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Damilola Seun Aaron

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Open access Aug 2026

Adversarial Training and Differential Privacy-Style Noise Injection for Privacy-Preserving Vertical Federated Learning

An improved defense mechanism that combines adversarial training and differential-privacy-style noise injection to collectively enhance the robustness of the existing KDk defense mechanism with marginal model utility trade-off is introduced.

N. Azeez, Oluwatobi Sunday Malomo, Omotolani Mary Okerinde et al. · 0 citations