| Directed greybox fuzzing M Böhme, VT Pham, MD Nguyen, A Roychoudhury Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications …, 2017 | 895 | 2017 |
| Semantic program repair using a reference implementation S Mechtaev, MD Nguyen, Y Noller, L Grunske, A Roychoudhury Proceedings of the 40th International Conference on Software Engineering …, 2018 | 116 | 2018 |
| Binary-level directed fuzzing for use-after-free vulnerabilities MD Nguyen, S Bardin, R Bonichon, R Groz, M Lemerre 23rd International Symposium on Research in Attacks, Intrusions and Defenses …, 2020 | 100 | 2020 |
| Towards Systematic and Dynamic Task Allocation for Collaborative Parallel Fuzzing VT Pham, MD Nguyen, QT Ta, T Murray, BIP Rubinstein Proceedings of the 36th IEEE/ACM International Conference on Automated …, 2021 | 17 | 2021 |
| Towards improving explainability, resilience and performance of cybersecurity analysis of 5G/IoT networks (work-in-progress paper) MD Nguyen, VH La, R Cavalli, EM de Oca 2022 IEEE International Conference on Software Testing, Verification and …, 2022 | 10 | 2022 |
| Security Analysis of Unmanned Aircraft Systems MD Nguyen, N Dong, A Roychoudhury | 8 | 2017 |
| A deep learning anomaly detection framework with explainability and robustness MD Nguyen, A Bouaziz, V Valdes, A Rosa Cavalli, W Mallouli, ... Proceedings of the 18th International Conference on Availability …, 2023 | 6 | 2023 |
| From opacity to clarity: Leveraging xai for robust network traffic classification C Sandeepa, T Senevirathna, B Siniarski, MD Nguyen, VH La, S Wang, ... International Conference on Asia Pacific Advanced Network, 125-138, 2023 | 4 | 2023 |
| A Framework for In-network Inference using P4 HN Nguyen, MD Nguyen, E Montes de Oca Proceedings of the 19th International Conference on Availability …, 2024 | 2 | 2024 |
| The SPATIAL architecture: Design and development experiences from gauging and monitoring the ai inference capabilities of modern applications AR Ottun, R Marasinghe, T Elemosho, M Liyanage, M Ragab, P Bagave, ... 2024 IEEE 44th International Conference on Distributed Computing Systems …, 2024 | 2 | 2024 |
| Towards Accountable and Resilient AI-Assisted Networks: Case Studies and Future Challenges S Wang, C Sandeepa, T Senevirathna, B Siniarski, MD Nguyen, ... 2024 Joint European Conference on Networks and Communications & 6G Summit …, 2024 | 2 | 2024 |
| Study on Adversarial Attacks Techniques, Learning Methods and Countermeasures: Application to Anomaly Detection A Bouaziz, MD Nguyen, V Valdés, A Cavalli, W Mallouli 18th International Conference on Software Technologies, 510-517, 2023 | 1 | 2023 |
| Enhancing IoT Security in 6G Networks: AI-Based Intrusion Detection, Penetration Testing, and Blockchain-Based Trust Management (Work-in-Progress Paper) VH La, W Mallouli, MD Nguyen, EM de Oca, A Cavalli, P Vörös, ... IFIP International Internet of Things Conference, 53-67, 2024 | | 2024 |
| AI4SOAR: A Security Intelligence Tool for Automated Incident Response MD Nguyen, W Mallouli, AR Cavalli, E Montes de Oca Proceedings of the 19th International Conference on Availability …, 2024 | | 2024 |
| The PRECINCT Ecosystem Platform for Critical Infrastructure Protection: Architecture, Deployment and Transferability D Amadou Kountche, J Aubert, MD Nguyen, N Kalfa, NG Durante, ... Proceedings of the 19th International Conference on Availability …, 2024 | | 2024 |
| SPATIAL: Practical AI Trustworthiness with Human Oversight AR Ottun, R Marasinghe, T Elemosho, M Liyanage, AH Ahmed, ... 2024 IEEE 44th International Conference on Distributed Computing Systems …, 2024 | | 2024 |
| Toward Anomaly Detection Using Explainable AI MD Nguyen, VH La, W Mallouli, AR Cavalli, EM Oca CyberSecurity in a DevOps Environment: From Requirements to Monitoring, 293-324, 2023 | | 2023 |
| Guidage du test en frelatage de codes binaires pour la détection de vulnérabilités logicielles complexes| Theses. fr MD Nguyen Université Grenoble Alpes, 2021 | | 2021 |
| Binary-level directed fuzzing for complex vulnerabilities MD Nguyen Université Grenoble Alpes [2020-....], 2021 | | 2021 |
Abhik RoychoudhuryProfessor of Computer Science, National University of SingaporeVerified email at comp.nus.edu.sg
