Author

K. Adi

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Conference Open access 2026

Preserving Membership Privacy via Risk Score Guided Knowledge Distillation

: The increasing deployment of deep learning models has raised important concerns regarding data privacy. In particular, Membership Inference Attacks (MIAs) aim to determine whether a specific data sample was used to train a model, potentially exposing sensitive information. To address this issue, we propose Risk Score...

R. Kassa, Kamel Adi, Abdelkamel Tari · Proceedings of the 23rd Inte... · 0 citations

Conference Open access 2026

Enhanced Cyber Threat Severity Prediction Leveraging CVSS and BERT-Based Language Models

: Accurate cyber threat severity prediction is essential for proactive risk management and efficient resource allocation. Traditional approaches mainly rely on the Common Vulnerability Scoring System (CVSS), which inadequately handles threats exploiting multiple vulnerabilities simultaneously. In this paper, we propose...

M. Bekhouche, K. Adi · Proceedings of the 23rd Inte... · 0 citations