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…☆40Aug 2, 2022Updated 4 years ago
- ☆22Sep 5, 2022Updated 3 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆76Sep 2, 2022Updated 3 years ago
- ☆12Sep 29, 2019Updated 6 years ago
- 布谷鸟异构图构建,对比学习☆11Jun 1, 2022Updated 4 years ago
- 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.
- Gadget displacement on top of IPR (In-Place Randomization) against Code Reuse Attack☆26May 31, 2016Updated 10 years ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆22Mar 17, 2022Updated 4 years ago
- ☆11Jul 8, 2024Updated 2 years ago
- DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness (ICLR 2024)☆16Apr 22, 2024Updated 2 years ago
- A Benchmark Dataset for Trustworthy Malware Family Classification under Concept Drift☆19Mar 14, 2025Updated last year
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆98Sep 23, 2022Updated 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…☆53Apr 15, 2025Updated last year
- Seminar 2022☆25Mar 19, 2026Updated 5 months ago
- Effects of packers on machine-learning-based malware classifiers that use only static analysis☆90Jun 17, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆33Jul 22, 2022Updated 4 years ago
- This repository is for reviewers to check the code of KDD2021 Dr.Droid☆19May 28, 2021Updated 5 years ago
- Additional code and data for the automated malware generation paper☆13May 21, 2026Updated 3 months ago
- ☆11Jun 16, 2022Updated 4 years ago
- the instructions about request access to AdvDroidZero☆13Apr 10, 2024Updated 2 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
- Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection☆79Oct 8, 2025Updated 10 months ago
- ☆31Jan 17, 2024Updated 2 years ago
- ☆28Nov 22, 2021Updated 4 years ago
- 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.
- TDSC 2022 | An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malwa…☆68Feb 21, 2024Updated 2 years ago
- malware classify 第三届『阿里云安全算法挑战赛』源码☆16Sep 29, 2018Updated 7 years ago
- ☆81Dec 6, 2019Updated 6 years ago
- Code library for the Tesseract framework from 'TESSERACT: Eliminating experimental bias in malware classification across space and time'☆20Dec 10, 2024Updated last year
- Create adversarial attacks against machine learning Windows malware detectors☆248Nov 27, 2025Updated 9 months 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…☆40Jul 25, 2021Updated 5 years ago
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆148Mar 25, 2023Updated 3 years ago
- Structural Attack against Graph-based Android Malware Detection System☆21May 20, 2026Updated 3 months ago
- Reproduction of the paper//arxiv.org/pdf/1803.04173.pdf☆18May 21, 2018Updated 8 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.
- ☆19Apr 4, 2021Updated 5 years ago
- Training Vision Transformers from Scratch for Malware Classification☆29Aug 18, 2021Updated 5 years ago
- [AdvML@KDD 2019] Robust Malware Detection Challenge☆18Nov 28, 2019Updated 6 years ago
- ☆13Oct 19, 2023Updated 2 years ago
- Elastic Malware Benchmark for Empowering Researchers☆1,169Nov 22, 2024Updated last year
- A large-scale database for graph representation learning☆54Oct 6, 2022Updated 3 years ago
- ☆32May 27, 2024Updated 2 years ago