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2020 – today
- 2024
[c17]Jiacen Xu, Xiaokui Shu, Zhou Li
:
Understanding and Bridging the Gap Between Unsupervised Network Representation Learning and Security Analytics. SP 2024: 3590-3608- 2023
- [c16]Joon-Young Gwak, Priti Prabhakar Wakodikar, Meng Wang, Guanhua Yan, Xiaokui Shu, Scott D. Stoller, Ping Yang:
Debugging Malware Classification Models Based on Event Logs with Explainable AI. ICDM (Workshops) 2023: 939-948 - [c15]Isaiah J. King, Xiaokui Shu, Jiyong Jang, Kevin Eykholt, Taesung Lee, H. Howie Huang:
EdgeTorrent: Real-time Temporal Graph Representations for Intrusion Detection. RAID 2023: 77-91 - 2022
- [c14]Yushan Liu, Xiaokui Shu, Yixin Sun, Jiyong Jang, Prateek Mittal:
RAPID: Real-Time Alert Investigation with Context-aware Prioritization for Efficient Threat Discovery. ACSAC 2022: 827-840 - 2021
- [i3]Teryl Taylor, Frederico Araujo, Xiaokui Shu:
Towards an Open Format for Scalable System Telemetry. CoRR abs/2101.10474 (2021) - [i2]Frederico Araujo, Dhilung Kirat, Xiaokui Shu, Teryl Taylor, Jiyong Jang:
Evidential Cyber Threat Hunting. CoRR abs/2104.10319 (2021) - 2020
- [c13]Teryl Taylor, Frederico Araujo, Xiaokui Shu:
Towards an Open Format for Scalable System Telemetry. IEEE BigData 2020: 1031-1040 - [c12]Jialong Zhang, Zhongshu Gu, Jiyong Jang, Dhilung Kirat, Marc Ph. Stoecklin, Xiaokui Shu, Heqing Huang:
Scarecrow: Deactivating Evasive Malware via Its Own Evasive Logic. DSN 2020: 76-87
2010 – 2019
- 2018
- [c11]Xiaokui Shu, Frederico Araujo, Douglas Lee Schales, Marc Ph. Stoecklin, Jiyong Jang, Heqing Huang, Josyula R. Rao:
Threat Intelligence Computing. CCS 2018: 1883-1898 - 2017
- [b2]Danfeng (Daphne) Yao, Xiaokui Shu, Long Cheng, Salvatore J. Stolfo:
Anomaly Detection as a Service: Challenges, Advances, and Opportunities. Synthesis Lectures on Information Security, Privacy, and Trust, Morgan & Claypool Publishers 2017, ISBN 978-3-031-01226-6 - [j5]Xiaokui Shu, Danfeng (Daphne) Yao, Naren Ramakrishnan, Trent Jaeger:
Long-Span Program Behavior Modeling and Attack Detection. ACM Trans. Priv. Secur. 20(4): 12:1-12:28 (2017) - [i1]Xiaokui Shu, Ke Tian, Andrew Ciambrone, Danfeng Yao:
Breaking the Target: An Analysis of Target Data Breach and Lessons Learned. CoRR abs/1701.04940 (2017) - 2016
- [b1]Xiaokui Shu:
Threat Detection in Program Execution and Data Movement: Theory and Practice. Virginia Tech, Blacksburg, VA, USA, 2016 - [j4]Xiaokui Shu, Jing Zhang, Danfeng (Daphne) Yao, Wu-chun Feng:
Fast Detection of Transformed Data Leaks. IEEE Trans. Inf. Forensics Secur. 11(3): 528-542 (2016) - [c10]Xiaokui Shu, Nikolay Laptev, Danfeng (Daphne) Yao:
DECT: Distributed Evolving Context Tree for Understanding User Behavior Pattern Evolution. AAAI 2016: 4395-4396 - [c9]Xiaokui Shu, Danfeng Yao:
Program Anomaly Detection: Methodology and Practices. CCS 2016: 1853-1854 - [c8]Xiaokui Shu, Nikolay Laptev, Danfeng Yao:
DECT: Distributed Evolving Context Tree for Mining Web Behavior Evolution. EDBT 2016: 573-579 - 2015
- [j3]Karim O. Elish, Xiaokui Shu, Danfeng (Daphne) Yao, Barbara G. Ryder, Xuxian Jiang:
Profiling user-trigger dependence for Android malware detection. Comput. Secur. 49: 255-273 (2015) - [j2]Xiaokui Shu, Danfeng Yao, Elisa Bertino:
Privacy-Preserving Detection of Sensitive Data Exposure. IEEE Trans. Inf. Forensics Secur. 10(5): 1092-1103 (2015) - [c7]Xiaokui Shu, Danfeng Yao, Naren Ramakrishnan:
Unearthing Stealthy Program Attacks Buried in Extremely Long Execution Paths. CCS 2015: 401-413 - [c6]Xiaokui Shu, Jing Zhang, Danfeng Yao, Wu-chun Feng:
Rapid Screening of Transformed Data Leaks with Efficient Algorithms and Parallel Computing. CODASPY 2015: 147-149 - [c5]Fang Liu, Xiaokui Shu, Danfeng Yao, Ali Raza Butt:
Privacy-Preserving Scanning of Big Content for Sensitive Data Exposure with MapReduce. CODASPY 2015: 195-206 - [c4]Xiaokui Shu, Jing Zhang, Danfeng Yao, Wu-chun Feng:
Rapid and parallel content screening for detecting transformed data exposure. INFOCOM Workshops 2015: 191-196 - [c3]Xiaokui Shu, Danfeng (Daphne) Yao, Barbara G. Ryder:
A Formal Framework for Program Anomaly Detection. RAID 2015: 270-292 - 2013
- [c2]Xiaokui Shu, John Smiy, Danfeng (Daphne) Yao, Heshan Lin:
Massive distributed and parallel log analysis for organizational security. GLOBECOM Workshops 2013: 194-199 - 2012
- [j1]Deian Stefan, Xiaokui Shu, Danfeng (Daphne) Yao:
Robustness of keystroke-dynamics based biometrics against synthetic forgeries. Comput. Secur. 31(1): 109-121 (2012) - [c1]Xiaokui Shu, Danfeng (Daphne) Yao:
Data Leak Detection as a Service. SecureComm 2012: 222-240
Coauthor Index
aka: Danfeng (Daphne) Yao
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