TanayBhadula / malware-image-detectionLinks
A deep learning project which uses a method that converts malware .bytes files into gray-scale images and uses a CNN deep learning model to classify the converted malware image and identify the malware family it belongs to.
☆27Updated 2 years ago
Alternatives and similar repositories for malware-image-detection
Users that are interested in malware-image-detection are comparing it to the libraries listed below
Sorting:
- Malware Classification using Machine learning☆73Updated 7 months ago
- Dataset with labeled benign and malicious files 🗃️☆127Updated last year
- KronoDroid Dataset☆35Updated 4 months ago
- A large-scale database of malicious software images☆47Updated 3 years ago
- Explainable AI for Android Malware Detection: Towards Understanding Why the Models Perform So Well?☆13Updated 2 years ago
- ☆32Updated 4 years ago
- Assessing 📊 the impact of class imbalance on model performance and convergence for malware byteplot image 🌌 classification☆14Updated last year
- This repository contains experiments for different publications at the intersection of Computer Vision and Computer Security.☆26Updated last year
- Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API cal…☆242Updated 3 years ago
- Transfer Learning for Image-Based Malware Classification☆46Updated 3 years ago
- deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware☆16Updated 3 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 …☆82Updated last year
- ECE 188: Computer Security. Repository for "NLP-based Malware Detection on PDFs". Utilizing NLP techniques & transformer models to perfor…☆31Updated 2 years ago
- Malware Detection using Convolutional Neural Networks☆13Updated 2 years ago
- Detecting Malware in PE files☆25Updated last year
- CNN based android malware detection system☆22Updated 5 years ago
- 🔍 "2015 Microsoft Malware Classification Challenge" - Using machine learning to classify malware into different families based on Window…☆27Updated last year
- Firstly, we generate images from benign and malware executable files. Secondly, by using deep learning, we train a model to detect malwar…☆74Updated 5 years ago
- A Deep Learning framework that analyses Windows PE files to detect malicious Softwares.☆73Updated 2 years ago
- A neural approach to malware detection in portable executables☆78Updated 2 years ago
- A comprehensive malware detection and dynamic analysis system, designed to analyse malware samples and benign files & classify them using…☆11Updated last year
- Benign .NET files☆34Updated 10 months ago
- Code library for the Tesseract framework from 'TESSERACT: Eliminating experimental bias in malware classification across space and time'☆13Updated 6 months ago
- ☆60Updated 3 years ago
- This project is Malware detection API using ML and CNN techniques☆24Updated 2 years ago
- Detecting and Classifying Android Malware using Deep Learning Techniques☆24Updated 5 years ago
- ☆30Updated 2 years ago
- ☆26Updated 6 years ago
- AI-enabled Cybersecurity for Future Smart Environments☆24Updated 10 months ago
- A list of awesome malware detection tools☆75Updated 2 years ago