cridin1 / malware-classification-CNNLinks
This GitHub repository contains an implementation of a malware classification/detection system using Convolutional Neural Networks (CNNs).
☆40Updated 2 years ago
Alternatives and similar repositories for malware-classification-CNN
Users that are interested in malware-classification-CNN are comparing it to the libraries listed below
Sorting:
- Malware Classification using Machine learning☆74Updated last year
- Dataset with labeled benign and malicious files 🗃️☆147Updated 2 years ago
- A Deep Learning framework that analyses Windows PE files to detect malicious Softwares.☆76Updated 3 months ago
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆48Updated 3 years ago
- A neural approach to malware detection in portable executables☆80Updated 2 years ago
- A curated list of malware-related papers.☆34Updated last year
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆22Updated 3 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…☆52Updated 8 months ago
- Discovering Malicious Functionality through Binary Reconstruction☆59Updated 4 years ago
- ☆34Updated 5 years ago
- Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection☆84Updated 2 years ago
- Offical Implementation for PalmTree☆146Updated last year
- This is the official repository for VulHawk.☆74Updated 2 years ago
- Forecasting Malware Capabilities From Cyber Attack Memory Images☆34Updated 2 years ago
- Assessing 📊 the impact of class imbalance on model performance and convergence for malware byteplot image 🌌 classification☆15Updated 2 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆74Updated 3 years ago
- revised☆22Updated 5 years ago
- Training Vision Transformers from Scratch for Malware Classification☆30Updated 4 years ago
- 🔍 "2015 Microsoft Malware Classification Challenge" - Using machine learning to classify malware into different families based on Window…☆31Updated last year
- ☆32Updated 3 years ago
- ☆42Updated 4 years ago
- Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API cal…☆255Updated 4 years ago
- ☆10Updated 2 years ago
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆37Updated 3 years ago
- Effects of packers on machine-learning-based malware classifiers that use only static analysis☆89Updated last year
- A Benchmark Dataset for Trustworthy Malware Family Classification under Concept Drift☆15Updated 9 months ago
- ☆16Updated 4 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆93Updated 3 years ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆148Updated 2 years ago
- Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"☆55Updated last year