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Privacy Preserving

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Showing 51–75 of 2975 papers

TitleStatusHype
SecONNds: Secure Outsourced Neural Network Inference on ImageNetCode0
Intelligent Travel Activity Monitoring: Generalized Distributed Acoustic Sensing Approaches—0
Private Aggregation for Byzantine-Resilient Heterogeneous Federated Learning—0
FedVLMBench: Benchmarking Federated Fine-Tuning of Vision-Language Models—0
Devil's Hand: Data Poisoning Attacks to Locally Private Graph Learning Protocols—0
A Privacy-Preserving Federated Learning Framework for Generalizable CBCT to Synthetic CT Translation in Head and Neck—0
Are Trees Really Green? A Detection Approach of IoT Malware Attacks—0
Realistic Urban Traffic Generator using Decentralized Federated Learning for the SUMO simulatorCode0
TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based SystemsCode0
Breaking Data Silos: Towards Open and Scalable Mobility Foundation Models via Generative Continual Learning—0
QualitEye: Public and Privacy-preserving Gaze Data Quality Verification—0
Multi-Modal Multi-Task Federated Foundation Models for Next-Generation Extended Reality Systems: Towards Privacy-Preserving Distributed Intelligence in AR/VR/MR—0
Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models—0
PixCell: A generative foundation model for digital histopathology images—0
GCFL: A Gradient Correction-based Federated Learning Framework for Privacy-preserving CPSS—0
MedAgentGym: Training LLM Agents for Code-Based Medical Reasoning at Scale—0
Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets—0
Gradient Inversion Attacks on Parameter-Efficient Fine-TuningCode0
Learning to Diagnose Privately: DP-Powered LLMs for Radiology Report Classification—0
Towards Generalizable Drowsiness Monitoring with Physiological Sensors: A Preliminary Study—0
Sociodynamics-inspired Adaptive Coalition and Client Selection in Federated Learning—0
FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models—0
Privacy-Preserving Federated Convex Optimization: Balancing Partial-Participation and Efficiency via Noise Cancellation—0
Computation- and Communication-Efficient Online FL for Resource-Constrained Aerial Vehicles—0
Recursive Privacy-Preserving Estimation Over Markov Fading Channels—0
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