| A survey on deep learning for human activity recognition F Gu, MH Chung, M Chignell, S Valaee, B Zhou, X Liu ACM Computing Surveys (CSUR) 54 (8), 1-34, 2021 | 212 | 2021 |
| Interactive machine learning for data exfiltration detection: Active learning with human expertise MH Chung, M Chignell, L Wang, A Jovicic, A Raman 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2020 | 31 | 2020 |
| Implementing data exfiltration defense in situ: a survey of countermeasures and human involvement MH Chung, Y Yang, L Wang, G Cento, K Jerath, A Raman, D Lie, ... ACM Computing Surveys 55 (14s), 1-37, 2023 | 15 | 2023 |
| Human factors in interactive machine learning: a cybersecurity case study MH Chignell, MH Chung, Y Yang, G Cento, A Raman Proceedings of the Human Factors and Ergonomics Society Annual Meeting 65 (1 …, 2021 | 9 | 2021 |
| Implementing Active Learning in Cybersecurity: Detecting Anomalies in Redacted Emails MH Chung, L Wang, S Li, Y Yang, C Giang, K Jerath, A Raman, D Li, ... arXiv preprint arXiv:2303.00870, 2023 | 6 | 2023 |
| Enhancing cybersecurity situation awareness through visualization: A USB data exfiltration case study MHM Chung, YA Yang, L Wang, G Cento, K Jerath, P Taank, A Raman, ... Heliyon 9 (1), 2023 | 5 | 2023 |
| The Model Mastery Lifecycle: A Framework for Designing Human-AI Interaction M Chignell, MHM Chung, J Kongmanee, K Jerath, A Raman arXiv preprint arXiv:2408.12781, 2024 | | 2024 |
| A Human-AI Interaction Dashboard for Detecting Potentially Malicious Emails J Kongmanee, MHM Chung, A Luna, L Zhan, K Jerath, A Raman, ... 2024 IEEE 4th International Conference on Human-Machine Systems (ICHMS), 1-6, 2024 | | 2024 |
| Maximizing Information Gain in Privacy-Aware Active Learning of Email Anomalies MHM Chung, S Li, J Kongmanee, L Wang, Y Yang, C Giang, K Jerath, ... arXiv preprint arXiv:2405.07440, 2024 | | 2024 |
| Interactive Machine Learning in Cybersecurity: Using Human Expertise More Effectively MHM Chung University of Toronto (Canada), 2023 | | 2023 |
Mark ChignellProfessor of Mechanical and Industrial Engineering, University of TorontoVerified email at mie.utoronto.ca