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Privacy Preserving

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TitleStatusHype
Privacy-Preserving Language Model Inference with Instance Obfuscation—0
Differentially Private Distributed InferenceCode0
Differentially Private Training of Mixture of Experts Models—0
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated LearningCode3
Systematic Assessment of Tabular Data Synthesis AlgorithmsCode1
RQP-SGD: Differential Private Machine Learning through Noisy SGD and Randomized Quantization—0
Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic SurgeryCode0
On the Convergence of Zeroth-Order Federated Tuning for Large Language Models—0
Version age-based client scheduling policy for federated learning—0
FedAA: A Reinforcement Learning Perspective on Adaptive Aggregation for Fair and Robust Federated LearningCode1
EmojiPrompt: Generative Prompt Obfuscation for Privacy-Preserving Communication with Cloud-based LLMsCode1
Disparate Impact on Group Accuracy of Linearization for Private InferenceCode0
Estimation of conditional average treatment effects on distributed confidential data—0
On the Impact of Output Perturbation on Fairness in Binary Linear Classification—0
Contrasting Adversarial Perturbations: The Space of Harmless Perturbations—0
Federated Learning with New Knowledge: Fundamentals, Advances, and FuturesCode2
HW-SW Optimization of DNNs for Privacy-preserving People Counting on Low-resolution Infrared Arrays—0
Bi-CryptoNets: Leveraging Different-Level Privacy for Encrypted Inference—0
Privacy-Preserving Distributed Learning for Residential Short-Term Load ForecastingCode0
TransFR: Transferable Federated Recommendation with Pre-trained Language Models—0
BrainLeaks: On the Privacy-Preserving Properties of Neuromorphic Architectures against Model Inversion AttacksCode0
Privacy-preserving data release leveraging optimal transport and particle gradient descentCode0
Improved Scene Landmark Detection for Camera LocalizationCode2
De-identification is not always enough—0
Decentralised, Collaborative, and Privacy-preserving Machine Learning for Multi-Hospital DataCode0
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