Privacy regulation compliance made easier L Wang, U Khan, J Near, Q Pang, J Subramanian, N Somani, P Gao, ... 31st USENIX Security Symposium (USENIX Security 22), 3753-3770, 2022 | 94* | 2022 |
| Duet: an expressive higher-order language and linear type system for statically enforcing differential privacy JP Near, D Darais, C Abuah, T Stevens, P Gaddamadugu, L Wang, ... Proceedings of the ACM on Programming Languages 3 (OOPSLA), 1-30, 2019 | 51 | 2019 |
| Why is public pretraining necessary for private model training? A Ganesh*, M Haghifam*, M Nasr*, S Oh*, T Steinke*, O Thakkar*, ... International Conference on Machine Learning, 10611-10627, 2023 | 47 | 2023 |
| A generic technique for sketches to adapt to different counting ranges T Yang, J Xu, X Liu, P Liu, L Wang, J Bi, X Li IEEE INFOCOM 2019-IEEE Conference on Computer Communications, 2017-2025, 2019 | 40* | 2019 |
| Byzantine-robust federated learning with optimal statistical rates B Zhu*, L Wang*, Q Pang*, S Wang, J Jiao, D Song, MI Jordan International Conference on Artificial Intelligence and Statistics, 3151-3178, 2023 | 38* | 2023 |
| Empowering sketches with machine learning for network measurements T Yang*, L Wang*, Y Shen, M Shahzad, Q Huang, X Jiang, K Tan, X Li Proceedings of the 2018 Workshop on Network Meets AI & ML, 15-20, 2018 | 28 | 2018 |
| D2P-Fed: Differentially private federated learning with efficient communication L Wang, R Jia, D Song arXiv preprint arXiv:2006.13039, 2020 | 22 | 2020 |
| Fine-grained probability counting for cardinality estimation of data streams L Wang, T Yang, H Wang, J Jiang, Z Cai, B Cui, X Li World Wide Web 22, 2065-2081, 2019 | 21* | 2019 |
| Dplis: Boosting utility of differentially private deep learning via randomized smoothing W Wang, T Wang, L Wang, N Luo, P Zhou, D Song, R Jia arXiv preprint arXiv:2103.01496, 2021 | 18 | 2021 |
| Towards practical differentially private causal graph discovery L Wang, Q Pang, D Song Advances in Neural Information Processing Systems 33, 5516-5526, 2020 | 17 | 2020 |
| Differentially Private Fractional Frequency Moments Estimation with Polylogarithmic Space L Wang, I Pinelis, D Song The Tenth International Conference on Learning Representations, 2022 | 15 | 2022 |
| Secure federated correlation test and entropy estimation Q Pang*, L Wang*, S Wang, W Zheng, D Song International Conference on Machine Learning, 26990-27010, 2023 | 10* | 2023 |
| Unintended memorization in large asr models, and how to mitigate it L Wang, O Thakkar, R Mathews ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 8 | 2024 |
| {PATROL}: Provable defense against adversarial policy in two-player games W Guo, X Wu, L Wang, X Xing, D Song 32nd USENIX Security Symposium (USENIX Security 23), 3943-3960, 2023 | 7 | 2023 |
| Ratel: Mpc-extensions for smart contracts Y Li, K Soska, Z Huang, S Bellemare, M Quintyne-Collins, L Wang, X Liu, ... Proceedings of the 19th ACM Asia Conference on Computer and Communications …, 2024 | 6 | 2024 |
| Audiomarkbench: Benchmarking robustness of audio watermarking H Liu, M Guo, Z Jiang, L Wang, N Gong Advances in Neural Information Processing Systems 37, 52241-52265, 2025 | 5 | 2025 |
Dawn SongProfessor of Computer Science, UC Berkeleyכתובת אימייל מאומתת בדומיין cs.berkeley.edu