bazinho / MalImgLinks
Visual malware classification experiments using deep learning techniques.
☆13Updated 7 years ago
Alternatives and similar repositories for MalImg
Users that are interested in MalImg are comparing it to the libraries listed below
Sorting:
- Transfer Learning for Image-Based Malware Classification☆46Updated 3 years ago
- Multi-class malware classification using Deep Learning☆76Updated 5 years ago
- Firstly, we generate images from benign and malware executable files. Secondly, by using deep learning, we train a model to detect malwar…☆73Updated 5 years ago
- Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API cal…☆249Updated 3 years ago
- Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification☆173Updated 2 years ago
- Malware Classification using Machine learning☆74Updated 11 months ago
- A neural approach to malware detection in portable executables☆79Updated 2 years ago
- ☆28Updated 5 years ago
- ☆26Updated 6 years ago
- This is the implementation of MalConv proposed in [Malware Detection by Eating a Whole EXE](https://arxiv.org/abs/1710.09435) and its adv…☆90Updated 7 years ago
- The code and data for Dynamic Malware Analysis with Feature Engineering and Feature Learning.☆34Updated 10 months ago
- [IEEE S&P Workshop 2018] "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware" Abdullah Al-Dujaili, Alex Huang, Erik…☆109Updated last year
- 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…☆35Updated 4 years ago
- Reproduction of the paper//arxiv.org/pdf/1803.04173.pdf☆18Updated 7 years ago
- ☆31Updated 3 years ago
- A malware family classification model based on CNN☆25Updated 2 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆57Updated 2 years ago
- Malware detection demo using machine learning.☆25Updated 7 years ago
- 基于卷积神经网络的恶意软件检测方法☆54Updated 6 years ago
- ☆59Updated 7 years ago
- Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API cal…☆80Updated 5 years ago
- 使用Bert做embedding,结合BiLSTM做恶意软件的多分类任务☆42Updated 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…☆19Updated 4 years ago
- ☆34Updated 5 years ago
- Dataset containing thousands of malware and goodware collected in the Brazilian cyberspace over years.☆20Updated 4 years ago
- Training Vision Transformers from Scratch for Malware Classification☆29Updated 4 years ago
- 恶意软件检测系统后端代码☆12Updated 4 years ago
- ☆36Updated last year
- Malware Detection and Classification Using Machine Learning☆341Updated 8 years ago
- Malware Detection using Convolutional Neural Networks☆13Updated 2 years ago