rickyxume / MalwareViT
Training Vision Transformers from Scratch for Malware Classification
☆26Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for MalwareViT
- Malware Classification using Machine learning☆69Updated last week
- [AdvML@KDD 2019] Robust Malware Detection Challenge☆17Updated 4 years ago
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆41Updated 2 years ago
- Transfer Learning for Image-Based Malware Classification☆47Updated 2 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆67Updated 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)☆28Updated 2 years ago
- This repository contains scripts and dataset for a Apt Identification Triage System☆14Updated 5 years ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆18Updated 2 years ago
- ☆14Updated 3 years ago
- ☆27Updated 4 years ago
- This repository contains experiments for different publications at the intersection of Computer Vision and Computer Security.☆24Updated 9 months ago
- The code and data for Dynamic Malware Analysis with Feature Engineering and Feature Learning.☆27Updated 4 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…☆40Updated last year
- Classifying malware families by converting their binaries to images and then applying Convolutional Neural Network solutions.☆13Updated 3 years ago
- Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection☆59Updated 3 years ago
- ☆27Updated 2 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
- Drebin - NDSS 2014 Re-implementation☆103Updated 6 years ago
- ☆16Updated 2 years ago
- Code for Benchmarking two ML Approaches performing Authorship Attribution☆35Updated 2 years ago
- 使用Bert做embedding,结合BiLSTM做恶意软件的多分类任务☆41Updated 4 years ago
- ☆16Updated 2 years ago
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆33Updated 2 years ago
- Official Repository of "Robust Malware Classification via Deep Graph Networks on Call Graph Topologies" (ESANN 2021)☆11Updated last year
- A neural approach to malware detection in portable executables☆76Updated last year
- 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
- 基于深度学习的恶意软件检测研究;MalConv;☆84Updated 2 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
- A malware family classification model based on CNN☆23Updated 2 years ago