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Privacy Preserving

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TitleStatusHype
WebLLM: A High-Performance In-Browser LLM Inference EngineCode11
PowerInfer-2: Fast Large Language Model Inference on a SmartphoneCode9
OnPrem.LLM: A Privacy-Conscious Document Intelligence ToolkitCode4
BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical TextCode4
Eliminating Domain Bias for Federated Learning in Representation SpaceCode4
GPFL: Simultaneously Learning Global and Personalized Feature Information for Personalized Federated LearningCode4
FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning SystemCode4
CHESS: Contextual Harnessing for Efficient SQL SynthesisCode3
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated LearningCode3
Privacy-Preserving Tree-Based Inference with TFHECode3
Syft 0.5: A Platform for Universally Deployable Structured TransparencyCode3
HARDVS: Revisiting Human Activity Recognition with Dynamic Vision SensorsCode3
Deep Neural Networks for Encrypted Inference with TFHECode3
A Survey on LoRA of Large Language ModelsCode3
TEVR: Improving Speech Recognition by Token Entropy Variance ReductionCode2
Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language ModelsCode2
TenSEAL: A Library for Encrypted Tensor Operations Using Homomorphic EncryptionCode2
SafeEar: Content Privacy-Preserving Audio Deepfake DetectionCode2
OpBoost: A Vertical Federated Tree Boosting Framework Based on Order-Preserving DesensitizationCode2
AutoFi: Towards Automatic WiFi Human Sensing via Geometric Self-Supervised LearningCode2
Learnware of Language Models: Specialized Small Language Models Can Do BigCode2
A Synthetic Dataset for Personal Attribute InferenceCode2
Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image GenerationCode2
FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHFCode2
FedGH: Heterogeneous Federated Learning with Generalized Global HeaderCode2
Federated Learning with New Knowledge: Fundamentals, Advances, and FuturesCode2
NVIDIA FLARE: Federated Learning from Simulation to Real-WorldCode2
CLEAR: A Fully User-side Image Search SystemCode2
FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language ModelsCode2
Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML EvaluationCode2
Enhancing Privacy in Federated Learning: Secure Aggregation for Real-World Healthcare ApplicationsCode2
FedCLIP: Fast Generalization and Personalization for CLIP in Federated LearningCode2
EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Layerwise Unified Compression and Adaptive Layer Tuning and VotingCode2
Does Image Anonymization Impact Computer Vision Training?Code2
Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative EditingCode2
Encrypted Vector Similarity Computations Using Partially Homomorphic Encryption: Applications and Performance AnalysisCode2
Enhancing the Utility of Privacy-Preserving Cancer Classification using Synthetic DataCode2
Evaluation of Bio-Inspired Models under Different Learning Settings For Energy Efficiency in Network Traffic PredictionCode2
DensePose From WiFiCode2
Differentially Private Synthetic Data via Foundation Model APIs 2: TextCode2
Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic ForecastingCode2
FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank AdaptationsCode2
A Survey on Federated Fine-tuning of Large Language ModelsCode2
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual LearningCode2
Improved Scene Landmark Detection for Camera LocalizationCode2
Investigating Affective Use and Emotional Well-being on ChatGPTCode2
Offsite-Tuning: Transfer Learning without Full ModelCode2
Communication-Efficient Federated Learning with Binary Neural NetworksCode1
Communication-Efficient and Privacy-Preserving Feature-based Federated Transfer LearningCode1
COMODO: Cross-Modal Video-to-IMU Distillation for Efficient Egocentric Human Activity RecognitionCode1
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