safreita1 / malnet-image
A large-scale database of malicious software images
☆47Updated 3 years ago
Alternatives and similar repositories for malnet-image:
Users that are interested in malnet-image are comparing it to the libraries listed below
- Malware Classification using Machine learning☆71Updated 4 months ago
- A curated dataset of malware and benign Windows executable samples for malware researchers☆43Updated 5 months 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 …☆77Updated 11 months ago
- Adversarial Malware Generator Using GANs☆52Updated 8 months ago
- ☆31Updated 4 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆70Updated 2 years ago
- This repository contains experiments for different publications at the intersection of Computer Vision and Computer Security.☆26Updated last year
- Attempt to use the machine learning workflow to process and transform sampled PE file data to create a prediction model.☆40Updated 3 years ago
- Create adversarial attacks against machine learning Windows malware detectors☆217Updated last month
- Transfer Learning for Image-Based Malware Classification☆46Updated 3 years ago
- 🔍 "2015 Microsoft Malware Classification Challenge" - Using machine learning to classify malware into different families based on Window…☆25Updated last year
- Command line tool for launching attacks against Machine Learning Malware detectors.☆18Updated last year
- Public datasets of malware and benign executable files (Windows EXE files). The dataset can be used by cybersecurity researchers focusing…☆22Updated last year
- Dataset with labeled benign and malicious files 🗃️☆111Updated last year
- A neural approach to malware detection in portable executables☆78Updated 2 years ago
- A Deep Learning framework that analyses Windows PE files to detect malicious Softwares.☆73Updated last year
- Defense from the 2020 Microsoft Evasion Competition☆16Updated 3 years ago
- A deep learning project which uses a method that converts malware .bytes files into gray-scale images and uses a CNN deep learning model …☆24Updated 2 years ago
- Code for the paper "EMBERSim: A Large-Scale Databank for Boosting Similarity Search in Malware Analysis"☆28Updated last year
- ☆77Updated 5 years ago
- Framework for Adversarial Malware Evaluation.☆33Updated last year
- Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection☆62Updated 4 years ago
- Training Vision Transformers from Scratch for Malware Classification☆28Updated 3 years ago
- ☆28Updated 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…☆44Updated 2 years ago
- Effects of packers on machine-learning-based malware classifiers that use only static analysis☆85Updated 9 months ago
- This project is Malware detection API using ML and CNN techniques☆23Updated last year
- Malware Bypass Research using Reinforcement Learning☆105Updated 11 months ago
- Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"☆49Updated 10 months ago
- Forecasting Malware Capabilities From Cyber Attack Memory Images☆32Updated 2 years ago