| Pretrained transformers improve out-of-distribution robustness D Hendrycks, X Liu, E Wallace, A Dziedzic, R Krishnan, D Song arXiv preprint arXiv:2004.06100, 2020 | 461 | 2020 |
| Enabling efficient cyber threat hunting with cyber threat intelligence P Gao, F Shao, X Liu, X Xiao, Z Qin, F Xu, P Mittal, SR Kulkarni, D Song 2021 IEEE 37th International Conference on Data Engineering (ICDE), 193-204, 2021 | 138 | 2021 |
| A System for Automated Open-Source Threat Intelligence Gathering and Management P Gao, X Liu, E Choi, B Soman, C Mishra, K Farris, D Song Proceedings of the 2021 International Conference on Management of Data, 2716 …, 2021 | 39 | 2021 |
| UniFed: A Benchmark for Federated Learning Frameworks X Liu, T Shi, C Xie, Q Li, K Hu, H Kim, X Xu, B Li, D Song arXiv preprint arXiv:2207.10308, 2022 | 31 | 2022 |
| Distributed Structured Actor-Critic Reinforcement Learning for Universal Dialogue Management Z Chen, L Chen, X Liu, K Yu IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 2400-2411, 2020 | 25 | 2020 |
| A system for efficiently hunting for cyber threats in computer systems using threat intelligence P Gao, F Shao, X Liu, X Xiao, H Liu, Z Qin, F Xu, P Mittal, SR Kulkarni, ... 2021 IEEE 37th International Conference on Data Engineering (ICDE), 2705-2708, 2021 | 21 | 2021 |
| Lessons Learned: Surveying the Practicality of Differential Privacy in the Industry GM Garrido, X Liu, F Matthes, D Song arXiv preprint arXiv:2211.03898, 2022 | 20 | 2022 |
| ThreatKG: A Threat Knowledge Graph for Automated Open-Source Cyber Threat Intelligence Gathering and Management P Gao, X Liu, E Choi, S Ma, X Yang, Z Ji, Z Zhang, D Song arXiv preprint arXiv:2212.10388, 2022 | 11 | 2022 |
| BeeTrace: A Unified Platform for Secure Contact Tracing that Breaks Data Silos X Liu, N Trieu, EM Kornaropoulos, D Song arXiv preprint arXiv:2007.02285, 2020 | 10 | 2020 |
| 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 | 4 | 2024 |
| Structured hierarchical dialogue policy with graph neural networks Z Chen, X Liu, L Chen, K Yu National Conference on Man-Machine Speech Communication, 264-277, 2022 | 4 | 2022 |
| Effective and Efficient Federated Tree Learning on Hybrid Data Q Li, C Xie, X Xu, X Liu, C Zhang, B Li, B He, D Song arXiv preprint arXiv:2310.11865, 2023 | 3 | 2023 |
| HADES: Range-Filtered Private Aggregation on Public Data X Liu, N Trieu, T Gupta, I Ahmad, D Song Cryptology ePrint Archive, 2024 | | 2024 |
| ThreatKG: An AI-Powered System for Automated Open-Source Cyber Threat Intelligence Gathering and Management P Gao, X Liu, E Choi, S Ma, X Yang, D Song | | 2024 |
| Evaluating Large Language Models in an Emerging Domain: A Pilot Study in Decentralized Finance JC Pearlson, X Liu, C Huang, KA George, D Song, C Wang ICLR 2024 Workshop on Navigating and Addressing Data Problems for Foundation …, 0 | | |
Dawn SongProfessor of Computer Science, UC BerkeleyVerified email at cs.berkeley.edu
