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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
A Survey on LoRA of Large Language ModelsCode3
CHESS: Contextual Harnessing for Efficient SQL SynthesisCode3
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated LearningCode3
Deep Neural Networks for Encrypted Inference with TFHECode3
Privacy-Preserving Tree-Based Inference with TFHECode3
HARDVS: Revisiting Human Activity Recognition with Dynamic Vision SensorsCode3
Syft 0.5: A Platform for Universally Deployable Structured TransparencyCode3
Learnware of Language Models: Specialized Small Language Models Can Do BigCode2
Investigating Affective Use and Emotional Well-being on ChatGPTCode2
A Survey on Federated Fine-tuning of Large Language ModelsCode2
Encrypted Vector Similarity Computations Using Partially Homomorphic Encryption: Applications and Performance AnalysisCode2
Evaluation of Bio-Inspired Models under Different Learning Settings For Energy Efficiency in Network Traffic PredictionCode2
FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHFCode2
Federated Learning in Mobile Networks: A Comprehensive Case Study on Traffic ForecastingCode2
Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative EditingCode2
Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language ModelsCode2
SafeEar: Content Privacy-Preserving Audio Deepfake DetectionCode2
FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank AdaptationsCode2
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