Ilias Tsingenopoulos

According to our database, Ilias Tsingenopoulos authored at least 10 papers between 2019 and 2026.

Collaborative distances:

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

2026

SoK: The Pitfalls of Deep Reinforcement Learning for Cybersecurity.

Shae McFadden, Myles Foley, Elizabeth Bates, Ilias Tsingenopoulos, Sanyam Vyas, Vasilios Mavroudis, Chris Hicks, Fabio Pierazzi

CoRR, February, 2026

2025

The Adaptive Arms Race: Redefining Robustness in AI Security.

Ilias Tsingenopoulos, Vera Rimmer, Davy Preuveneers, Fabio Pierazzi, Lorenzo Cavallaro, Wouter Joosen

Proceedings of the 28th International Symposium on Research in Attacks, 2025

2024

How to Train your Antivirus: RL-based Hardening through the Problem Space.

Ilias Tsingenopoulos, Jacopo Cortellazzi, Branislav Bosanský, Simone Aonzo, Davy Preuveneers, Wouter Joosen, Fabio Pierazzi, Lorenzo Cavallaro

Proceedings of the 27th International Symposium on Research in Attacks, 2024

2023

Adversarial Markov Games: On Adaptive Decision-Based Attacks and Defenses.

Ilias Tsingenopoulos, Vera Rimmer, Davy Preuveneers, Fabio Pierazzi, Lorenzo Cavallaro, Wouter Joosen

CoRR, 2023

2022

Adversarial Machine Learning.

Carlos Javier Hernández-Castro, Zhuoran Liu, Alex Serban, Ilias Tsingenopoulos, Wouter Joosen

Security and Artificial Intelligence, 2022

Adaptive Malware Control: Decision-Based Attacks in the Problem Space of Dynamic Analysis.

Ilias Tsingenopoulos, Ali Mohammad Shafiei, Lieven Desmet, Davy Preuveneers, Wouter Joosen

Proceedings of the WoRMA@AsiaCCS 2022: Proceedings of the 1st Workshop on Robust Malware Analysis, 2022

Position Paper: On Advancing Adversarial Malware Generation Using Dynamic Features.

Ali Mohammad Shafiei, Vera Rimmer, Ilias Tsingenopoulos, Lieven Desmet, Wouter Joosen

Proceedings of the WoRMA@AsiaCCS 2022: Proceedings of the 1st Workshop on Robust Malware Analysis, 2022

Captcha me if you can: Imitation Games with Reinforcement Learning.

Ilias Tsingenopoulos, Davy Preuveneers, Lieven Desmet, Wouter Joosen

Proceedings of the 7th IEEE European Symposium on Security and Privacy, 2022

2020

Resource Usage and Performance Trade-offs for Machine Learning Models in Smart Environments.

Davy Preuveneers, Ilias Tsingenopoulos, Wouter Joosen

Sensors, 2020

2019

AutoAttacker: A reinforcement learning approach for black-box adversarial attacks.

Ilias Tsingenopoulos, Davy Preuveneers, Wouter Joosen

Proceedings of the 2019 IEEE European Symposium on Security and Privacy Workshops, 2019