임유빈's starred repositories
Privacy-Attacks-in-Machine-Learning
Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.
ml_privacy_meter
Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.
awesome-ml-privacy-attacks
An awesome list of papers on privacy attacks against machine learning
awesome-privex
Awesome PrivEx: Privacy-Preserving Explainable AI (PPXAI)
deep_learning_study
A curated list of Deep Learning
meta-coral
Yocto/OE-core BSP Layer for Coral Dev Board
tinyengine
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory
certifier-framework-for-confidential-computing
The Confidential Computing Certifier Framework consists of a client API called the Certifier-API and server-based policy evaluation called the Certifier Service. It simplifies and unifies programming and operations support for multi-vendor Confidential Computing platforms by providing support for scalable, policy-driven trust management including
rust-vmm-container
Container with all dependencies required for running rust-vmm crates integration tests.
awesome-virtualization
Collection of resources about Virtualization
qemu-trustzone
Experimental version of QEMU with basic support for ARM TrustZone (security extensions)
100-Days-Of-ML-Code
100 Days of ML Coding
FedML
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.
awesome-federated-learning
resources about federated learning and privacy in machine learning
Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai