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Privacy Preserving

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Showing 576–600 of 2975 papers

TitleStatusHype
On the Privacy-Preserving Properties of Spiking Neural Networks with Unique Surrogate Gradients and Quantization Levels—0
H-FLTN: A Privacy-Preserving Hierarchical Framework for Electric Vehicle Spatio-Temporal Charge Prediction—0
A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning—0
Differential privacy guarantees of Markov chain Monte Carlo algorithms—0
GOD model: Privacy Preserved AI School for Personal AssistantCode0
Exploring Incremental Unlearning: Techniques, Challenges, and Future Directions—0
Design and Implementation of a Scalable Clinical Data Warehouse for Resource-Constrained Healthcare Systems—0
RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis—0
FedORGP: Guiding Heterogeneous Federated Learning with Orthogonality Regularization on Global Prototypes—0
PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation—0
Federated Fine-Tuning of Large Language Models: Kahneman-Tversky vs. Direct Preference Optimization—0
ReVision: A Dataset and Baseline VLM for Privacy-Preserving Task-Oriented Visual Instruction Rewriting—0
Secure Federated Data Distillation—0
PRIV-QA: Privacy-Preserving Question Answering for Cloud Large Language ModelsCode0
RAPID: Retrieval Augmented Training of Differentially Private Diffusion ModelsCode0
Ten Challenging Problems in Federated Foundation Models—0
Federated Learning-Driven Cybersecurity Framework for IoT Networks with Privacy-Preserving and Real-Time Threat Detection Capabilities—0
Use of Air Quality Sensor Network Data for Real-time Pollution-Aware POI SuggestionCode0
RLSA-PFL: Robust Lightweight Secure Aggregation with Model Inconsistency Detection in Privacy-Preserving Federated Learning—0
Linear-Time User-Level DP-SCO via Robust Statistics—0
Vertical Federated Continual Learning via Evolving Prototype Knowledge—0
A Survey on LLM-based News Recommender Systems—0
Fine-Tuning Foundation Models with Federated Learning for Privacy Preserving Medical Time Series Forecasting—0
Privacy-Preserving Hybrid Ensemble Model for Network Anomaly Detection: Balancing Security and Data Protection—0
Vertical Federated Learning in Practice: The Good, the Bad, and the Ugly—0
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