Salijona Dyrmishi

14 papers A* 3Misc 1Journal 6Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Insights on Adversarial Attacks for Tabular Machine Learning via a Systematic Literature Review. CoRR Salijona Dyrmishi, Mohamed Djilani, Thibault Simonetto, Salah Ghamizi, Maxime Cordy
2024	Misc	`conf`	Deep Generative Models as an Adversarial Attack Strategy for Tabular Machine Learning. ICMLC Salijona Dyrmishi, Mihaela Catalina Stoian, Eleonora Giunchiglia, Maxime Cordy
2024	J	`jnl`	Deep generative models as an adversarial attack strategy for tabular machine learning. CoRR Salijona Dyrmishi, Mihaela Catalina Stoian, Eleonora Giunchiglia, Maxime Cordy
2024	—	`—`	Enhancing Machine Learning Security: The Significance of Realistic Adversarial Examples. Salijona Dyrmishi
2024	A*	`conf`	How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data. ICLR Mihaela C. Stoian, Salijona Dyrmishi, Maxime Cordy, Thomas Lukasiewicz, Eleonora Giunchiglia
2024	J	`jnl`	How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data. CoRR Mihaela Catalina Stoian, Salijona Dyrmishi, Maxime Cordy, Thomas Lukasiewicz, Eleonora Giunchiglia
2023	—	`conf`	How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks. ACL (1) Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy
2023	J	`jnl`	How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks. CoRR Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy
2023	A*	`conf`	On The Empirical Effectiveness of Unrealistic Adversarial Hardening Against Realistic Adversarial Attacks. SP Salijona Dyrmishi, Salah Ghamizi, Thibault Simonetto, Yves Le Traon, Maxime Cordy
2022	A*	`conf`	A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space. IJCAI Thibault Simonetto, Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy, Yves Le Traon
2022	J	`jnl`	On The Empirical Effectiveness of Unrealistic Adversarial Hardening Against Realistic Adversarial Attacks. CoRR Salijona Dyrmishi, Salah Ghamizi, Thibault Simonetto, Yves Le Traon, Maxime Cordy
2021	J	`jnl`	A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space. CoRR Thibault Simonetto, Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy, Yves Le Traon
2021	—	`conf`	Mobile Positioning and Trajectory Reconstruction Based on Mobile Phone Network Data: A Tentative Using Particle Filter. MT-ITS Salijona Dyrmishi, Amnir Hadachi
2019	—	`conf`	A Decision Support Framework for AutoML Systems: A Meta-Learning Approach. ICDM Workshops Salijona Dyrmishi, Radwa El Shawi, Sherif Sakr