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ORCIDFatima Ezzeddine
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2020 – today
- 2024
[c7]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. xAI (3) 2024: 294-318- [c6]Fatima Ezzeddine:
Privacy Implications of Explainable AI in Data-Driven Systems. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2024: 361-368 - [i4]Fatima Ezzeddine, Omran Ayoub, Silvia Giordano:
Knowledge Distillation-Based Model Extraction Attack using Private Counterfactual Explanations. CoRR abs/2404.03348 (2024) - [i3]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 abs/2404.06144 (2024) - [i2]Fatima Ezzeddine:
Privacy Implications of Explainable AI in Data-Driven Systems. CoRR abs/2406.15789 (2024) - 2023
- [j2]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): 46 (2023) - [c5]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: 46-52 - [c4]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: 122-125 - [c3]Fatima Ezzeddine, Omran Ayoub, Davide Andreoletti, Silvia Giordano:
SAC-FACT: Soft Actor-Critic Reinforcement Learning for Counterfactual Explanations. xAI (1) 2023: 195-216 - 2022
- [j1]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: 109466 (2022) - [c2]Omran Ayoub, Francesco Musumeci, Fatima Ezzeddine, Claudio Passera, Massimo Tornatore:
On Using Explainable Artificial Intelligence for Failure Identification in Microwave Networks. ICIN 2022: 48-55 - [c1]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: 620-635 - [i1]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 abs/2210.08786 (2022)
Coauthor Index
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