William Ermlick's starred repositories

awesome-ml-privacy-attacks

An awesome list of papers on privacy attacks against machine learning

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tsim

Traffic microsimulation and visualization tool with CUDA support. University project.

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ST-Data

Official Source Code of the paper "Exploring Effective Data for Surrogate Training Towards Black-box Attack", which is accepted by CVPR 2022

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TAADpapers

Must-read Papers on Textual Adversarial Attack and Defense

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shap

A game theoretic approach to explain the output of any machine learning model.

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Talks

Central repo for talks and presentations

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counterfit

a CLI that provides a generic automation layer for assessing the security of ML models

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secml_malware

Create adversarial attacks against machine learning Windows malware detectors

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secml

A Python library for Secure and Explainable Machine Learning

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adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

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scc

An Offline cheat sheet and a quick reference command line tool for HTML, CSS and JS .

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quick-SQL-cheatsheet

A quick reminder of all SQL queries and examples on how to use them.

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ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

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freeCodeCamp

freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.

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