Fatima Ezzeddine

20 papers B 1Misc 1Journal 10Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Explanations Leak: Membership Inference with Differential Privacy and Active Learning Defense.
CoRR
Fatima Ezzeddine, Osama Zammar, Silvia Giordano, Omran Ayoub
2026 J jnl
Fair Recourse for All: Ensuring Individual and Group Fairness in Counterfactual Explanations.
CoRR
Fatima Ezzeddine, Obaida Ammar, Silvia Giordano, Omran Ayoub
2025 — conf
Fair-FLIP: Fair Deepfake Detection with Fairness-Oriented Final Layer Input Prioritising.
SDS
Tomasz Szandala, Fatima Ezzeddine, Natalia Rusin, Silvia Giordano, Omran Ayoub
2025 J jnl
Fair-FLIP: Fair Deepfake Detection with Fairness-Oriented Final Layer Input Prioritising.
CoRR
Tomasz Szandala, Fatima Ezzeddine, Natalia Rusin, Silvia Giordano, Omran Ayoub
2025 — conf
On the Interplay of Explainability, Privacy and Predictive Performance with Explanation-assisted Model Extraction.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Fatima Ezzeddine, Rinad Akel, Ihab Sbeity, Silvia Giordano, Marc Langheinrich, Omran Ayoub
2025 J jnl
On the interplay of Explainability, Privacy and Predictive Performance with Explanation-assisted Model Extraction.
CoRR
Fatima Ezzeddine, Rinad Akel, Ihab Sbeity, Silvia Giordano, Marc Langheinrich, Omran Ayoub
2025 B conf
Towards Better-Calibrated ML Models for Reliable Network Intrusion Detection via Calibration-Aware SHAP-Based Feature Selection.
WiMob
Hussein Fawaz, Fatima Ezzeddine, Silvia Giordano, Omran Ayoub
2024 — conf
Differential Privacy for Anomaly Detection: Analyzing the Trade-Off Between Privacy and Explainability.
xAI (3)
Fatima Ezzeddine, Mirna Saad, Omran Ayoub, Davide Andreoletti, Martin Gjoreski, Ihab Sbeity, Marc Langheinrich, Silvia Giordano
2024 J jnl
Differential Privacy for Anomaly Detection: Analyzing the Trade-off Between Privacy and Explainability.
CoRR
Fatima Ezzeddine, Mirna Saad, Omran Ayoub, Davide Andreoletti, Martin Gjoreski, Ihab Sbeity, Marc Langheinrich, Silvia Giordano
2024 J jnl
Knowledge Distillation-Based Model Extraction Attack using Private Counterfactual Explanations.
CoRR
Fatima Ezzeddine, Omran Ayoub, Silvia Giordano
2024 — conf
Privacy Implications of Explainable AI in Data-Driven Systems.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Fatima Ezzeddine
2024 J jnl
Privacy Implications of Explainable AI in Data-Driven Systems.
CoRR
Fatima Ezzeddine
2023 J jnl
Exposing influence campaigns in the age of LLMs: a behavioral-based AI approach to detecting state-sponsored trolls.
EPJ Data Sci.
Fatima Ezzeddine, Omran Ayoub, Silvia Giordano, Gianluca Nogara, Ihab Sbeity, Emilio Ferrara, Luca Luceri
2023 — conf
ML-based Network Pruning for Routing Data Overhead Reduction in Wireless Sensor Networks.
WONS
Davide Andreoletti, Cristina Rottondi, Fatima Ezzeddine, Omran Ayoub, Silvia Giordano
2023 — conf
SAC-FACT: Soft Actor-Critic Reinforcement Learning for Counterfactual Explanations.
xAI (1)
Fatima Ezzeddine, Omran Ayoub, Davide Andreoletti, Silvia Giordano
2023 — conf
Vertical Split Learning-Based Identification and Explainable Deep Learning-Based Localization of Failures in Multi-Domain NFV Systems.
NFV-SDN
Fatima Ezzeddine, Omran Ayoub, Davide Andreoletti, Massimo Tornatore, Silvia Giordano
2022 J jnl
Explainable Artificial Intelligence in communication networks: A use case for failure identification in microwave networks.
Comput. Networks
Omran Ayoub, Nicola Di Cicco, Fatima Ezzeddine, Federica Bruschetta, Roberto Rubino, Massimo Nardecchia, Michele Milano, Francesco Musumeci, Claudio Passera, Massimo Tornatore
2022 J jnl
How "troll" are you? Measuring and detecting troll behavior in online social networks.
CoRR
Fatima Ezzeddine, Luca Luceri, Omran Ayoub, Ihab Sbeity, Gianluca Nogara, Emilio Ferrara, Silvia Giordano
2022 Misc conf
On Using Explainable Artificial Intelligence for Failure Identification in Microwave Networks.
ICIN
Omran Ayoub, Francesco Musumeci, Fatima Ezzeddine, Claudio Passera, Massimo Tornatore
2022 — conf
Tantrum-Track: Context and Ontological Representation Model for Recommendation and Tracking Services for People with Autism.
IntelliSys (3)
Hamid Mcheick, Fatima Ezzeddine, Fatima Lakkis, Batoul Msheik, Mariam Ezzeddine