@inproceedings {272316, author = {Xueyuan Han and Xiao Yu and Thomas Pasquier and Ding Li and Junghwan Rhee and James Mickens and Margo Seltzer and Haifeng Chen}, title = {{SIGL}: Securing Software Installations Through Deep Graph Learning}, booktitle = {30th USENIX Security Symposium (USENIX Security 21)}, year = {2021}, isbn = {978-1-939133-24-3}, pages = {2345--2362}, url = {https://www.usenix.org/conference/usenixsecurity21/presentation/han-xueyuan}, publisher = {USENIX Association}, month = aug } @inproceedings {220315, author = {Xueyuan Han and Thomas Pasquier and Margo Seltzer}, title = {Provenance-based Intrusion Detection: Opportunities and Challenges}, booktitle = {10th USENIX Workshop on the Theory and Practice of Provenance (TaPP 2018)}, year = {2018}, address = {London}, url = {https://www.usenix.org/conference/tapp2018/presentation/han}, publisher = {USENIX Association}, month = jul } @inproceedings {203308, author = {Xueyuan Han and Thomas Pasquier and Tanvi Ranjan and Mark Goldstein and Margo Seltzer}, title = {{FRAPpuccino}: Fault-detection through Runtime Analysis of Provenance}, booktitle = {9th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 17)}, year = {2017}, address = {Santa Clara, CA}, url = {https://www.usenix.org/conference/hotcloud17/program/presentation/han}, publisher = {USENIX Association}, month = jul }