Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"
☆51Jan 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…☆39Aug 2, 2022Updated 3 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆75Sep 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 3 years ago
- Gadget displacement on top of IPR (In-Place Randomization) against Code Reuse Attack☆26May 31, 2016Updated 9 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- The scalable bug search for binaries☆71Dec 17, 2016Updated 9 years ago
- Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"☆56May 14, 2024Updated last year
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆22Mar 17, 2022Updated 4 years ago
- Official Repository of "Robust Malware Classification via Deep Graph Networks on Call Graph Topologies" (ESANN 2021)☆14Jun 16, 2023Updated 2 years ago
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆39Aug 2, 2021Updated 4 years ago
- 基于深度学习的恶意软件检测研究;MalConv;☆120Jun 22, 2022Updated 3 years ago
- ☆11Jul 8, 2024Updated last year
- DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness (ICLR 2024)☆15Apr 22, 2024Updated 2 years ago
- A Benchmark Dataset for Trustworthy Malware Family Classification under Concept Drift☆18Mar 14, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆95Sep 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…☆52Apr 15, 2025Updated last year
- Seminar 2022☆23Mar 19, 2026Updated last month
- ☆29Jan 17, 2024Updated 2 years ago
- A neural approach to malware detection in portable executables☆82Mar 20, 2023Updated 3 years ago
- Effects of packers on machine-learning-based malware classifiers that use only static analysis☆90Jun 17, 2024Updated last year
- Exercises for practicing MLSec for Systems Security☆10Sep 2, 2024Updated last year
- ☆32Jul 22, 2022Updated 3 years ago
- This repository is for reviewers to check the code of KDD2021 Dr.Droid☆19May 28, 2021Updated 4 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.
- ☆10Jun 16, 2022Updated 3 years ago
- Code library for the Tesseract framework from 'TESSERACT: Eliminating experimental bias in malware classification across space and time'☆18Dec 10, 2024Updated last year
- 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 5 years ago
- Additional code and data for the automated malware generation paper☆13May 4, 2024Updated last year
- Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering☆13Dec 27, 2020Updated 5 years ago
- Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection☆79Oct 8, 2025Updated 6 months ago
- ☆26Nov 22, 2021Updated 4 years ago
- TDSC 2022 | An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malwa…☆67Feb 21, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- malware classify 第三届『阿里云安全算法挑战赛』源码☆16Sep 29, 2018Updated 7 years ago
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆146Mar 25, 2023Updated 3 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers