conftrace_

privacy-preserving learning

117 papers

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Co-occurring keywords

differential privacy (1016) federated learning (1333) privacy preservation (380) knowledge distillation (3725) large language model (13587) stochastic gradient descent (1091) local differential privacy (73) distributed learning (563) collaborative learning (148) regret bound (1926)

Papers

FedPKDA: Personalized Federated Learning with Privacy-Preserving Knowledge Dynamic Alignment AAAI 2026
Continual Pretraining on Encrypted Synthetic Data for Privacy-Preserving LLMs EACL 2026
GenVOG-DiT: A Transformer-Based Diffusion Model for Pose-Driven, Patient-Agnostic Nystagmus VOG Video Generation MIDL 2026
FedSkeleton: Secure Multi-Party Graph Skeleton Construction for Privacy-Preserving Federated Time-Series Forecasting AAAI 2026
Improving Private Random Forest Prediction Using Matrix Representation AAAI 2025
Federated Graph Condensation with Information Bottleneck Principles AAAI 2025
FedVLA: Federated Vision-Language-Action Learning with Dual Gating Mixture-of-Experts for Robotic Manipulation ICCV 2025
Split Adaptation for Pre-trained Vision Transformers CVPR 2025
Scalable Federated One-Step Multi-View Clustering with Tensorized Regularization AAAI 2025
Data-Centric AI for Chest X-Ray Analysis in Resource-Constrained Settings IJCAI 2025
Differential Privacy Mechanisms in Neural Tangent Kernel Regression WACV 2025
pFedRAG: A Personalized Federated Retrieval-Augmented Generation System with Depth-Adaptive Tiered Embedding Tuning EMNLP 2025
BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities AAAI 2025
ESC: Erasing Space Concept for Knowledge Deletion CVPR 2025
Adaptive Distributed Kernel Ridge Regression: A Feasible Distributed Learning Scheme for Data Silos JMLR 2025
Human-Imperceptible, Machine-Recognizable Images IJCAI 2025
MALTO at SemEval-2025 Task 4: Dual Teachers for Unlearning Sensitive Content in LLMs ACL 2025
Breaking Data Silos in Parkinson’s Disease Diagnosis: An Adaptive Federated Learning Approach for Privacy-Preserving Facial Expression Analysis AAAI 2025
FedSum: Data-Efficient Federated Learning Under Data Scarcity Scenario for Text Summarization AAAI 2025
Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs Without Real Data Replay AAAI 2025
Data-Free Black-Box Federated Learning via Zeroth-Order Gradient Estimation AAAI 2025
Label-Free Backdoor Attacks in Vertical Federated Learning AAAI 2025
Privacy-Preserving V2X Collaborative Perception Integrating Unknown Collaborators AAAI 2025
DPGA-TextSyn: Differentially Private Genetic Algorithm for Synthetic Text Generation ACL 2025
Membership and Memorization in LLM Knowledge Distillation EMNLP 2025