czs108 / Microsoft-Malware-ClassificationLinks
🔍 "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。)
☆28Updated 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☆72Updated 9 months ago
- ☆32Updated 4 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 …☆85Updated last year
- Public datasets of malware and benign executable files (Windows EXE files). The dataset can be used by cybersecurity researchers focusing…☆24Updated 2 years ago
- Automatic Malware Signature Generation Tool☆16Updated 3 years ago
- A curated dataset of malware and benign Windows executable samples for malware researchers☆48Updated 10 months ago
- Dataset with labeled benign and malicious files 🗃️☆133Updated 2 years ago
- Adversarial Malware Generator Using GANs☆55Updated last year
- Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API cal…☆246Updated 3 years ago
- Code for Benchmarking two ML Approaches performing Authorship Attribution☆39Updated 3 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆71Updated 2 years ago
- RanSAP: An Open Dataset of Ransomware Storage Access Patterns for Training Machine Learning Models☆27Updated last year
- A neural approach to malware detection in portable executables☆78Updated 2 years ago
- ☆15Updated 5 years ago
- Reproduction of the paper//arxiv.org/pdf/1803.04173.pdf☆18Updated 7 years ago
- Defense from the 2020 Microsoft Evasion Competition☆17Updated 4 years ago
- Training Vision Transformers from Scratch for Malware Classification☆29Updated 4 years ago
- This is the implementation of MalConv proposed in [Malware Detection by Eating a Whole EXE](https://arxiv.org/abs/1710.09435) and its adv…☆88Updated 6 years ago
- Effects of packers on machine-learning-based malware classifiers that use only static analysis☆87Updated last year
- Transfer Learning for Image-Based Malware Classification☆45Updated 3 years ago
- Code for the paper "EMBERSim: A Large-Scale Databank for Boosting Similarity Search in Malware Analysis"☆31Updated last year
- AVCLASS++: Yet Another Massive Malware Labeling Tool☆14Updated 5 years ago
- ☆31Updated 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
- MAB-Malware an open-source reinforcement learning framework to generate AEs for PE malware. We model this problem as a classic multi-arme…☆49Updated 4 months ago
- A large-scale database of malicious software images☆48Updated 4 years ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆22Updated 3 years ago
- ☆37Updated last year
- Malware Bypass Research using Reinforcement Learning☆105Updated last year
- ☆25Updated 3 years ago