Publications

(2021). FAIXID: A Framework for Enhancing AI Explainability of Intrusion Detection Results Using Data Cleaning Techniques. In: Journal of Network and Systems Management, Springer, 29, 40.

(2020). Can Cyber Operations Be Made Autonomous? An Answer from the Situational Awareness Viewpoint. In: Adaptive Autonomous Secure Cyber Systems, Springer, Cham, pp. 63–88.

(2019). Cybersecurity Education: From Beginners to Advanced Players in Cybersecurity Competitions. In: 2019 IEEE International Conference on Intelligence and Security Informatics (ISI), pp. 149–151.

(2019). AOH-Map: A Mind Mapping System for Supporting Collaborative Cyber Security Analysis. In: 2019 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA), pp. 74–80.

(2018). Supporting collaboration among cyber security analysts through visualizing their analytical reasoning processes. In: 2018 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), pp. 1–6.

(2018). Retrieval of Relevant Historical Data Triage Operations in Security Operation Centers. In: From Database to Cyber Security, Springer, Cham, pp. 227–243.

(2018). Learning from experts’ experience: toward automated cyber security data triage. In: IEEE Systems Journal, (13), 1, pp. 603–614.

(2018). Assessing programming education approaches for college beginners with different backgrounds. In: Proceedings of the 10th International Conference on Education Technology and Computers, pp. 136–139.

(2018). A cyber security data triage operation retrieval system. In: Computers & Security, (76), pp. 12–31.

(2017). Studying analysts’ data triage operations in cyber defense situational analysis. In: Theory and models for cyber situation awareness, Springer, Cham, pp. 128–169.

(2017). Leveraging Decision Making in Cyber Security Analysis through Data Cleaning. In: Southwestern Business Administration Journal, (16), 1, pp. 1.

(2017). Context-aware multimodal recommendations of multimedia data in cyber situational awareness. In: Multimedia Tools and Applications, (76), 21, pp. 22823–22843.

(2016). Automate Cybersecurity Data Triage by Leveraging Human Analysts' Cognitive Process. In: 2016 IEEE 2nd International Conference on Big Data Security on Cloud (BigDataSecurity), IEEE International Conference on High Performance and Smart Computing (HPSC), and IEEE International Conference on Intelligent Data and Security (IDS), pp. 357–363.

(2015). ARSCA: a computer tool for tracing the cognitive processes of cyber-attack analysis. In: 2015 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision, pp. 165–171.

(2015). An integrated computer-aided cognitive task analysis method for tracing cyber-attack analysis processes. In: Proceedings of the 2015 Symposium and Bootcamp on the Science of Security, pp. 1–11.

(2014). Rankaoh: Context-driven similarity-based retrieval of experiences in cyber analysis. In: 2014 IEEE International Inter-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA), pp. 230–236.

(2014). Cognitive process. In: Cyber Defense and Situational Awareness, Springer, Cham, pp. 119–144.

(2013). Towards Agile Cyber Analysis: Leveraging Visualization as Functions in Collaborative Visual Analytics. In: Proceedings of IEEE Symposium on Visual Analytics Science and Technology.

(2013). How to use experience in cyber analysis: An analytical reasoning support system. In: 2013 IEEE International Conference on Intelligence and Security Informatics, pp. 263–265.

(2012). Federating geovisual analytic tools for cyber security analysis. In: 2012 IEEE Conference on Visual Analytics Science and Technology (VAST), pp. 303–304.