Fatima Ezzeddine
Fatima Ezzeddine
PhD student in Informatics USI/SUPSI, Universitą della Svizzera Italiana
Verified email at - Homepage
Cited by
Cited by
Exposing influence campaigns in the age of LLMs: a behavioral-based AI approach to detecting state-sponsored trolls
F Ezzeddine, O Ayoub, S Giordano, G Nogara, I Sbeity, E Ferrara, ...
EPJ Data Science 12 (1), 1-21, 2023
On using explainable artificial intelligence for failure identification in microwave networks
O Ayoub, F Musumeci, F Ezzeddine, C Passera, M Tornatore
2022 25th Conference on Innovation in Clouds, Internet and Networks (ICIN …, 2022
Explainable Artificial Intelligence in communication networks: A use case for failure identification in microwave networks
O Ayoub, N Di Cicco, F Ezzeddine, F Bruschetta, R Rubino, M Nardecchia, ...
Computer Networks 219, 109466, 2022
SAC-FACT: Soft Actor-Critic Reinforcement Learning for Counterfactual Explanations
F Ezzeddine, O Ayoub, D Andreoletti, S Giordano
World Conference on Explainable Artificial Intelligence, 195-216, 2023
Vertical Split Learning-Based Identification and Explainable Deep Learning-Based Localization of Failures in Multi-Domain NFV Systems
F Ezzeddine, O Ayoub, D Andreoletti, M Tornatore, S Giordano
2023 IEEE Conference on Network Function Virtualization and Software Defined …, 2023
Privacy Implications of Explainable AI in Data-Driven Systems
F Ezzeddine
arXiv preprint arXiv:2406.15789, 2024
Differential Privacy for Anomaly Detection: Analyzing the Trade-off Between Privacy and Explainability
F Ezzeddine, M Saad, O Ayoub, D Andreoletti, M Gjoreski, I Sbeity, ...
arXiv preprint arXiv:2404.06144, 2024
Knowledge Distillation-Based Model Extraction Attack using Private Counterfactual Explanations
F Ezzeddine, O Ayoub, S Giordano
arXiv preprint arXiv:2404.03348, 2024
ML-based Network Pruning for Routing Data Overhead Reduction in Wireless Sensor Networks
D Andreoletti, C Rottondi, F Ezzeddine, O Ayoub, S Giordano
2023 18th Wireless On-Demand Network Systems and Services Conference (WONS …, 2023
Tantrum-Track: Context and Ontological Representation Model for Recommendation and Tracking Services for People with Autism
H Mcheick, F Ezzeddine, F Lakkis, B Msheik, M Ezzeddine
Proceedings of SAI Intelligent Systems Conference, 620-635, 2022
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