INTEL_REPORT
arXiv — Cryptography & Security (cs.CR) · published 6/25/2026, 4:00:00 AM · TLP amber
Summary
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Color Matters: Trigger Color Affects Success in Federated Backdoor Attacks arXiv:2606.25858v1 Announce Type: new Abstract: Federated learning is vulnerable to backdoor attacks in which malicious clients inject poisoned updates while preserving benign-task performance. In this paper, we study a semantics-driven backdoor mechanism in which attackers use natural visual accessories as triggers and manipulate only the trigger color while keeping the attack pipeline fixed. Our fra…
https://arxiv.org/abs/2606.25858
sha256:5c548ffdae2d64979dd52c8c94d490462c07b8318efb561fe4155f0afcdb6474
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