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The Top 23 Machine Learning Security Open Source Projects

Open source projects categorized as Machine Learning Security
Categories > Machine Learning > Machine Learning
Categories > Security > Security
Cs Video Courses ⭐ 62,887
List of Computer Science courses with video lectures.
most recent commit 3 months ago
Nmap ⭐ 8,812
Nmap - the Network Mapper. Github mirror of official SVN repository.
most recent commit 3 months ago
Awesome Ml For Cybersecurity ⭐ 6,564
:octocat: Machine Learning for Cyber Security
most recent commit 3 months ago
Cleverhans ⭐ 6,068
An adversarial example library for constructing attacks, building defenses, and benchmarking both
dependent packages 4total releases 6most recent commit a month agopypi cleverhans} Downloads
Textattack ⭐ 2,597
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
dependent packages 5total releases 46most recent commit 4 months agopypi textattack} Downloads
Machine_learning_security ⭐ 1,714
Source code about machine learning and security.
most recent commit 2 years ago
Ai For Security Learning ⭐ 1,571
安全场景、基于AI的安全算法和安全数据分析业界实践
most recent commit 3 years ago
Awesome Federated Machine Learning ⭐ 1,425
Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
most recent commit 3 months ago
Advbox ⭐ 1,344
Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.
total releases 2most recent commit a year ago
Dataprofiler ⭐ 1,310
What's in your data? Extract schema, statistics and entities from datasets
dependent packages 3total releases 53most recent commit 3 months agopypi DataProfiler} Downloads
Advertorch ⭐ 1,271
A Toolbox for Adversarial Robustness Research
dependent packages 2total releases 10most recent commit 7 months agopypi advertorch} Downloads
Machine Learning For Cyber Security ⭐ 1,231
Curated list of tools and resources related to the use of machine learning for cyber security
most recent commit 4 years ago
Graph Fraud Detection Papers ⭐ 1,148
A curated list of graph-based fraud, anomaly, and outlier detection papers & resources
most recent commit 4 months ago
Awesome Fl ⭐ 1,103
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
most recent commit 3 months ago
Flowmeter ⭐ 1,058
⭐ ⭐ Use ML to classify flows and packets as benign or malicious. ⭐ ⭐
most recent commit 5 months ago
Zmninja ⭐ 954
High performance, cross platform ionic app for Home/Commerical Security Surveillance using ZoneMinder
most recent commit 3 months ago
Graph Adversarial Learning Literature ⭐ 772
A curated list of adversarial attacks and defenses papers on graph-structured data.
most recent commit 4 months ago
Awesome Cybersecurity Datasets ⭐ 765
A curated list of amazingly awesome Cybersecurity datasets
most recent commit a year ago
Dgfraud ⭐ 432
A Deep Graph-based Toolbox for Fraud Detection
most recent commit 2 years ago
Poseidon ⭐ 405
Poseidon is a python-based application that leverages software defined networks (SDN) to acquire and then feed network traffic to a number of machine learning techniques. The machine learning algorithms classify and predict the type of device.
dependent packages 2total releases 25most recent commit a month agopypi poseidon-core} Downloads
Workshops ⭐ 362
Workshops organized to introduce students to security, AI, blockchain, AR/VR, hardware and software
most recent commit 4 months ago
Machine Learning Diff Private Federated Learning ⭐ 339
Simulate a federated setting and run differentially private federated learning.
most recent commit 2 years ago
Voicebook ⭐ 325
🗣️ A book and repo to get you started programming voice computing applications in Python (10 chapters and 200+ scripts).
most recent commit a year ago
The 7 Most Depended On Machine Learning Security Open Source Projects
Cleverhans ⭐ 6,068
An adversarial example library for constructing attacks, building defenses, and benchmarking both
dependent packages 4total releases 6latest release July 24, 2021most recent commit a month agopypi cleverhans} Downloads
Dataprofiler ⭐ 1,310
What's in your data? Extract schema, statistics and entities from datasets
dependent packages 3total releases 53latest release November 14, 2023most recent commit 3 months agopypi DataProfiler} Downloads
Advertorch ⭐ 1,271
A Toolbox for Adversarial Robustness Research
dependent packages 2total releases 10latest release June 15, 2020most recent commit 7 months agopypi advertorch} Downloads
Secml ⭐ 100
A Python library for Secure and Explainable Machine Learning
dependent packages 2total releases 31latest release November 26, 2021most recent commit a year agopypi secml} Downloads
Fickling ⭐ 241
A Python pickling decompiler and static analyzer
dependent packages 2total releases 8latest release November 20, 2023most recent commit 4 months agopypi fickling} Downloads
The 10 Latest Releases In Machine Learning Security Open Source Projects
Fickling ⭐ 241
A Python pickling decompiler and static analyzer
dependent packages 2total releases 8latest release November 20, 2023most recent commit 4 months agopypi fickling} Downloads
Dataprofiler ⭐ 1,310
What's in your data? Extract schema, statistics and entities from datasets
dependent packages 3total releases 53latest release November 14, 2023most recent commit 3 months agopypi DataProfiler} Downloads
Secml_malware ⭐ 168
Create adversarial attacks against machine learning Windows malware detectors
total releases 15latest release September 26, 2023most recent commit 7 months ago
Ml Model Watermarking ⭐ 20
Protect your machine learning models easily and securely with watermarking 🔑
total releases 1latest release April 08, 2022most recent commit 2 years ago
Secml ⭐ 100
A Python library for Secure and Explainable Machine Learning
dependent packages 2total releases 31latest release November 26, 2021most recent commit a year agopypi secml} Downloads
Pypuf ⭐ 36
Cryptanalysis of Physically Unclonable Functions
total releases 18latest release November 15, 2021most recent commit 2 years ago
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