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Privacy Preserving

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Showing 51–100 of 2975 papers

TitleStatusHype
FedCIA: Federated Collaborative Information Aggregation for Privacy-Preserving RecommendationCode1
ID-Booth: Identity-consistent Face Generation with Diffusion ModelsCode1
Multi-Head Adaptive Graph Convolution Network for Sparse Point Cloud-Based Human Activity RecognitionCode1
Anomaly-Flow: A Multi-domain Federated Generative Adversarial Network for Distributed Denial-of-Service DetectionCode1
Exploring the Vulnerabilities of Federated Learning: A Deep Dive into Gradient Inversion AttacksCode1
COMODO: Cross-Modal Video-to-IMU Distillation for Efficient Egocentric Human Activity RecognitionCode1
Open-Set Gait Recognition from Sparse mmWave Radar Point CloudsCode1
Federated nnU-Net for Privacy-Preserving Medical Image SegmentationCode1
CipherPrune: Efficient and Scalable Private Transformer InferenceCode1
Mitigating Unintended Memorization with LoRA in Federated Learning for LLMsCode1
Generative Autoregressive Transformers for Model-Agnostic Federated MRI ReconstructionCode1
PM-MOE: Mixture of Experts on Private Model Parameters for Personalized Federated LearningCode1
BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain ActivitiesCode1
UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital CollaborationCode1
Technical Report for the Forgotten-by-Design Project: Targeted Obfuscation for Machine LearningCode1
Exploring Pose-Based Anomaly Detection for Retail Security: A Real-World Shoplifting Dataset and BenchmarkCode1
A New Federated Learning Framework Against Gradient Inversion AttacksCode1
Privacy-Preserving Verifiable Neural Network Inference ServiceCode1
Privacy-Preserving Graph-Based Machine Learning with Fully Homomorphic Encryption for Collaborative Anti-Money LaunderingCode1
Encryption-Friendly LLM ArchitectureCode1
Federated Learning with Label-Masking DistillationCode1
Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving MLCode1
Fed-MUnet: Multi-modal Federated Unet for Brain Tumor SegmentationCode1
MMASD+: A Novel Dataset for Privacy-Preserving Behavior Analysis of Children with Autism Spectrum DisorderCode1
DCT-CryptoNets: Scaling Private Inference in the Frequency DomainCode1
PHEVA: A Privacy-preserving Human-centric Video Anomaly Detection DatasetCode1
Tackling Data Heterogeneity in Federated Learning via Loss DecompositionCode1
PateGail: A Privacy-Preserving Mobility Trajectory Generator with Imitation LearningCode1
Attack-Aware Noise Calibration for Differential PrivacyCode1
LenslessFace: An End-to-End Optimized Lensless System for Privacy-Preserving Face VerificationCode1
EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data SharingCode1
Fair Federated Learning under Domain Skew with Local Consistency and Domain DiversityCode1
Vertical Federated Learning for Effectiveness, Security, Applicability: A SurveyCode1
Recurrent Early Exits for Federated Learning with Heterogeneous ClientsCode1
Federated Adaptation for Foundation Model-based RecommendationsCode1
MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical ReasoningCode1
SynthEval: A Framework for Detailed Utility and Privacy Evaluation of Tabular Synthetic DataCode1
Towards Multi-modal Transformers in Federated LearningCode1
Collaborative Learning of Anomalies with Privacy (CLAP) for Unsupervised Video Anomaly Detection: A New BaselineCode1
A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and CountermeasuresCode1
HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic EncryptionCode1
Pencil: Private and Extensible Collaborative Learning without the Non-Colluding AssumptionCode1
SoK: Can Trajectory Generation Combine Privacy and Utility?Code1
Privacy-Preserving Diffusion Model Using Homomorphic EncryptionCode1
Federated Recommendation via Hybrid Retrieval Augmented GenerationCode1
FedHCDR: Federated Cross-Domain Recommendation with Hypergraph Signal DecouplingCode1
Privacy-Preserving Collaborative Split Learning Framework for Smart Grid Load ForecastingCode1
Systematic Assessment of Tabular Data Synthesis AlgorithmsCode1
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
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