conftrace_

malicious client detection

3 papers

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Co-occurring keywords · papers mentioning both

federated learning (3) trust scoring (1) backdoor injection (1) client embedding (1) byzantine-resistant aggregation (1) lora update (1) probe-based defense (1) large language model (1) byzantine resilience (1) model poisoning (1)

Papers

Safe-FedLLM: Delving into the Safety of Federated Large Language Models ACL 2026 Enhancing Byzantine-Resistant Aggregations with Client Embedding EMNLP 2024 RECESS Vaccine for Federated Learning: Proactive Defense Against Model Poisoning Attacks NeurIPS 2023