rickyxume / MalwareViTLinks
Training Vision Transformers from Scratch for Malware Classification
☆29Updated 3 years ago
Alternatives and similar repositories for MalwareViT
Users that are interested in MalwareViT are comparing it to the libraries listed below
Sorting:
- Malware Classification using Machine learning☆73Updated 8 months ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆71Updated 2 years ago
- Transfer Learning for Image-Based Malware Classification☆46Updated 3 years ago
- Reproduction of the paper//arxiv.org/pdf/1803.04173.pdf☆18Updated 7 years ago
- This repository contains scripts and dataset for a Apt Identification Triage System☆15Updated 5 years ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆21Updated 3 years ago
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆46Updated 3 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
- Code for Benchmarking two ML Approaches performing Authorship Attribution☆37Updated 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）☆31Updated 3 years ago
- [AdvML@KDD 2019] Robust Malware Detection Challenge☆17Updated 5 years ago
- ☆31Updated 2 years ago
- MAB-Malware an open-source reinforcement learning framework to generate AEs for PE malware. We model this problem as a classic multi-arme…☆45Updated 3 months 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…☆35Updated 3 years ago
- Official Repository of "Robust Malware Classification via Deep Graph Networks on Call Graph Topologies" (ESANN 2021)☆13Updated 2 years ago
- Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API cal…☆243Updated 3 years ago
- ☆28Updated 4 years ago
- With the growth of mobile devices and applications, the number of malicious software, or malware, is rapidly increasing in recent years, …☆24Updated 5 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 …☆83Updated last year
- Discovering Malicious Functionality through Binary Reconstruction☆55Updated 3 years ago
- 基于深度学习的恶意软件检测研究；MalConv;☆103Updated 3 years ago
- Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection☆70Updated 4 years ago
- ☆26Updated 6 years ago
- On Training Robust PDF Malware Classifiers (Usenix Security'20) https://arxiv.org/abs/1904.03542☆29Updated 3 years ago
- ☆13Updated 6 years ago
- Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"☆53Updated last year
- A malware family classification model based on CNN☆25Updated 2 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…☆88Updated 6 years ago
- [IEEE S&P Workshop 2018] "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware" Abdullah Al-Dujaili, Alex Huang, Erik…☆106Updated 11 months ago
- Automatic Malware Signature Generation Tool☆16Updated 3 years ago