czs108 / Microsoft-Malware-Classification
🔍 "2015 Microsoft Malware Classification Challenge" - Using machine learning to classify malware into different families based on Windows PE structures, disassembly scripts and machine code.（“2015微软恶意软件分类挑战赛” - 使用机器学习基于Windows PE结构、反汇编和机器代码对恶意软件进行分类。）
☆26Updated last year
Alternatives and similar repositories for Microsoft-Malware-Classification
Users that are interested in Microsoft-Malware-Classification are comparing it to the libraries listed below
Sorting:
- Malware Classification using Machine learning☆71Updated 6 months ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆71Updated 2 years ago
- Code for our DLS'21 paper - BODMAS: An Open Dataset for Learning based Temporal Analysis of PE Malware. BODMAS is short for Blue Hexagon …☆81Updated last year
- Public datasets of malware and benign executable files (Windows EXE files). The dataset can be used by cybersecurity researchers focusing…☆23Updated last year
- ☆32Updated 4 years ago
- Adversarial Malware Generator Using GANs☆54Updated 9 months ago
- Malware classification using VirusTotal API and Python. Classified malware families are Worms, Adware, Virus, Riskware, Spyware, Keylogge…☆8Updated 4 years ago
- ☆24Updated 3 years ago
- A curated dataset of malware and benign Windows executable samples for malware researchers☆44Updated 7 months ago
- MAB-Malware an open-source reinforcement learning framework to generate AEs for PE malware. We model this problem as a classic multi-arme…☆44Updated last month
- Code for Benchmarking two ML Approaches performing Authorship Attribution☆37Updated 3 years ago
- ☆29Updated 2 years ago
- Training Vision Transformers from Scratch for Malware Classification☆28Updated 3 years ago
- Reproduction of the paper//arxiv.org/pdf/1803.04173.pdf☆18Updated 7 years ago
- [AdvML@KDD 2019] Robust Malware Detection Challenge☆17Updated 5 years ago
- A neural approach to malware detection in portable executables☆78Updated 2 years ago
- Transfer Learning for Image-Based Malware Classification☆46Updated 3 years ago
- Attempt to use the machine learning workflow to process and transform sampled PE file data to create a prediction model.☆40Updated 4 years ago
- Benign .NET files☆33Updated 8 months ago
- ☆22Updated 3 years ago
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆45Updated 3 years ago
- Dataset with labeled benign and malicious files 🗃️☆119Updated last year
- Defense from the 2020 Microsoft Evasion Competition☆16Updated 4 years ago
- Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection☆62Updated 4 years ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆21Updated 3 years ago
- ☆36Updated last year
- Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API cal…☆241Updated 3 years ago
- This repository contains scripts and dataset for a Apt Identification Triage System☆15Updated 5 years ago
- Dataset containing thousands of malware and goodware collected in the Brazilian cyberspace over years.☆19Updated 4 years ago
- Explainable AI for Android Malware Detection: Towards Understanding Why the Models Perform So Well?☆13Updated 2 years ago