@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 {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
}
