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☆246Nov 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…☆51Apr 15, 2025Updated last year
- 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"☆51Jan 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
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆18Apr 4, 2021Updated 5 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☆90Jun 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 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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☆79Oct 8, 2025Updated 6 months ago
- Framework for Adversarial Malware Evaluation.☆36Mar 31, 2025Updated last year
- ☆10Jun 16, 2022Updated 3 years ago
- A Python 3 library to interact with VirusShare API v2.☆17Aug 12, 2020Updated 5 years ago
- Seminar 2022☆23Mar 19, 2026Updated last month
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 基于深度学习的恶意软件检测研究；MalConv;☆120Jun 22, 2022Updated 3 years ago
- ☆11Jan 5, 2022Updated 4 years ago
- ☆13Dec 8, 2022Updated 3 years ago
- ☆81Dec 6, 2019Updated 6 years ago
- Dataset with labeled benign and malicious files 🗃️☆154Jul 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 2 years ago
- [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…☆256Nov 22, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆60Apr 29, 2022Updated 3 years ago
- 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☆54Oct 6, 2022Updated 3 years ago
- ☆631Nov 21, 2022Updated 3 years ago
- adversarial malware detection via a principled way☆24Apr 27, 2023Updated 2 years ago