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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Emna Benmohamed

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Conference Jul 2026

Dual-side Control for Coordinated Attack Detection in Federated Learning

Federated Learning (FL) enables collaborative model training while preserving data privacy. However, it remains highly vulnerable to poisoning attacks, particularly coordinated label- flipping attacks. In this paper, we propose DualFed, a dual-side defense framework for detecting coordinated poisoning behaviors in FL....

Hanene Hamdani, Emna Benmohamed, Hela Ltifi · 0 citations

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