Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"
☆52Jan 10, 2022Updated 4 years ago
Alternatives and similar repositories for MalGraph
Users that are interested in MalGraph are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆41Aug 2, 2022Updated 4 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆77Sep 2, 2022Updated 4 years ago
- ☆22Sep 5, 2022Updated 4 years ago
- ☆12Sep 29, 2019Updated 7 years ago
- 布谷鸟异构图构建,对比学习☆11Jun 1, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Gadget displacement on top of IPR (In-Place Randomization) against Code Reuse Attack☆26May 31, 2016Updated 10 years ago
- The scalable bug search for binaries☆71Dec 17, 2016Updated 9 years ago
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆39Aug 2, 2021Updated 5 years ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆21Mar 17, 2022Updated 4 years ago
- ☆11Jul 8, 2024Updated 2 years ago
- Additional code and data for the automated malware generation paper☆13May 21, 2026Updated 5 months ago
- GHGDroid : Global Heterogeneous Graph-based Android Malware Detection☆10Jan 23, 2024Updated 2 years ago
- ☆82Dec 6, 2019Updated 6 years ago
- Official Repository of "Robust Malware Classification via Deep Graph Networks on Call Graph Topologies" (ESANN 2021)☆14Jun 16, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Effects of packers on machine-learning-based malware classifiers that use only static analysis☆90Jun 17, 2024Updated 2 years ago
- Open source malware detection program using machine learning algorithms on system call traces.☆21Jan 3, 2018Updated 8 years ago
- A Benchmark Dataset for Trustworthy Malware Family Classification under Concept Drift☆20Mar 14, 2025Updated last year
- Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection☆79Oct 8, 2025Updated last year
- Seminar 2022☆25Oct 11, 2026Updated 2 weeks ago
- Dataset with labeled benign and malicious files 🗃️☆165Jul 19, 2023Updated 3 years ago
- 主题为”基于GAN的恶意软件对抗样本生成“。首先介绍了恶意软件发展现状,引出基于模式匹配、特征空间和问题空间三种方式去检测恶意软件。然后介绍了如何生成对抗样本攻击恶意软件检测器,详细介绍了基于GAN的恶意软件对抗样本的MalGAN框架,并对实验结果进行了对比。最后总结了结构…☆41Jul 25, 2021Updated 5 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆99Sep 23, 2022Updated 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…☆55Apr 15, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆32Jul 22, 2022Updated 4 years ago
- This repository is for reviewers to check the code of KDD2021 Dr.Droid☆19May 28, 2021Updated 5 years ago
- An RNN-based framework to evade opensource anti-virus which is also deep learning-based. E.g., MalConv and Non-Negative MalConv.☆13Jun 4, 2020Updated 6 years ago
- ☆31Jan 17, 2024Updated 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 …☆98Jul 13, 2026Updated 3 months ago
- On Training Robust PDF Malware Classifiers (Usenix Security'20) https://arxiv.org/abs/1904.03542☆30Dec 27, 2021Updated 4 years ago
- malware classify 第三届『阿里云安全算法挑战赛』源码☆16Sep 29, 2018Updated 8 years ago
- TDSC 2022 | An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malwa…☆70Feb 21, 2024Updated 2 years ago
- Code library for the Tesseract framework from 'TESSERACT: Eliminating experimental bias in malware classification across space and time'☆21Dec 10, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Discovering Malicious Functionality through Binary Reconstruction☆58Sep 2, 2021Updated 5 years ago
- Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API cal…☆264Nov 22, 2021Updated 4 years ago
- ☆28Nov 22, 2021Updated 4 years ago
- Code for the paper "EMBERSim: A Large-Scale Databank for Boosting Similarity Search in Malware Analysis"☆41Oct 5, 2023Updated 3 years ago
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆147Mar 25, 2023Updated 3 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆60Apr 29, 2022Updated 4 years ago
- Structural Attack against Graph-based Android Malware Detection System☆21May 20, 2026Updated 5 months ago