Directed Greybox Fuzzing. - Marcel Böhme; Van-Thuan Pham; Manh-Dung Nguyen; Abhik Roychoudhury (CCS, 2017)

Semantic program repair using a reference implementation. - Sergey Mechtaev; Manh-Dung Nguyen; Yannic Noller; Lars Grunske; Abhik Roychoudhury (ICSE, 2018)

Binary-level Directed Fuzzing for Use-After-Free Vulnerabilities. - Manh-Dung Nguyen; Sébastien Bardin; Richard Bonichon; Roland Groz; Matthieu Lemerre (RAID, 2020)

Towards Systematic and Dynamic Task Allocation for Collaborative Parallel Fuzzing. - Van-Thuan Pham; Manh-Dung Nguyen; Quang-Trung Ta; Toby Murray; Benjamin I. P. Rubinstein (ASE, 2021)

Binary-level directed fuzzing for complex vulnerabilities. (Guidage du test en frelatage de codes binaires pour la détection de vulnérabilités logicielles complexes). - Manh-Dung Nguyen (2021)

Towards improving explainability, resilience and performance of cybersecurity analysis of 5G/IoT networks (work-in-progress paper). - Manh-Dung Nguyen; Vinh Hoa La; Ana R. Cavalli; Edgardo Montes de Oca (ICST Workshops, 2022)

A deep learning anomaly detection framework with explainability and robustness. - Manh-Dung Nguyen; Anis Bouaziz; Valeria Valdés; Ana Rosa Cavalli; Wissam Mallouli; Edgardo Montes de Oca (ARES, 2023)

Study on Adversarial Attacks Techniques, Learning Methods and Countermeasures: Application to Anomaly Detection. - Anis Bouaziz; Manh-Dung Nguyen; Valeria Valdés; Ana Rosa Cavalli; Wissam Mallouli (ICSOFT, 2023)

The PRECINCT Ecosystem Platform for Critical Infrastructure Protection: Architecture, Deployment and Transferability. - Djibrilla Amadou Kountché; Jocelyn Aubert; Manh-Dung Nguyen; Natalia Kalfa; Nicola Gregorio Durante; Cristiano Passerini; Stéphane Kuding (ARES, 2024)

AI4SOAR: A Security Intelligence Tool for Automated Incident Response. - Manh-Dung Nguyen; Wissam Mallouli; Ana Rosa Cavalli; Edgardo Montes de Oca (ARES, 2024)

A Framework for In-network Inference using P4. - Huu Nghia Nguyen; Manh-Dung Nguyen; Edgardo Montes de Oca (ARES, 2024)

Towards Accountable and Resilient AI-Assisted Networks: Case Studies and Future Challenges. - Shen Wang 006; Chamara Sandeepa; Thulitha Senevirathna; Bartlomiej Siniarski; Manh-Dung Nguyen; Samuel Marchal; Madhusanka Liyanage (EuCNC/6G Summit, 2024)

SPATIAL: Practical AI Trustworthiness with Human Oversight. - Abdul-Rasheed Ottun; Rasinthe Marasinghe; Toluwani Elemosho; Mohan Liyanage; Ashfaq Hussain Ahmed; Michell Boerger; Chamara Sandeepa; Thulitha Senevirathna; Vinh Hoa La; Manh-Dung Nguyen; Claudio Soriente; Samuel Marchal; et al. (ICDCS, 2024)

The SPATIAL Architecture: Design and Development Experiences from Gauging and Monitoring the AI Inference Capabilities of Modern Applications. - Abdul-Rasheed Ottun; Rasinthe Marasinghe; Toluwani Elemosho; Mohan Liyanage; Mohamad Ragab; Prachi Bagave; Marcus Westberg; Mehrdad Asadi; Michell Boerger; Chamara Sandeepa; Thulitha Senevirathna; Bartlomiej Siniarski; et al. (ICDCS, 2024)

Enhancing IoT Security in 6G Networks: AI-Based Intrusion Detection, Penetration Testing, and Blockchain-Based Trust Management (Work-in-Progress Paper). - Vinh Hoa La; Wissam Mallouli; Manh-Dung Nguyen; Edgardo Montes de Oca; Ana R. Cavalli; Péter Vörös; Károly Kecskeméti; Mohammed B. Alshawki; Sándor Laki; Antonios Lalas; Sarantis Kalafatidis; Asterios Mpatziakas; et al. (IFIPIoT (2), 2024)

LLMs in Security Testing and Monitoring: An Initial Study. - Luong Nguyen; Manh-Dung Nguyen; Anh Hao Bui; Ana Rosa Cavalli; Edgardo Montes de Oca (ARES (EU Projects Symposium Workshops 2), 2025)

An Intelligent Network Fuzzer for Protocol Testing in Healthcare Systems. - Manh-Dung Nguyen; Huu Nghia Nguyen; Lethycia Maia de Souza; Stylianos Karagiannis; Ana Rosa Cavalli; Edgardo Montes de Oca (ARES (EU Projects Symposium Workshops 2), 2025)