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Privacy Preserving

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Showing 501–550 of 2975 papers

TitleStatusHype
Joint Resource Optimization, Computation Offloading and Resource Slicing for Multi-Edge Traffic-Cognitive Networks—0
Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative EditingCode2
A Differentially Private Quantum Neural Network for Probabilistic Optimal Power Flow—0
Privacy-Preserving Federated Foundation Model for Generalist Ultrasound Artificial Intelligence—0
Tackling Data Heterogeneity in Federated Time Series Forecasting—0
FedQP: Towards Accurate Federated Learning using Quadratic Programming Guided Mutation—0
Efficient and Private: Memorisation under differentially private parameter-efficient fine-tuning in language models—0
Federated Learning in Chemical Engineering: A Tutorial on a Framework for Privacy-Preserving Collaboration Across Distributed Data SourcesCode0
mmWave Radar for Sit-to-Stand Analysis: A Comparative Study with Wearables and Kinect—0
LoRA-FAIR: Federated LoRA Fine-Tuning with Aggregation and Initialization Refinement—0
Differentially Private Adaptation of Diffusion Models via Noisy Aggregated EmbeddingsCode0
Privacy-Preserving Video Anomaly Detection: A Survey—0
SynEHRgy: Synthesizing Mixed-Type Structured Electronic Health Records using Decoder-Only Transformers—0
Empirical Privacy Evaluations of Generative and Predictive Machine Learning Models -- A review and challenges for practice—0
Non-IID data in Federated Learning: A Survey with Taxonomy, Metrics, Methods, Frameworks and Future Directions—0
Hyper-parameter Optimization for Federated Learning with Step-wise Adaptive Mechanism—0
A Review on Machine Unlearning—0
Freezing of Gait Detection Using Gramian Angular Fields and Federated Learning from Wearable SensorsCode0
FLMarket: Enabling Privacy-preserved Pre-training Data Pricing for Federated Learning—0
Preempting Text Sanitization Utility in Resource-Constrained Privacy-Preserving LLM InteractionsCode0
Federated Domain Generalization via Prompt Learning and AggregationCode0
Locally Private Sampling with Public Data—0
Dual-Criterion Model Aggregation in Federated Learning: Balancing Data Quantity and Quality—0
Privacy-Preserving Verifiable Neural Network Inference ServiceCode1
Which PPML Would a User Choose? A Structured Decision Support Framework for Developers to Rank PPML Techniques Based on User Acceptance Criteria—0
Are Neuromorphic Architectures Inherently Privacy-preserving? An Exploratory Study—0
In-Context Learning for Preserving Patient Privacy: A Framework for Synthesizing Realistic Patient Portal MessagesCode0
PRISM: Privacy-preserving Inter-Site MRI Harmonization via Disentangled Representation LearningCode0
TinyML NLP Scheme for Semantic Wireless Sentiment Classification with Privacy PreservationCode0
A capacity renting framework for shared energy storage considering peer-to-peer energy trading of prosumers with privacy protection—0
Differential Privacy Under Class Imbalance: Methods and Empirical Insights—0
ViT Enhanced Privacy-Preserving Secure Medical Data Sharing and Classification—0
EPIC: Enhancing Privacy through Iterative Collaboration—0
DWFL: Enhancing Federated Learning through Dynamic Weighted Averaging—0
FedDP: Privacy-preserving method based on federated learning for histopathology image segmentation—0
Differential Privacy Overview and Fundamental Techniques—0
Uncovering Hidden Subspaces in Video Diffusion Models Using Re-Identification—0
Personalized Federated Learning for Cross-view Geo-localization—0
Privacy-Preserving Resilient Vector Consensus—0
Towards Resource-Efficient Federated Learning in Industrial IoT for Multivariate Time Series Analysis—0
Privacy Preserving Mechanisms for Coordinating Airspace Usage in Advanced Air Mobility—0
NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA—0
Privacy-Preserving Graph-Based Machine Learning with Fully Homomorphic Encryption for Collaborative Anti-Money LaunderingCode1
FEDLAD: Federated Evaluation of Deep Leakage Attacks and Defenses—0
User-wise Perturbations for User Identity Protection in EEG-Based BCIs—0
Pseudo-Probability Unlearning: Towards Efficient and Privacy-Preserving Machine Unlearning—0
A Study of Data Augmentation Techniques to Overcome Data Scarcity in Wound Classification using Deep Learning—0
R+R:Understanding Hyperparameter Effects in DP-SGD—0
Differentially private and decentralized randomized power method—0
Exploring the Landscape for Generative Sequence Models for Specialized Data SynthesisCode0
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