Bibin Babu

SEP 4, 2026 · PREPRINT

Federated Attack Campaign Detection via Contrastive Encoding of Threat Indicators in Gradient Updates

arXiv

This is a methods paper presenting a novel federated learning framework for cyberattack detection, evaluated on public benchmarks without clinical outcomes, real-world deployment data, or comparison to established detection systems.