Pinned Repositories
back_up
blackbox-algorithms
A list of algorithms for getting insights of remote (black-box) services.
dgm
Deep Graph Mapper: Seeing Graphs through the Neural Lens
EvaluatingDPML
federated-learning
Related material on Federated Learning
fisher_information_loss
This code reproduces the results of the paper, "Measuring Data Leakage in Machine-Learning Models with Fisher Information"
membership_inference_attack
pymetis
A Python wrapper around Metis, a graph partitioning package
PyTorch-Tutorial
Build your neural network easy and fast
Steal-ML
Model extraction attacks on Machine-Learning-as-a-Service platforms.
Milkigit's Repositories
Milkigit/awesome-zkml
Aggregator for amazing ZKML resources
Milkigit/chainlink
node of the decentralized oracle network, bridging on and off-chain computation
Milkigit/dapptools
Dapp, Seth, Hevm, and more
Milkigit/deeprl_signal_control
multi-agent deep reinforcement learning for large-scale traffic signal control.
Milkigit/deutschland
Die wichtigsten APIs Deutschlands in einem Python Paket.
Milkigit/einops
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
Milkigit/evals
Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks.
Milkigit/ezkl
ezkl is an engine for doing inference for deep learning models and other computational graphs in a zk-snark (ZKML). Use it from Python, Javascript, or the command line.
Milkigit/EzPC
Milkigit/foundry
Foundry is a blazing fast, portable and modular toolkit for Ethereum application development written in Rust.
Milkigit/gpt4free
decentralising the Ai Industry, just some language model api's...
Milkigit/Graph-Unlearning-1
Milkigit/ImageReward
[NeurIPS 2023] ImageReward: Learning and Evaluating Human Preferences for Text-to-image Generation
Milkigit/imitation
Clean PyTorch implementations of imitation and reward learning algorithms
Milkigit/latex-resources
Collection of LaTeX resources and examples.
Milkigit/meerkat
Creative interactive views of any dataset.
Milkigit/MemGuard
Milkigit/Milkigit
Config files for my GitHub profile.
Milkigit/milkigit.github.io
My academic website
Milkigit/monero
Monero: the secure, private, untraceable cryptocurrency
Milkigit/occlum
Occlum is a memory-safe, multi-process library OS for Intel SGX
Milkigit/openenclave
SDK for developing enclaves
Milkigit/pytorch-adversarial-examples-training-articles
PyTorch code corresponding to my blog series on adversarial examples and (confidence-calibrated) adversarial training.
Milkigit/research
Research at Protocol Labs
Milkigit/rex
SGX decentralized recommender system
Milkigit/rl-baselines3-zoo
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
Milkigit/transfer_learning
Framework code with wandb, checkpointing, logging, configs, experimental protocols. Useful for fine-tuning models or training from scratch, and testing them on a variety of datasets (transfer learning)
Milkigit/UnlearningLeaks-1
Official implementation of "When Machine Unlearning Jeopardizes Privacy" ((CCS 2021)
Milkigit/ZcashLightClientKit
iOS light client Framework proof-of-concept
Milkigit/zebra
An ongoing Rust implementation of a Zcash node. 🦓