Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)
☆22Mar 17, 2022Updated 3 years ago
Alternatives and similar repositories for MCBG
Users that are interested in MCBG are comparing it to the libraries listed below
Sorting:
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆39Aug 2, 2022Updated 3 years ago
- ☆11Jan 5, 2022Updated 4 years ago
- Official Repository of "Robust Malware Classification via Deep Graph Networks on Call Graph Topologies" (ESANN 2021)☆14Jun 16, 2023Updated 2 years ago
- Official code for the paper entitled "Enhancing Android Malware Detection with Adversarial Purification against Evasion Attacks"☆31Apr 15, 2025Updated 10 months ago
- ☆21Sep 5, 2022Updated 3 years ago
- ☆11Jun 15, 2022Updated 3 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆75Sep 2, 2022Updated 3 years ago
- ☆10Jun 16, 2022Updated 3 years ago
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆48Jan 10, 2022Updated 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 …☆91Mar 31, 2024Updated last year
- ☆32Jul 22, 2022Updated 3 years ago
- ☆16Jul 17, 2021Updated 4 years ago
- A Benchmark Dataset for Trustworthy Malware Family Classification under Concept Drift☆17Mar 14, 2025Updated 11 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…☆38Jul 25, 2021Updated 4 years ago
- Defense from the 2020 Microsoft Evasion Competition☆17Apr 27, 2021Updated 4 years ago
- 当人工智能遇上安全系列博客及开源代码分享，希望您喜欢~☆19May 20, 2024Updated last year
- ☆18Apr 4, 2021Updated 4 years ago
- 该资源详细介绍Powershell脚本混淆、解混淆、抽象语法树提取、token提取、恶意性检测等内容，希望对您有所帮助！☆21May 4, 2022Updated 3 years ago
- Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"☆56May 14, 2024Updated last year
- Effects of packers on machine-learning-based malware classifiers that use only static analysis☆89Jun 17, 2024Updated last year
- BE-PUM (Binary Emulation for PUshdown Model) is a project for analyzing and detecting binary files. Its main focus is on generating CFG (…☆20Dec 25, 2017Updated 8 years ago
- Discovering Malicious Functionality through Binary Reconstruction☆59Sep 2, 2021Updated 4 years ago
- ☆40Dec 31, 2025Updated 2 months ago
- 基于深度学 习的恶意软件检测研究；MalConv;☆118Jun 22, 2022Updated 3 years ago
- ☆28Oct 21, 2020Updated 5 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）☆36Dec 27, 2021Updated 4 years ago
- Code for the paper "EMBERSim: A Large-Scale Databank for Boosting Similarity Search in Malware Analysis"☆39Oct 5, 2023Updated 2 years ago
- Transformer Neural Network for Dynamic Malware Detection☆38Jan 29, 2026Updated last month
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆148Nov 21, 2023Updated 2 years ago
- Official code of Callee: Recovering Call Graphs for Binaries with Transfer and Contrastive Learning☆43Dec 17, 2023Updated 2 years ago
- A neural approach to malware detection in portable executables☆80Mar 20, 2023Updated 2 years ago
- 该资源是各种溯源图相关的论文和资源总结（含PPT），涉及APT攻击检测、入侵检测、流量日志检测、系统安全等领域，希望对大家有所帮助~☆168Oct 26, 2023Updated 2 years ago
- ☆42Aug 6, 2021Updated 4 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆93Sep 23, 2022Updated 3 years ago
- 使用卷积神经网络识别恶意软件，其特点是把文件的每个字节都当做输入☆16Oct 14, 2024Updated last year
- Efficient Secure Aggregation for Privacy-Preserving Federated Machine Learning☆15Aug 21, 2025Updated 6 months ago
- malicious PowerShell script detection model☆43Aug 30, 2021Updated 4 years ago
- ☆10Mar 31, 2022Updated 3 years ago
- ☆13Aug 25, 2021Updated 4 years ago