AntTech
Aug 15, 2023 · Information Security
VILLAIN: Backdoor Attacks Against Vertical Split Learning Presented at USENIX Security 2023
The paper "VILLAIN: Backdoor Attacks Against Vertical Split Learning" introduced at USENIX Security 2023 proposes a novel framework that enables label‑free attackers to infer data labels and inject backdoors into vertically partitioned federated learning models, highlighting new security challenges and defense considerations for collaborative AI systems.
Federated LearningUSENIX Securitybackdoor attack
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