@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 }