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Privacy Preserving

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Showing 101–150 of 2975 papers

TitleStatusHype
Privacy-Preserving Peer-to-Peer Energy Trading via Hybrid Secure Computations—0
Synergising Hierarchical Data Centers and Power Networks: A Privacy-Preserving Approach—0
Model Agnostic Differentially Private Causal Inference—0
Ontology- and LLM-based Data Harmonization for Federated Learning in Healthcare—0
Evaluating Query Efficiency and Accuracy of Transfer Learning-based Model Extraction Attack in Federated Learning—0
Cellular Traffic Prediction via Byzantine-robust Asynchronous Federated LearningCode0
Federated Learning: From Theory to Practice—0
FedSKC: Federated Learning with Non-IID Data via Structural Knowledge CollaborationCode0
A Novel Zero-Trust Identity Framework for Agentic AI: Decentralized Authentication and Fine-Grained Access Control—0
Federated Retrieval-Augmented Generation: A Systematic Mapping Study—0
Synthesizing and Adapting Error Correction Data for Mobile Large Language Model Applications—0
Large language model as user daily behavior data generator: balancing population diversity and individual personality—0
An Attack to Break Permutation-Based Private Third-Party Inference Schemes for LLMs—0
Secure and Private Federated Learning: Achieving Adversarial Resilience through Robust Aggregation—0
AIDRIN 2.0: A Framework to Assess Data Readiness for AI—0
Joint Relational Database Generation via Graph-Conditional Diffusion Models—0
LAGO: Few-shot Crosslingual Embedding Inversion Attacks via Language Similarity-Aware Graph Optimization—0
Privacy-Preserving Conformal Prediction Under Local Differential PrivacyCode0
Pura: An Efficient Privacy-Preserving Solution for Face Recognition—0
Privacy Preserving Conversion Modeling in Data Clean Room—0
Can Large Language Models Really Recognize Your Name?Code0
Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation—0
Exploring Federated Pruning for Large Language ModelsCode0
FedCTTA: A Collaborative Approach to Continual Test-Time Adaptation in Federated Learning—0
SMOTExT: SMOTE meets Large Language ModelsCode0
Universal Semantic Disentangled Privacy-preserving Speech Representation Learning—0
RIFLES: Resource-effIcient Federated LEarning via Scheduling—0
Outsourced Privacy-Preserving Feature Selection Based on Fully Homomorphic Encryption—0
Learnware of Language Models: Specialized Small Language Models Can Do BigCode2
A Comprehensive Review of Techniques, Algorithms, Advancements, Challenges, and Clinical Applications of Multi-modal Medical Image Fusion for Improved Diagnosis—0
PANORAMA: A synthetic PII-laced dataset for studying sensitive data memorization in LLMsCode0
PoLO: Proof-of-Learning and Proof-of-Ownership at Once with Chained Watermarking—0
On Membership Inference Attacks in Knowledge DistillationCode0
Quantum-Evolutionary Neural Networks for Multi-Agent Federated Learning—0
Random Client Selection on Contrastive Federated Learning for Tabular Data—0
Optimal Allocation of Privacy Budget on Hierarchical Data Release—0
Multi-Modal Multi-Task (M3T) Federated Foundation Models for Embodied AI: Potentials and Challenges for Edge Integration—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
Improved Algorithms for Differentially Private Language Model Alignment—0
Attention-based Generative Latent Replay: A Continual Learning Approach for WSI Analysis—0
Privacy-Preserving Analytics for Smart Meter (AMI) Data: A Hybrid Approach to Comply with CPUC Privacy Regulations—0
Security of Internet of Agents: Attacks and Countermeasures—0
Securing Genomic Data Against Inference Attacks in Federated Learning Environments—0
Privacy Risks of Robot Vision: A User Study on Image Modalities and Resolution—0
OnPrem.LLM: A Privacy-Conscious Document Intelligence ToolkitCode4
Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies—0
Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence—0
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