xvshiting / MFC-CNN
A malware family classification model based on CNN
☆24Updated 2 years ago
Alternatives and similar repositories for MFC-CNN:
Users that are interested in MFC-CNN are comparing it to the libraries listed below
- ☆29Updated 2 years ago
- With the growth of mobile devices and applications, the number of malicious software, or malware, is rapidly increasing in recent years, …☆22Updated 5 years ago
- Discovering Malicious Functionality through Binary Reconstruction☆53Updated 3 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆70Updated 2 years ago
- The code and data for Dynamic Malware Analysis with Feature Engineering and Feature Learning.☆29Updated 3 months ago
- Malware Classification using Machine learning☆71Updated 4 months ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆21Updated 3 years ago
- Transfer Learning for Image-Based Malware Classification☆46Updated 3 years ago
- ☆50Updated 9 years ago
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆45Updated 3 years ago
- revised☆21Updated 4 years ago
- Reproduction of the paper//arxiv.org/pdf/1803.04173.pdf☆18Updated 6 years ago
- ☆28Updated 4 years ago
- Malware detection demo using machine learning.☆25Updated 7 years ago
- Training Vision Transformers from Scratch for Malware Classification☆28Updated 3 years ago
- Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering☆12Updated 4 years ago
- ☆15Updated 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…☆34Updated 3 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 …☆77Updated 11 months ago
- Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection☆62Updated 4 years ago
- A neural approach to malware detection in portable executables☆78Updated 2 years ago
- Dataset containing thousands of malware and goodware collected in the Brazilian cyberspace over years.☆19Updated 4 years ago
- ☆11Updated 3 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆83Updated 2 years ago
- ☆26Updated 5 years ago
- Drebin - NDSS 2014 Re-implementation☆106Updated 7 years ago
- ☆21Updated 4 years ago
- ☆59Updated 7 years ago
- Effects of packers on machine-learning-based malware classifiers that use only static analysis☆85Updated 9 months ago
- Classifying malware families by converting their binaries to images and then applying Convolutional Neural Network solutions.☆13Updated 3 years ago