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Researcher
Ilias Tsingenopoulos
- Disciplines:Distributed computing
Affiliations
- Distributed and Secure Software (DistriNet) (Division)
Member
From1 Aug 2020 → Today - Informatics Section (Division)
Member
From1 May 2018 → 4 Aug 2020
Projects
1 - 1 of 1
- Protection of security solutions that rely on machine learningFrom6 May 2019 → 6 May 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 6 of 6
- Position Paper: On Advancing Adversarial Malware Generation Using Dynamic Features(2022)
Authors: Mohammadali Shafiei, Vera Rimmer, Ilias Tsingenopoulos, Lieven Desmet, Wouter Joosen
Pages: 15 - 20 - Adversarial machine learning(2022)
Authors: Ilias Tsingenopoulos, Wouter Joosen
Pages: 287 - 312Number of pages: 25 - Captcha me if you can: Imitation Games with Reinforcement Learning(2022)
Authors: Ilias Tsingenopoulos, Davy Preuveneers, Lieven Desmet, Wouter Joosen
Pages: 719 - 735Number of pages: 17 - Resource Usage and Performance Trade-offs for Machine Learning Models in Smart Environments(2020)
Authors: Davy Preuveneers, Ilias Tsingenopoulos, Wouter Joosen
- AutoAttacker: A reinforcement learning approach for black-box adversarial attacks(2019)
Authors: Ilias Tsingenopoulos, Davy Preuveneers, Wouter Joosen
Pages: 229 - 237Number of pages: 9 - Chained Anomaly Detection Models for Federated Learning: An Intrusion Detection Case Study(2018)
Authors: Davy Preuveneers, Vera Rimmer, Ilias Tsingenopoulos, Jan Spooren, Wouter Joosen