Xiaokui Shu

According to our database, Xiaokui Shu authored at least 24 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2023

EdgeTorrent: Real-time Temporal Graph Representations for Intrusion Detection.

Isaiah J. King, Xiaokui Shu, Jiyong Jang, Kevin Eykholt, Taesung Lee, H. Howie Huang

Proceedings of the 26th International Symposium on Research in Attacks, 2023

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

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

RAPID: Real-Time Alert Investigation with Context-aware Prioritization for Efficient Threat Discovery.

Yushan Liu, Xiaokui Shu, Yixin Sun, Jiyong Jang, Prateek Mittal

Proceedings of the Annual Computer Security Applications Conference, 2022

2021

Evidential Cyber Threat Hunting.

Frederico Araujo, Dhilung Kirat, Xiaokui Shu, Teryl Taylor, Jiyong Jang

CoRR, 2021

2020

Scarecrow: Deactivating Evasive Malware via Its Own Evasive Logic.

Jialong Zhang, Zhongshu Gu, Jiyong Jang, Dhilung Kirat, Marc Ph. Stoecklin, Xiaokui Shu, Heqing Huang

Proceedings of the 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2020

Towards an Open Format for Scalable System Telemetry.

Teryl Taylor, Frederico Araujo, Xiaokui Shu

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2018

Threat Intelligence Computing.

Xiaokui Shu, Frederico Araujo, Douglas Lee Schales, Marc Ph. Stoecklin, Jiyong Jang, Heqing Huang, Josyula R. Rao

Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018

2017

Anomaly Detection as a Service: Challenges, Advances, and Opportunities

Danfeng (Daphne) Yao, Xiaokui Shu, Long Cheng, Salvatore J. Stolfo

Synthesis Lectures on Information Security, Privacy, and Trust, Morgan & Claypool Publishers, ISBN: 978-3-031-02354-5, 2017

Long-Span Program Behavior Modeling and Attack Detection.

Xiaokui Shu, Danfeng (Daphne) Yao, Naren Ramakrishnan, Trent Jaeger

ACM Trans. Priv. Secur., 2017

Breaking the Target: An Analysis of Target Data Breach and Lessons Learned.

Xiaokui Shu, Ke Tian, Andrew Ciambrone, Danfeng Yao

CoRR, 2017

2016

Fast Detection of Transformed Data Leaks.

Xiaokui Shu, Jing Zhang, Danfeng (Daphne) Yao, Wu-chun Feng

IEEE Trans. Inf. Forensics Secur., 2016

DECT: Distributed Evolving Context Tree for Mining Web Behavior Evolution.

Xiaokui Shu, Nikolay Laptev, Danfeng Yao

Proceedings of the 19th International Conference on Extending Database Technology, 2016

Program Anomaly Detection: Methodology and Practices.

Xiaokui Shu, Danfeng Yao

Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, 2016

DECT: Distributed Evolving Context Tree for Understanding User Behavior Pattern Evolution.

Xiaokui Shu, Nikolay Laptev, Danfeng (Daphne) Yao

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Privacy-Preserving Detection of Sensitive Data Exposure.

Xiaokui Shu, Danfeng Yao, Elisa Bertino

IEEE Trans. Inf. Forensics Secur., 2015

Profiling user-trigger dependence for Android malware detection.

Karim O. Elish, Xiaokui Shu, Danfeng (Daphne) Yao, Barbara G. Ryder, Xuxian Jiang

Comput. Secur., 2015

A Formal Framework for Program Anomaly Detection.

Xiaokui Shu, Danfeng (Daphne) Yao, Barbara G. Ryder

Proceedings of the Research in Attacks, Intrusions, and Defenses, 2015

Rapid and parallel content screening for detecting transformed data exposure.

Xiaokui Shu, Jing Zhang, Danfeng Yao, Wu-chun Feng

Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

Rapid Screening of Transformed Data Leaks with Efficient Algorithms and Parallel Computing.

Xiaokui Shu, Jing Zhang, Danfeng Yao, Wu-chun Feng

Proceedings of the 5th ACM Conference on Data and Application Security and Privacy, 2015

Privacy-Preserving Scanning of Big Content for Sensitive Data Exposure with MapReduce.

Fang Liu, Xiaokui Shu, Danfeng Yao, Ali Raza Butt

Proceedings of the 5th ACM Conference on Data and Application Security and Privacy, 2015

Unearthing Stealthy Program Attacks Buried in Extremely Long Execution Paths.

Xiaokui Shu, Danfeng Yao, Naren Ramakrishnan

Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communications Security, 2015

2013

Massive distributed and parallel log analysis for organizational security.

Xiaokui Shu, John Smiy, Danfeng (Daphne) Yao, Heshan Lin

Proceedings of the Workshops Proceedings of the Global Communications Conference, 2013

2012

Robustness of keystroke-dynamics based biometrics against synthetic forgeries.

Deian Stefan, Xiaokui Shu, Danfeng (Daphne) Yao

Comput. Secur., 2012

Data Leak Detection as a Service.

Xiaokui Shu, Danfeng (Daphne) Yao

Proceedings of the Security and Privacy in Communication Networks, 2012