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| An Attack to Break Permutation-Based Private Third-Party Inference Schemes for LLMs | May 23, 2025 | Privacy Preserving | —Unverified | 0 |
| A Unified Learn-to-Distort-Data Framework for Privacy-Utility Trade-off in Trustworthy Federated Learning | Jul 5, 2024 | Federated LearningNavigate | —Unverified | 0 |
| Differentially Private Federated Learning without Noise Addition: When is it Possible? | May 6, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Demystifying Swarm Learning: A New Paradigm of Blockchain-based Decentralized Federated Learning | Jan 14, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| An Attribute-Aligned Strategy for Learning Speech Representation | Jun 5, 2021 | AttributeEmotion Recognition | —Unverified | 0 |
| Differentially Private Graph Neural Network with Importance-Grained Noise Adaption | Aug 9, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 |
| AdRo-FL: Informed and Secure Client Selection for Federated Learning in the Presence of Adversarial Aggregator | Jun 21, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Delayed Projection Techniques for Linearly Constrained Problems: Convergence Rates, Acceleration, and Applications | Jan 5, 2021 | Distributed OptimizationPrivacy Preserving | —Unverified | 0 |
| A Unified Framework of Graph Information Bottleneck for Robustness and Membership Privacy | Jun 14, 2023 | Node ClassificationPrivacy Preserving | —Unverified | 0 |
