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Manh-Dung Nguyen

Directed Greybox Fuzzing
2017 · Marcel Böhme, Van-Thuan Pham, et al. · ACM SIGSAC Conference on Computer and Communications Security (CCS) · 816
Semantic program repair using a reference implementation
2018 · Sergey Mechtaev, Manh-Dung Nguyen, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 90
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Binary-level Directed Fuzzing for Use-After-Free Vulnerabilities
2020 · Nguyen, Manh-Dung, Bardin, Sébastien, et al. · arXiv (Cornell University) · 52
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A deep learning anomaly detection framework with explainability and robustness
2023 · Manh-Dung Nguyen, Anis Bouaziz, et al. · International Conference on Availability, Reliability and Security (ARES) · 22
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Towards Systematic and Dynamic Task Allocation for Collaborative Parallel Fuzzing
2021 · Van-Thuan Pham, Manh-Dung Nguyen, et al. · IEEE/ACM International Conference on Automated Software Engineering (ASE) · 20
AI4SOAR: A Security Intelligence Tool for Automated Incident Response
2024 · Manh-Dung Nguyen, Wissam Mallouli, et al. · International Conference on Availability, Reliability and Security (ARES) · 15
From Opacity to Clarity: Leveraging XAI for Robust Network Traffic Classification
2024 · Chamara Sandeepa, Thulitha Senevirathna, et al. · Communications in computer and information science · 8
Towards improving explainability, resilience and performance of cybersecurity analysis of 5G/IoT networks (work-in-progress paper)
2022 · Manh-Dung Nguyen, Vinh Hoa La, et al. · IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW) · 8
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A Framework for In-network Inference using P4
2024 · Huu Nghia Nguyen, Manh-Dung Nguyen, et al. · International Conference on Availability, Reliability and Security (ARES) · 7
The SPATIAL Architecture: Design and Development Experiences from Gauging and Monitoring the AI Inference Capabilities of Modern Applications
2024 · Abdul-Rasheed Ottun, Rasinthe Marasinghe, et al. · IEEE International Conference on Distributed Computing Systems (ICDCS) · 6
Study on Adversarial Attacks Techniques, Learning Methods and Countermeasures: Application to Anomaly Detection
2023 · Anis Bouaziz, Manh-Dung Nguyen, et al. · International Conference on Software Technologies (ICSOFT) · 6
Enhancing Accountability, Resilience, and Privacy of Intelligent Networks With XAI
2025 · Thulitha Senevirathna, Chamara Sandeepa, et al. · IEEE Open Journal of the Communications Society · 5
Towards Accountable and Resilient AI-Assisted Networks: Case Studies and Future Challenges
2024 · Shen Wang, Chamara Sandeepa, et al. · Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit) · 5
The PRECINCT Ecosystem Platform for Critical Infrastructure Protection: Architecture, Deployment and Transferability
2024 · Djibrilla Amadou Kountche, Jocelyn Aubert, et al. · International Conference on Availability, Reliability and Security (ARES) · 4
Toward Anomaly Detection Using Explainable AI
2023 · Manh-Dung Nguyen, Vinh-Hoa La, et al. · Springer eBooks · 3
Security Analysis of Unmanned Aircraft Systems
2017 · Manh-Dung Nguyen, Naipeng Dong, et al. · 3
An Intelligent Network Fuzzer for Protocol Testing in Healthcare Systems
2025 · Manh-Dung Nguyen, Huu Nghia Nguyen, et al. · Lecture notes in computer science · 2
LLMs in Security Testing and Monitoring: An Initial Study
2025 · Luong Nguyen, Manh-Dung Nguyen, et al. · Lecture notes in computer science · 1
Autonomous AI-Driven Pentesting Agent for Healthcare Systems Security
2026 · Manh-Dung Nguyen, Manuel Méndez Hurtado, et al. · Lecture notes in computer science
DICOM Network Security Traffic Dataset
2026 · Manh-Dung Nguyen · Zenodo (CERN European Organization for Nuclear Research)
Supply Chain Security of Critical Infrastructure Protection Software Blueprints: Deployment Aspects
2026 · Djibrilla Amadou Kountche, Meisam Gordan, et al. · Signals and communication technology
Enhancing Digital Supply Chain Security Through Critical Infrastructure Protection Blueprints: A Review on Challenges, Reference Architectures and Software Bills of Material
2026 · Djibrilla Amadou Kountche, Meisam Gordan, et al. · Signals and communication technology
SPATIAL: Practical AI Trustworthiness with Human Oversight
2024 · Abdul-Rasheed Ottun, Rasinthe Marasinghe, et al. · IEEE International Conference on Distributed Computing Systems (ICDCS)
Binary-level directed fuzzing for complex vulnerabilities
2021 · Manh-Dung Nguyen · theses.fr (ABES)
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Works count: 24
Citation count: 1,073
H-index: 8
I10-index: 6
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