xvshiting / MFC-CNN
A malware family classification model based on CNN
☆23Updated 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
- Reproduction of the paper//arxiv.org/pdf/1803.04173.pdf☆18Updated 6 years ago
- Discovering Malicious Functionality through Binary Reconstruction☆51Updated 3 years ago
- With the growth of mobile devices and applications, the number of malicious software, or malware, is rapidly increasing in recent years, …☆21Updated 5 years ago
- ☆50Updated 8 years ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆20Updated 2 years ago
- Malware detection demo using machine learning.☆24Updated 6 years ago
- Training Vision Transformers from Scratch for Malware Classification☆27Updated 3 years ago
- Transfer Learning for Image-Based Malware Classification☆47Updated 2 years ago
- ☆59Updated 6 years ago
- Malware Classification using Machine learning☆70Updated 2 months ago
- ☆27Updated 2 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
- ☆27Updated 4 years ago
- [IEEE S&P Workshop 2018] "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware" Abdullah Al-Dujaili, Alex Huang, Erik…☆105Updated 5 months ago
- Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API cal…☆81Updated 4 years ago
- 基于卷积神经网络的恶意软件检测方法☆49Updated 5 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆69Updated 2 years ago
- Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering☆12Updated 4 years ago
- Drebin - NDSS 2014 Re-implementation☆105Updated 7 years ago
- Effects of packers on machine-learning-based malware classifiers that use only static analysis☆84Updated 7 months ago
- IoT Security Reading List☆62Updated 4 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 …☆75Updated 9 months ago
- The repository contains the python implementation of the Android Malware Detection paper: "Empirical assessment of machine learning-based…☆24Updated 7 years ago
- Classifying malware families by converting their binaries to images and then applying Convolutional Neural Network solutions.☆13Updated 3 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 3 years ago
- Dataset containing thousands of malware and goodware collected in the Brazilian cyberspace over years.☆19Updated 4 years ago
- ☆14Updated 6 years ago
- 2021 CCF BDCI 数字安全公开赛“基于人工智能的恶意软件家族分类”赛题第二名Petrichor战队解决方案☆21Updated 2 years ago
- The code and data for Dynamic Malware Analysis with Feature Engineering and Feature Learning.☆29Updated last month
- Firstly, we generate images from benign and malware executable files. Secondly, by using deep learning, we train a model to detect malwar…☆75Updated 5 years ago