friendllcc / DMalNet
☆17Updated 2 years ago
Alternatives and similar repositories for DMalNet:
Users that are interested in DMalNet are comparing it to the libraries listed below
- The code and data for Dynamic Malware Analysis with Feature Engineering and Feature Learning.☆29Updated 2 months ago
- ☆28Updated 2 years ago
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆43Updated 3 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆80Updated 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）☆29Updated 3 years ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆20Updated 2 years ago
- Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering☆12Updated 4 years ago
- ☆11Updated 3 years ago
- An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malware Detection…☆52Updated 11 months ago
- Discovering Malicious Functionality through Binary Reconstruction☆52Updated 3 years ago
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆36Updated 3 years ago
- A Benchmark Dataset for Trustworthy Malware Family Classification under Concept Drift☆11Updated 3 weeks ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆55Updated last year
- Official implementation of Prompt Engineering-assisted Malware Dynamic Analysis Using GPT-4☆27Updated last year
- A new version used Androguard but not Soot to realize MaMadroid。☆19Updated 3 years ago
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆35Updated 2 years ago
- ☆12Updated 5 years ago
- ☆21Updated 4 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆69Updated 2 years ago
- Codes for AICS'2019 challenge problem☆22Updated 5 years ago
- DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness (ICLR 2024)☆12Updated 9 months ago
- Evading Provenance-Based ML Detectors with Adversarial System Actions☆28Updated 5 months ago
- ☆10Updated last year
- ☆54Updated 9 months 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…☆31Updated 3 years ago
- FewShot Malware Classification based on API call sequences, also as code repo for "A Novel Few-Shot Malware Classification Approach for U…☆17Updated 3 years ago
- ☆34Updated 3 years ago
- ☆67Updated last year
- ☆26Updated 5 years ago