Salijona Dyrmishi

According to our database, Salijona Dyrmishi authored at least 7 papers between 2019 and 2024.

Collaborative distances:

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

2024

Deep generative models as an adversarial attack strategy for tabular machine learning.

Salijona Dyrmishi, Mihaela Catalina Stoian, Eleonora Giunchiglia, Maxime Cordy

CoRR, 2024

How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data.

Mihaela C. Stoian, Salijona Dyrmishi, Maxime Cordy, Thomas Lukasiewicz, Eleonora Giunchiglia

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

On The Empirical Effectiveness of Unrealistic Adversarial Hardening Against Realistic Adversarial Attacks.

Salijona Dyrmishi, Salah Ghamizi, Thibault Simonetto, Yves Le Traon, Maxime Cordy

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks.

Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space.

Thibault Simonetto, Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy, Yves Le Traon

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Mobile Positioning and Trajectory Reconstruction Based on Mobile Phone Network Data: A Tentative Using Particle Filter.

Salijona Dyrmishi, Amnir Hadachi

Proceedings of the 7th International Conference on Models and Technologies for Intelligent Transportation Systems, 2021

2019

A Decision Support Framework for AutoML Systems: A Meta-Learning Approach.

Salijona Dyrmishi, Radwa El Shawi, Sherif Sakr

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019