Popular GitHub Repositories for Aml 311

3D Passive Face Liveness Detection (Anti-Spoofing) & Deepfake detection. A single image is needed to compute liveness score. 99,67% accuracy on our dataset and perfect scores on multiple public datasets (NUAA, CASIA FASD, MSU...).

The goal of this survey is two-fold: (i) to present recent advances on adversarial machine learning (AML) for the security of RS (i.e., attacking and defense recommendation models), (ii) to show another successful application of AML in generative adversarial networks (GANs) for generative applications, thanks to their ability for learning (high-dimensional) data distributions. In this survey, we provide an exhaustive literature review of 74 articles published in major RS and ML journals and conferences. This review serves as a reference for the RS community, working on the security of RS or on generative models using GANs to improve their quality.

Template for getting started with automated ML Ops on Azure Machine Learning

Adversarial Machine Learning (AML) Capture the Flag (CTF)

Utilize the deep learning library Keras to classify transactions as fraudulent(1) or non-fraudulent(0).

GitHub Action that allows you to deploy machine learning models in Azure Machine Learning.

GitHub Action that allows you to attach, create and scale Azure Machine Learning compute resources.

DeepNext is an AI-powered junior software engineering assistant designed to automate the process of converting issue descriptions into actionable pull requests.

GitHub Action that allows you to register models to your Azure Machine Learning Workspace.

Tensorflow implementation for the ECCV20 paper "Improving Adversarial Robustness by Enforcing Local and Global Compactness"

Smart contract for AFRX Security Token (ERC-3643) — a regulated digital asset representing tokenized equity in Afrail Inc., a U.S.-registered smart infrastructure company. Built on Ethereum (ERC-1400 base) and compliant with SEC Regulation D Rule 506(c) and Regulation S. Backed by 57.7M Class A and 20M Preferred shares. Fully KYC/AML-compliant.

Azure Machine Learning - MLOps Python SDKv2

Hardware accelerated OpenCV, Torch & Tensorrt Ubuntu 20.04 docker images for Jetson Nano containing any python version you need up until the latest 3.12 with ultralytics yolov10 tensorrt support

[Usenix Security '25] Robustifying ML-powered Network Classifiers with PANTS

TAO71 I4.0 is an AI created by TAO71 in Python.

A curated list of awesome AML attacks and defences frameworks and resources.

Simple Multi-Language HTTP Server Text Toxicity Detector

An adversarial machine learning (AML) tool for modifying Windows PE files to evade detection by malware classifiers.

Party Time is a university project created in order to improve the quality of parties in the everyday life through aml systems.

Prediction of call count for Call center workforce planning for 311 dataset