| 2024 | SP | Understanding and Bridging the Gap Between Unsupervised Network Representation Learning and Security Analytics. | Jiacen Xu, Xiaokui Shu, Zhou Li |
| 2024 | SecureComm | Graphite: Real-Time Graph-Based Detection of Windows Fileless Malware Attacks. | Priti Prabhakar Wakodikar, Joon-Young Gwak, Meng Wang, Guanhua Yan, Xiaokui Shu, Scott D. Stoller, Ping Yang |
| 2023 | ICDM | Debugging Malware Classification Models Based on Event Logs with Explainable AI. | Joon-Young Gwak, Priti Prabhakar Wakodikar, Meng Wang, Guanhua Yan, Xiaokui Shu, Scott D. Stoller, Ping Yang |
| 2023 | RAID | EdgeTorrent: Real-time Temporal Graph Representations for Intrusion Detection. | Isaiah J. King, Xiaokui Shu, Jiyong Jang, Kevin Eykholt, Taesung Lee, H. Howie Huang |
| 2022 | ACSAC | RAPID: Real-Time Alert Investigation with Context-aware Prioritization for Efficient Threat Discovery. | Yushan Liu, Xiaokui Shu, Yixin Sun, Jiyong Jang, Prateek Mittal |
| 2020 | DSN | Scarecrow: Deactivating Evasive Malware via Its Own Evasive Logic. | Jialong Zhang, Zhongshu Gu, Jiyong Jang, Dhilung Kirat, Marc Ph. Stoecklin, Xiaokui Shu, Heqing Huang |
| 2018 | CCS | Threat Intelligence Computing. | Xiaokui Shu, Frederico Araujo, Douglas Lee Schales, Marc Ph. Stoecklin, Jiyong Jang, Heqing Huang, Josyula R. Rao |
| 2016 | AAAI | DECT: Distributed Evolving Context Tree for Understanding User Behavior Pattern Evolution. | Xiaokui Shu, Nikolay Laptev, Danfeng (Daphne) Yao |
| 2016 | CCS | Program Anomaly Detection: Methodology and Practices. | Xiaokui Shu, Danfeng Yao |
| 2016 | EDBT | DECT: Distributed Evolving Context Tree for Mining Web Behavior Evolution. | Xiaokui Shu, Nikolay Laptev, Danfeng Yao |
| 2015 | CCS | Unearthing Stealthy Program Attacks Buried in Extremely Long Execution Paths. | Xiaokui Shu, Danfeng Yao, Naren Ramakrishnan |
| 2015 | INFOCOM | Rapid and parallel content screening for detecting transformed data exposure. | Xiaokui Shu, Jing Zhang, Danfeng Yao, Wu-chun Feng |
| 2015 | RAID | A Formal Framework for Program Anomaly Detection. | Xiaokui Shu, Danfeng (Daphne) Yao, Barbara G. Ryder |
| 2013 | GLOBECOM | Massive distributed and parallel log analysis for organizational security. | Xiaokui Shu, John Smiy, Danfeng (Daphne) Yao, Heshan Lin |
| 2012 | SecureComm | Data Leak Detection as a Service. | Xiaokui Shu, Danfeng (Daphne) Yao |