A curated resource list of adversarial attacks and defenses for Windows PE malware detection.
☆75Sep 2, 2022Updated 3 years ago
Alternatives and similar repositories for adversarial-attacks-and-defenses-for-windows-pe-malware-detection
Users that are interested in adversarial-attacks-and-defenses-for-windows-pe-malware-detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Create adversarial attacks against machine learning Windows malware detectors☆244Nov 27, 2025Updated 4 months 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 11 months ago
- Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"☆56May 14, 2024Updated last year
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆50Jan 10, 2022Updated 4 years ago
- Few-Shot malware classification using fused features of static analysis and dynamic analysis (基于静态+动态分析的混合特征的小样本恶意代码分类框架)☆37Dec 27, 2021Updated 4 years ago
- 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.
- 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…☆39Jul 25, 2021Updated 4 years ago
- Defense from the 2020 Microsoft Evasion Competition☆17Apr 27, 2021Updated 4 years ago
- Command line tool for launching attacks against Machine Learning Malware detectors.☆19Jun 18, 2023Updated 2 years ago
- DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness (ICLR 2024)☆14Apr 22, 2024Updated last year
- Malware Bypass Research using Reinforcement Learning☆107Apr 22, 2024Updated last year
- Effects of packers on machine-learning-based malware classifiers that use only static analysis☆89Jun 17, 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
- ☆28Oct 21, 2020Updated 5 years ago
- the instructions about request access to AdvDroidZero☆13Apr 10, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- On Training Robust PDF Malware Classifiers (Usenix Security'20) https://arxiv.org/abs/1904.03542☆30Dec 27, 2021Updated 4 years ago
- [AdvML@KDD 2019] Robust Malware Detection Challenge☆18Nov 28, 2019Updated 6 years ago
- ☆32Jul 22, 2022Updated 3 years ago
- A neural approach to malware detection in portable executables☆81Mar 20, 2023Updated 3 years ago
- Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection☆77Oct 8, 2025Updated 5 months ago
- Framework for Adversarial Malware Evaluation.☆35Mar 31, 2025Updated 11 months ago
- ☆10Jun 16, 2022Updated 3 years ago
- 基于深度学习的恶意软件检测研究;MalConv;☆119Jun 22, 2022Updated 3 years ago
- ☆11Jan 5, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆13Dec 8, 2022Updated 3 years ago
- ☆80Dec 6, 2019Updated 6 years ago
- Dataset with labeled benign and malicious files 🗃️☆151Jul 19, 2023Updated 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 …☆92Mar 31, 2024Updated last year
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆39Aug 2, 2022Updated 3 years ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆148Nov 21, 2023Updated 2 years ago
- Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API cal…☆259Nov 22, 2021Updated 4 years ago
- FewShot Malware Classification based on API call sequences, also as code repo for "A Novel Few-Shot Malware Classification Approach for U…☆21Sep 18, 2021Updated 4 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆60Apr 29, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Official Repository of "Robust Malware Classification via Deep Graph Networks on Call Graph Topologies" (ESANN 2021)☆14Jun 16, 2023Updated 2 years ago
- A Benchmark Dataset for Trustworthy Malware Family Classification under Concept Drift☆18Mar 14, 2025Updated last year
- [IEEE S&P Workshop 2018] "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware" Abdullah Al-Dujaili, Alex Huang, Erik…☆110Jul 25, 2024Updated last year
- A large-scale database for graph representation learning☆55Oct 6, 2022Updated 3 years ago
- ☆632Nov 21, 2022Updated 3 years ago
- adversarial malware detection via a principled way☆24Apr 27, 2023Updated 2 years ago
- Reproduction of the paper//arxiv.org/pdf/1803.04173.pdf☆19May 21, 2018Updated 7 years ago