Fatima Ezzeddine

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 11

Top Topics

Artificial Intelligence

Differential Privacy

Natural Actor Critic

Top Venues

Publications

Fatima Ezzeddine, Omran Ayoub, Silvia Giordano
Knowledge Distillation-Based Model Extraction Attack using Private Counterfactual Explanations. CoRR (2024)
Fatima Ezzeddine, Mirna Saad, Omran Ayoub, Davide Andreoletti, Martin Gjoreski, Ihab Sbeity, Marc Langheinrich, Silvia Giordano
Differential Privacy for Anomaly Detection: Analyzing the Trade-off Between Privacy and Explainability. CoRR (2024)
Fatima Ezzeddine
Privacy Implications of Explainable AI in Data-Driven Systems. CoRR (2024)
Fatima Ezzeddine, Omran Ayoub, Silvia Giordano, Gianluca Nogara, Ihab Sbeity, Emilio Ferrara, Luca Luceri
Exposing influence campaigns in the age of LLMs: a behavioral-based AI approach to detecting state-sponsored trolls. EPJ Data Sci. 12 (1) (2023)
Fatima Ezzeddine, Omran Ayoub, Davide Andreoletti, Silvia Giordano
SAC-FACT: Soft Actor-Critic Reinforcement Learning for Counterfactual Explanations. xAI (1) (2023)
Fatima Ezzeddine, Omran Ayoub, Davide Andreoletti, Massimo Tornatore, Silvia Giordano
Vertical Split Learning-Based Identification and Explainable Deep Learning-Based Localization of Failures in Multi-Domain NFV Systems. NFV-SDN (2023)
Davide Andreoletti, Cristina Rottondi, Fatima Ezzeddine, Omran Ayoub, Silvia Giordano
ML-based Network Pruning for Routing Data Overhead Reduction in Wireless Sensor Networks. WONS (2023)
Fatima Ezzeddine, Luca Luceri, Omran Ayoub, Ihab Sbeity, Gianluca Nogara, Emilio Ferrara, Silvia Giordano
How "troll" are you? Measuring and detecting troll behavior in online social networks. CoRR (2022)
Hamid Mcheick, Fatima Ezzeddine, Fatima Lakkis, Batoul Msheik, Mariam Ezzeddine
Tantrum-Track: Context and Ontological Representation Model for Recommendation and Tracking Services for People with Autism. IntelliSys (3) (2022)
Omran Ayoub, Francesco Musumeci, Fatima Ezzeddine, Claudio Passera, Massimo Tornatore
On Using Explainable Artificial Intelligence for Failure Identification in Microwave Networks. ICIN (2022)
Omran Ayoub, Nicola Di Cicco, Fatima Ezzeddine, Federica Bruschetta, Roberto Rubino, Massimo Nardecchia, Michele Milano, Francesco Musumeci, Claudio Passera, Massimo Tornatore
Explainable Artificial Intelligence in communication networks: A use case for failure identification in microwave networks. Comput. Networks 219 (2022)