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Privacy Preserving

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Showing 401–450 of 2975 papers

TitleStatusHype
Can Large Language Models Really Recognize Your Name?Code0
Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation—0
Privacy Preserving Conversion Modeling in Data Clean Room—0
Outsourced Privacy-Preserving Feature Selection Based on Fully Homomorphic Encryption—0
RIFLES: Resource-effIcient Federated LEarning via Scheduling—0
Exploring Federated Pruning for Large Language ModelsCode0
Universal Semantic Disentangled Privacy-preserving Speech Representation Learning—0
FedCTTA: A Collaborative Approach to Continual Test-Time Adaptation in Federated Learning—0
SMOTExT: SMOTE meets Large Language ModelsCode0
PoLO: Proof-of-Learning and Proof-of-Ownership at Once with Chained Watermarking—0
PANORAMA: A synthetic PII-laced dataset for studying sensitive data memorization in LLMsCode0
A Comprehensive Review of Techniques, Algorithms, Advancements, Challenges, and Clinical Applications of Multi-modal Medical Image Fusion for Improved Diagnosis—0
On Membership Inference Attacks in Knowledge DistillationCode0
Random Client Selection on Contrastive Federated Learning for Tabular Data—0
Multi-Modal Multi-Task (M3T) Federated Foundation Models for Embodied AI: Potentials and Challenges for Edge Integration—0
Optimal Allocation of Privacy Budget on Hierarchical Data Release—0
Quantum-Evolutionary Neural Networks for Multi-Agent Federated Learning—0
FedGRec: Dynamic Spatio-Temporal Federated Graph Learning for Secure and Efficient Cross-Border Recommendations—0
Chisme: Fully Decentralized Differentiated Deep Learning for Edge Intelligence—0
Toward Fair Federated Learning under Demographic Disparities and Data ImbalanceCode0
The Larger the Merrier? Efficient Large AI Model Inference in Wireless Edge Networks—0
Privacy-Preserving Analytics for Smart Meter (AMI) Data: A Hybrid Approach to Comply with CPUC Privacy Regulations—0
Improved Algorithms for Differentially Private Language Model Alignment—0
Attention-based Generative Latent Replay: A Continual Learning Approach for WSI Analysis—0
Securing Genomic Data Against Inference Attacks in Federated Learning Environments—0
Security of Internet of Agents: Attacks and Countermeasures—0
Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies—0
Privacy Risks of Robot Vision: A User Study on Image Modalities and Resolution—0
Source Anonymity for Private Random Walk Decentralized Learning—0
Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence—0
RiM: Record, Improve and Maintain Physical Well-being using Federated LearningCode0
On the Price of Differential Privacy for Spectral Clustering over Stochastic Block Models—0
Interaction-Aware Parameter Privacy-Preserving Data Sharing in Coupled Systems via Particle Filter Reinforcement Learning—0
LSRP: A Leader-Subordinate Retrieval Framework for Privacy-Preserving Cloud-Device CollaborationCode0
Privacy-Preserving Transformers: SwiftKey's Differential Privacy Implementation—0
From Sleep Staging to Spindle Detection: Evaluating End-to-End Automated Sleep AnalysisCode0
OcularAge: A Comparative Study of Iris and Periocular Images for Pediatric Age Estimation—0
FedTDP: A Privacy-Preserving and Unified Framework for Trajectory Data Preparation via Federated Learning—0
Onboard Optimization and Learning: A Survey—0
Differentially Private Densest-k-Subgraph—0
Privacy Risks and Preservation Methods in Explainable Artificial Intelligence: A Scoping Review—0
Enhanced Outsourced and Secure Inference for Tall Sparse Decision TreesCode0
Federated Causal Inference in Healthcare: Methods, Challenges, and Applications—0
Mitigating Group-Level Fairness Disparities in Federated Visual Language Models—0
Privacy Preserving Machine Learning Model Personalization through Federated Personalized Learning—0
Federated Adapter on Foundation Models: An Out-Of-Distribution Approach—0
Preserving Privacy and Utility in LLM-Based Product Recommendations—0
Open-Source LLM-Driven Federated Transformer for Predictive IoV Management—0
FedEMA: Federated Exponential Moving Averaging with Negative Entropy Regularizer in Autonomous Driving—0
Democratizing Differential Privacy: A Participatory AI Framework for Public Decision-Making—0
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