conftrace_

malicious client

7 papers

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Co-occurring keywords · papers mentioning both

federated learning (4) robust aggregation (2) adversarial robustness (2) local data (1) collaborative machine learning (1) noise level estimation (1) peer-to-peer learning (1) healthcare dataset (1) model poisoning attack (1) conformal calibration (1)

Papers

Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models ICLR 2025 Certifiably Byzantine-Robust Federated Conformal Prediction ICML 2024 FedREDefense: Defending against Model Poisoning Attacks for Federated Learning using Model Update Reconstruction Error ICML 2024 Noise-Aware Algorithm for Heterogeneous Differentially Private Federated Learning ICML 2024 Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective AAAI 2024 Robust and Actively Secure Serverless Collaborative Learning NeurIPS 2023 Provably Secure Federated Learning against Malicious Clients AAAI 2021