@inproceedings {291066, author = {Hailun Ding and Juan Zhai and Yuhong Nan and Shiqing Ma}, title = {{AIRTAG}: Towards Automated Attack Investigation by Unsupervised Learning with Log Texts}, booktitle = {32nd USENIX Security Symposium (USENIX Security 23)}, year = {2023}, isbn = {978-1-939133-37-3}, address = {Anaheim, CA}, pages = {373--390}, url = {https://www.usenix.org/conference/usenixsecurity23/presentation/ding-hailun-airtag}, publisher = {USENIX Association}, month = aug } @inproceedings {287156, author = {Hailun Ding and Juan Zhai and Dong Deng and Shiqing Ma}, title = {The Case for Learned Provenance Graph Storage Systems}, booktitle = {32nd USENIX Security Symposium (USENIX Security 23)}, year = {2023}, isbn = {978-1-939133-37-3}, address = {Anaheim, CA}, pages = {3277--3294}, url = {https://www.usenix.org/conference/usenixsecurity23/presentation/ding-hailun-provenance}, publisher = {USENIX Association}, month = aug } @inproceedings {291098, author = {Xinghui Wu and Shiqing Ma and Chao Shen and Chenhao Lin and Qian Wang and Qi Li and Yuan Rao}, title = {{KENKU}: Towards Efficient and Stealthy Black-box Adversarial Attacks against {ASR} Systems}, booktitle = {32nd USENIX Security Symposium (USENIX Security 23)}, year = {2023}, isbn = {978-1-939133-37-3}, address = {Anaheim, CA}, pages = {247--264}, url = {https://www.usenix.org/conference/usenixsecurity23/presentation/wu-xinghui}, publisher = {USENIX Association}, month = aug } @inproceedings {263852, author = {Abdulellah Alsaheel and Yuhong Nan and Shiqing Ma and Le Yu and Gregory Walkup and Z. Berkay Celik and Xiangyu Zhang and Dongyan Xu}, title = {{ATLAS}: A Sequence-based Learning Approach for Attack Investigation}, booktitle = {30th USENIX Security Symposium (USENIX Security 21)}, year = {2021}, isbn = {978-1-939133-24-3}, pages = {3005--3022}, url = {https://www.usenix.org/conference/usenixsecurity21/presentation/alsaheel}, publisher = {USENIX Association}, month = aug } @inproceedings {274721, author = {Hailun Ding and Shenao Yan and Juan Zhai and Shiqing Ma}, title = {{ELISE}: A Storage Efficient Logging System Powered by Redundancy Reduction and Representation Learning}, booktitle = {30th USENIX Security Symposium (USENIX Security 21)}, year = {2021}, isbn = {978-1-939133-24-3}, pages = {3023--3040}, url = {https://www.usenix.org/conference/usenixsecurity21/presentation/ding}, publisher = {USENIX Association}, month = aug } @inproceedings {216025, author = {Shiqing Ma and Juan Zhai and Yonghwi Kwon and Kyu Hyung Lee and Xiangyu Zhang and Gabriela Ciocarlie and Ashish Gehani and Vinod Yegneswaran and Dongyan Xu and Somesh Jha}, title = {{Kernel-Supported} {Cost-Effective} Audit Logging for Causality Tracking}, booktitle = {2018 USENIX Annual Technical Conference (USENIX ATC 18)}, year = {2018}, isbn = {ISBN 978-1-939133-01-4}, address = {Boston, MA}, pages = {241--254}, url = {https://www.usenix.org/conference/atc18/presentation/ma-shiqing}, publisher = {USENIX Association}, month = jul } @inproceedings {203706, author = {Shiqing Ma and Juan Zhai and Fei Wang and Kyu Hyung Lee and Xiangyu Zhang and Dongyan Xu}, title = {{MPI}: Multiple Perspective Attack Investigation with Semantic Aware Execution Partitioning}, booktitle = {26th USENIX Security Symposium (USENIX Security 17)}, year = {2017}, isbn = {978-1-931971-40-9}, address = {Vancouver, BC}, pages = {1111--1128}, url = {https://www.usenix.org/conference/usenixsecurity17/technical-sessions/presentation/ma}, publisher = {USENIX Association}, month = aug }