scottshufe

scottshufe's Stars

• ikatyang/emoji-cheat-sheet

  A markdown version emoji cheat sheet

  Language:TypeScript12k1271174.4k

• kakoni/awesome-healthcare

  Curated list of awesome open source healthcare software, libraries, tools and resources.

  2.5k15525342

• johannfaouzi/pyts

  A Python package for time series classification

  Language:Python1.7k2578163

• hfawaz/dl-4-tsc

  Deep Learning for Time Series Classification

  Language:Python1.5k4947542

• sunlabuiuc/PyHealth

  A Deep Learning Python Toolkit for Healthcare Applications.

  Language:Python9023236191

• jjbrophy47/machine_unlearning

  Existing Literature about Machine Unlearning

  70124389

• stratosphereips/awesome-ml-privacy-attacks

  An awesome list of papers on privacy attacks against machine learning

  52122284

• cleverhans-lab/machine-unlearning

  Language:Python1464534

• Nuclearstar/K-Anonymity

  Anonymization methods for network security.

  Language:Jupyter Notebook1445672

• danielzuegner/gnn-meta-attack

  Implementation of the paper "Adversarial Attacks on Graph Neural Networks via Meta Learning".

  Language:Python1396726

• liuyugeng/ML-Doctor

  Code for ML Doctor

  Language:Python783524

• AdityaGolatkar/SelectiveForgetting

  Language:Jupyter Notebook49359

• sisaman/GAP

  GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)

  Language:Jupyter Notebook402912

• lmgraves/AmnesiacML

  Methods for removing learned data from neural nets and evaluation of those methods

  Language:Jupyter Notebook31338

• liun-online/SpCo

  The source code of SpCo

  Language:Python30213

• meghdadk/SCRUB

  Language:Jupyter Notebook30252

• cleverhans-lab/dataset-inference

  [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning

  Language:Jupyter Notebook29307

• vikram2000b/bad-teaching-unlearning

  Official repo of the paper Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher accepted in AAAI 2023

  Language:Jupyter Notebook226

• NDS-VU/awesome-gnn-privacy

  This repository aims to provide links to works about privacy attacks and privacy preservation on graph data with Graph Neural Networks (GNNs).

  19513

• epfl-dlab/property-inference-attacks

  Modular framework for property inference attacks on deep neural networks

  Language:Python1240

• iyempissy/rebMIGraph

  Language:Jupyter Notebook12105

• xinleihe/Semi-Leak

  Language:Python11101

• inspire-group/MIAdefenseSELENA

  [USENIX Security 2022] Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture

  Language:Python10204

• yxoh/prompt_leak_usenix2024

  Language:Python9

• DmsKinson/DPMLBench

  This repository contains the implementation of DPMLBench: Holistic Evaluation of Differentially Private Machine Learning

  Language:Python8202

• smehnaz/Black-box-Model-Inversion-Attribute-Inference

  Language:Python71

• wuyucheng2002/CTAug

  Code for "Graph Contrastive Learning with Cohesive Subgraph Awareness"

  Language:Python71

• JiePKU/ML-Leaks

  An unofficial pyotrch implementation of "ML-Leaks:Model and Data Independent Membership Inference Attacks and Defenses on ML Models"

  Language:Python60

• scottshufe/Property-Inference-Attacks-Literature

  6100

• lins-sufe/LLMs-Privacy-Literature

  2