A comprehensive toolkit and benchmark for tabular data learning, featuring over 20 deep methods, more than 10 classical methods, and 300 diverse tabular datasets.

A curated list of resources dedicated to reinforcement learning applied to cyber security.

A series of hands-on notebooks for beginners in neural networks. [To be updated]

AI-based Traffic Management System that utilizes IoT and AI technologies to enhance traffic signal optimization, prioritize pedestrian safety, and reduce accidents at crossings. This system aims to…

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

A python implementation of the DeepInsight methodology.

💡 Adversarial attacks on explanations and how to defend them

基于机器学习的社工字典生成工具. A Machine Learning Approach for Password Guessing. The reproduction of (https://www.usenix.org/conference/usenixsecurity23/presentation/wang-ding-password-guessing)

A syntetic point generation tool for inbalanced datasets.

Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)

An experimental open-source attempt to make GPT-4 fully autonomous.

The code and dataset for "Subverting Website Fingerprinting Defenses with Robust Traffic Representation".

This toolbox offers 13 wrapper feature selection methods (PSO, GA, GWO, HHO, BA, WOA, and etc.) with examples. It is simple and easy to implement.

A curated list of amazingly awesome Cybersecurity datasets

source code for USENIX Security paper xNIDS

📄 [Talk] OFFZONE 2022 / ODS Data Halloween 2022: Black-box attacks on ML models + with use of open-source tools

Code for Backdoor Attacks Against Dataset Distillation

A machine learning course using Python, Jupyter Notebooks, and OpenML

The Artifacts for ICSE 2023 paper: Bad Snakes: Understanding and Improving Python Package Index Malware Scanning

PassBertStrengthMeter is the open source library to apply BERT model to password evaluation.

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

Network Intrusion Detection System Stable

privgem: Privacy-Preserving Generative Models

Application of Whale Optimization Algorithm (WOA) in the feature selection tasks.

fully ready experiments

Combined datasets of ECML/PKDD 2007 and CSIC 2010