friendllcc / Malware-Detection-API-Sequence-Intrinsic-Features
☆27Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for Malware-Detection-API-Sequence-Intrinsic-Features
- The code and data for Dynamic Malware Analysis with Feature Engineering and Feature Learning.☆28Updated 4 years ago
- ☆16Updated 2 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）☆29Updated 2 years ago
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆41Updated 2 years ago
- Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering☆12Updated 3 years ago
- FewShot Malware Classification based on API call sequences, also as code repo for "A Novel Few-Shot Malware Classification Approach for U…☆17Updated 3 years ago
- Discovering Malicious Functionality through Binary Reconstruction☆51Updated 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…☆31Updated 3 years ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆18Updated 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 …☆73Updated 7 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…☆13Updated 3 years ago
- Transfer Learning for Image-Based Malware Classification☆47Updated 2 years ago
- Malware Classification using Machine learning☆69Updated 2 weeks ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆68Updated 2 years ago
- Benign .NET files☆31Updated 3 months ago
- Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"☆48Updated 6 months ago
- ☆11Updated 2 years ago
- Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection☆59Updated 3 years ago
- Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API cal…☆229Updated 3 years ago
- A neural approach to malware detection in portable executables☆76Updated last year
- Dataset containing thousands of malware and goodware collected in the Brazilian cyberspace over years.☆18Updated 3 years ago
- Reproduction of the paper//arxiv.org/pdf/1803.04173.pdf☆18Updated 6 years ago
- ☆14Updated 3 years ago
- [IEEE S&P Workshop 2018] "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware" Abdullah Al-Dujaili, Alex Huang, Erik…☆102Updated 3 months ago
- Training Vision Transformers from Scratch for Malware Classification☆26Updated 3 years ago
- This repository contains experiments for different publications at the intersection of Computer Vision and Computer Security.☆24Updated 9 months ago
- ☆14Updated 3 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆78Updated 2 years ago
- Dataset with labeled benign and malicious files 🗃️☆100Updated last year
- ☆33Updated 3 months ago