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The Top 22 Machine Learning Security Open Source Projects

Open source projects categorized as Machine Learning Security
Categories > Machine Learning > Machine Learning
Categories > Security > Security
Malnet Image ⭐ 9
A large-scale database of malicious software images
most recent commit 3 years ago
Decaptcha ⭐ 9
CAPTCHA solver | Machine Learning | Neural Networks | Image Processing | Feature Extraction | Optical Character Recognition | MATLAB
most recent commit 7 years ago
Modelhunter ⭐ 9
ModelHunter is a powerful pipeline designed to extract machine learning models from Android applications.
most recent commit 10 months ago
Machine Learning For Cybersecurity ⭐ 8
The comparison of the performance of different machine learning methods for computer security problems
most recent commit 7 years ago
Splitguard ⭐ 8
Supplementary code for the paper "SplitGuard: Detecting and MitigatingTraining-Hijacking Attacks in Split Learning"
most recent commit 6 months ago
Reload ⭐ 8
RELOAD: Rapid EvaLuation Of Anomaly Detectors @ UNIFI
most recent commit 2 years ago
Vulnmapai ⭐ 8
VulnMapAI combines the power of nmap’s detailed network scanning and the advanced natural language processing capabilities of GPT-4 to generate comprehensive and intelligible vulnerability reports. It aims to facilitate the identification and understanding of security vulnerabilities.
most recent commit 6 months ago
Machine Learning And Cyber Security Resources ⭐ 7
most recent commit 7 years ago
Defending Federated Learning System ⭐ 7
Implementation of a client reputation, gradient checking and homomorphic encryption mechanism to defend a federated learning system from data/model poisoning and reverse engineering attacks.
most recent commit 3 months ago
Distributed_multi_model_biometric_system ⭐ 7
Machine Learning biometric authentication Distributed and large data
most recent commit 10 months ago
Ibm Watson Sdk ⭐ 6
🛠 [WIP] The unofficial Watson PHP SDK enables developers to quickly add Watson Cognitive Computing services to their PHP applications.
most recent commit 6 years ago
Portunus ⭐ 6
🧠 ∿ 🔓 A file-storage application with ultra-mega-secure authentication using brain biometrics.
most recent commit 2 years ago
2021_bytedance_security_ai_track1_open ⭐ 6
🏅 2021 字节跳动安全 AI 挑战赛赛道 7th 基于文本和多模态数据的风险识别（色情导流用户识别）
most recent commit 2 years ago
Cryptography Communication System ⭐ 6
B.tech College Project for Secure Message Communication though Cryptography Algorithm
most recent commit 3 years ago
Awesome Best Practices ⭐ 6
Follow best practices, then standard follow you
most recent commit 6 years ago
Morphence ⭐ 6
Morphence: An implementation of a moving target defense against adversarial example attacks demonstrated for image classification models trained on MNIST and CIFAR10.
most recent commit 2 years ago
Webdemo ⭐ 5
[Obsolete] ML4Sec in web services
most recent commit 7 years ago
Certification Guidebook ⭐ 5
This repository is made for people out there and also for myself to use as reference. It covers quite range of product and provider, feel free to share.
most recent commit 2 years ago
Pixel Discretization ⭐ 5
Pixel discretization defense against adversarial attacks
most recent commit 2 years ago
A Deep Learning Approach To Web Application Firewall ⭐ 5
Avoid malicious payloads with machine learning!
most recent commit a year ago
Deepmad ⭐ 5
Malicious Activity Detection System. Final Year Project. Deep Learning-based solution, which analyses Network Activity sequences to classify whether the certain node is Malicious or Benign. Devising a tool/software which will detect malicious Network Activity Detection using Deep Learning Model. Tools: Python, Neural Network (BERT), Google Colaboratory, PyTorch, Kaggle, Tensorflow, and Flowmeter,
most recent commit a year ago
Maliciousportableexecutabledetection ⭐ 5
Determining whether a portable executable file (.exe) is malicious or benign with comparative results for multiple ML algorithms: AdaBoost, DT, GNB, GradientBoosting, KNN, RF.
most recent commit 7 years ago
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