Ilias Tsingenopoulos

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Learning Models

Reinforcement Learning

Top Venues

Publications

Jacopo Cortellazzi, Ilias Tsingenopoulos, Branislav Bosanský, Simone Aonzo, Davy Preuveneers, Wouter Joosen, Fabio Pierazzi, Lorenzo Cavallaro
How to Train your Antivirus: RL-based Hardening through the Problem-Space. CoRR (2024)
Ilias Tsingenopoulos, Vera Rimmer, Davy Preuveneers, Fabio Pierazzi, Lorenzo Cavallaro, Wouter Joosen
Adversarial Markov Games: On Adaptive Decision-Based Attacks and Defenses. CoRR (2023)
Ilias Tsingenopoulos, Ali Mohammad Shafiei, Lieven Desmet, Davy Preuveneers, Wouter Joosen
Adaptive Malware Control: Decision-Based Attacks in the Problem Space of Dynamic Analysis. WoRMA@AsiaCCS (2022)
Ali Shafiei, Vera Rimmer, Ilias Tsingenopoulos, Lieven Desmet, Wouter Joosen
Position Paper: On Advancing Adversarial Malware Generation Using Dynamic Features. WoRMA@AsiaCCS (2022)
Ilias Tsingenopoulos, Davy Preuveneers, Lieven Desmet, Wouter Joosen
Captcha me if you can: Imitation Games with Reinforcement Learning. EuroS&P (2022)
Davy Preuveneers, Ilias Tsingenopoulos, Wouter Joosen
Resource Usage and Performance Trade-offs for Machine Learning Models in Smart Environments. Sensors 20 (4) (2020)
Ilias Tsingenopoulos, Davy Preuveneers, Wouter Joosen
AutoAttacker: A reinforcement learning approach for black-box adversarial attacks. EuroS&P Workshops (2019)