Xiaokui Shu

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 14

Top Topics

Graph Representations

Anomaly Detection

Execution Paths

Top Venues

IEEE Trans. Inf. Forensics Secur.

Publications

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)
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)
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)
Frederico Araujo, Dhilung Kirat, Xiaokui Shu, Teryl Taylor, Jiyong Jang
Evidential Cyber Threat Hunting. CoRR (2021)
Teryl Taylor, Frederico Araujo, Xiaokui Shu
Towards an Open Format for Scalable System Telemetry. CoRR (2021)
Teryl Taylor, Frederico Araujo, Xiaokui Shu
Towards an Open Format for Scalable System Telemetry. IEEE BigData (2020)
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)
Xiaokui Shu, Frederico Araujo, Douglas Lee Schales, Marc Ph. Stoecklin, Jiyong Jang, Heqing Huang, Josyula R. Rao
Threat Intelligence Computing. CCS (2018)
Xiaokui Shu, Ke Tian, Andrew Ciambrone, Danfeng Yao
Breaking the Target: An Analysis of Target Data Breach and Lessons Learned. CoRR (2017)
Xiaokui Shu, Danfeng (Daphne) Yao, Naren Ramakrishnan, Trent Jaeger
Long-Span Program Behavior Modeling and Attack Detection. ACM Trans. Priv. Secur. 20 (4) (2017)
Xiaokui Shu, Danfeng Yao
Program Anomaly Detection: Methodology and Practices. CCS (2016)
Xiaokui Shu, Nikolay Laptev, Danfeng Yao
DECT: Distributed Evolving Context Tree for Mining Web Behavior Evolution. EDBT (2016)
Xiaokui Shu, Nikolay Laptev, Danfeng (Daphne) Yao
DECT: Distributed Evolving Context Tree for Understanding User Behavior Pattern Evolution. AAAI (2016)
Xiaokui Shu, Jing Zhang, Danfeng (Daphne) Yao, Wu-chun Feng
Fast Detection of Transformed Data Leaks. IEEE Trans. Inf. Forensics Secur. 11 (3) (2016)
Xiaokui Shu, Jing Zhang, Danfeng Yao, Wu-chun Feng
Rapid Screening of Transformed Data Leaks with Efficient Algorithms and Parallel Computing. CODASPY (2015)
Karim O. Elish, Xiaokui Shu, Danfeng (Daphne) Yao, Barbara G. Ryder, Xuxian Jiang
Profiling user-trigger dependence for Android malware detection. Comput. Secur. 49 (2015)
Xiaokui Shu, Danfeng Yao, Naren Ramakrishnan
Unearthing Stealthy Program Attacks Buried in Extremely Long Execution Paths. CCS (2015)
Xiaokui Shu, Jing Zhang, Danfeng Yao, Wu-chun Feng
Rapid and parallel content screening for detecting transformed data exposure. INFOCOM Workshops (2015)
Fang Liu, Xiaokui Shu, Danfeng Yao, Ali Raza Butt
Privacy-Preserving Scanning of Big Content for Sensitive Data Exposure with MapReduce. CODASPY (2015)
Xiaokui Shu, Danfeng Yao, Elisa Bertino
Privacy-Preserving Detection of Sensitive Data Exposure. IEEE Trans. Inf. Forensics Secur. 10 (5) (2015)
Xiaokui Shu, Danfeng (Daphne) Yao, Barbara G. Ryder
A Formal Framework for Program Anomaly Detection. RAID (2015)
Xiaokui Shu, John Smiy, Danfeng (Daphne) Yao, Heshan Lin
Massive distributed and parallel log analysis for organizational security. GLOBECOM Workshops (2013)
Xiaokui Shu, Danfeng (Daphne) Yao
Data Leak Detection as a Service. SecureComm (2012)
Deian Stefan, Xiaokui Shu, Danfeng (Daphne) Yao
Robustness of keystroke-dynamics based biometrics against synthetic forgeries. Comput. Secur. 31 (1) (2012)