Manh-Dung Nguyen

According to our database, Manh-Dung Nguyen authored at least 14 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Madhusanka Liyanage, Vinh Hoa La, Manh-Dung Nguyen, Edgardo Montes de Oca, Tessa Oomen, João Fernando Ferreira Gonçalves, Illija Tanaskovic, Sasa Klopanovic, Nicolas Kourtellis, Claudio Soriente, Jason Pridmore, Ana Rosa Cavalli, Drasko Draskovic, Samuel Marchal, Shen Wang, David Solans Noguero, Nikolay Tcholtchev, Aaron Yi Ding, Huber Flores

Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 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, Shen Wang, David Solans Noguero, Nikolay Tcholtchev, Aaron Yi Ding, Huber Flores

Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024

Towards Accountable and Resilient AI-Assisted Networks: Case Studies and Future Challenges.

Shen Wang, Chamara Sandeepa, Thulitha Senevirathna, Bartlomiej Siniarski, Manh-Dung Nguyen, Samuel Marchal, Madhusanka Liyanage

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2024

A Framework for In-network Inference using P4.

Huu Nghia Nguyen, Manh-Dung Nguyen, Edgardo Montes de Oca

Proceedings of the 19th International Conference on Availability, Reliability and Security, 2024

AI4SOAR: A Security Intelligence Tool for Automated Incident Response.

Manh-Dung Nguyen, Wissam Mallouli, Ana Rosa Cavalli, Edgardo Montes de Oca

Proceedings of the 19th International Conference on Availability, Reliability and Security, 2024

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

Proceedings of the 19th International Conference on Availability, Reliability and Security, 2024

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

Proceedings of the 18th International Conference on Software Technologies, 2023

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

Proceedings of the 18th International Conference on Availability, Reliability and Security, 2023

2022

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

Proceedings of the 15th IEEE International Conference on Software Testing, 2022

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

PhD thesis, 2021

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

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

2020

Binary-level Directed Fuzzing for Use-After-Free Vulnerabilities.

Manh-Dung Nguyen, Sébastien Bardin, Richard Bonichon, Roland Groz, Matthieu Lemerre

Proceedings of the 23rd International Symposium on Research in Attacks, 2020

2018

Semantic program repair using a reference implementation.

Sergey Mechtaev, Manh-Dung Nguyen, Yannic Noller, Lars Grunske, Abhik Roychoudhury

Proceedings of the 40th International Conference on Software Engineering, 2018

2017

Directed Greybox Fuzzing.

Marcel Böhme, Van-Thuan Pham, Manh-Dung Nguyen, Abhik Roychoudhury

Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, 2017