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）
☆37Dec 27, 2021Updated 4 years ago
Alternatives and similar repositories for MalFusionFSL
Users that are interested in MalFusionFSL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- FewShot Malware Classification based on API call sequences, also as code repo for "A Novel Few-Shot Malware Classification Approach for U…☆21Sep 18, 2021Updated 4 years ago
- ☆28Oct 21, 2020Updated 5 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆75Sep 2, 2022Updated 3 years ago
- Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering☆13Dec 27, 2020Updated 5 years ago
- ☆18Apr 4, 2021Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 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…☆39Jul 25, 2021Updated 4 years ago
- ☆14Jul 14, 2019Updated 6 years ago
- 本科毕业设计，参考LENET-5模型，将恶意软件转化为灰度图，通过卷积神经网络实现了恶意软件检测分类，准确率达98%。☆27Jul 4, 2020Updated 5 years ago
- Official Repository of "Robust Malware Classification via Deep Graph Networks on Call Graph Topologies" (ESANN 2021)☆14Jun 16, 2023Updated 2 years ago
- ☆16Jun 22, 2022Updated 3 years ago
- ☆11Jan 5, 2022Updated 4 years ago
- 结合cuckoo沙箱调用及报告处理实现基于API调用序列和网络流量的恶意代码检测☆13May 14, 2022Updated 3 years ago
- 恶意软件家族样本识别/分类器☆13Aug 26, 2021Updated 4 years ago
- Optimizer for Malware Detection. Api Calls Sequence of Benign Files are provided.☆15Sep 7, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- DigDog-基于深度学习和内存取证技术的恶意软件检测框架☆10Mar 14, 2023Updated 3 years ago
- ☆32Jul 22, 2022Updated 3 years ago
- 使用Bert做embedding，结合BiLSTM做恶意软件的多分类任务☆42Nov 18, 2020Updated 5 years ago
- A Benchmark Dataset for Trustworthy Malware Family Classification under Concept Drift☆18Mar 14, 2025Updated last year
- The code and data for Dynamic Malware Analysis with Feature Engineering and Feature Learning.☆33Dec 9, 2024Updated last year
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆39Aug 2, 2022Updated 3 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆95Sep 23, 2022Updated 3 years ago
- API2Vec: Learning Representations of API Sequences for Malware Detection☆15Mar 10, 2024Updated 2 years ago
- ☆21Sep 5, 2022Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆148Nov 21, 2023Updated 2 years ago
- 毕方智能云沙箱(Bold-Falcon)是一个开源的自动化恶意软件分析系统;☆162Mar 30, 2023Updated 3 years ago
- Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API cal…☆256Nov 22, 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
- Malware Classification using Machine learning☆77Nov 9, 2024Updated last year
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆22Mar 17, 2022Updated 4 years ago
- An attempt to detect malware using Opcodes and Hexadecimal Instructions.☆32Sep 6, 2021Updated 4 years ago
- Journal Article: Telematics and Informatics Reports☆12Jun 18, 2023Updated 2 years ago
- Grey-box fuzzer SIVO☆13Jul 11, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Visual malware classification experiments using deep learning techniques.☆12Jan 17, 2018Updated 8 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 …☆92Mar 31, 2024Updated 2 years ago
- Exercises for practicing MLSec for Systems Security☆10Sep 2, 2024Updated last year
- 基于恶意样本的图像化，对恶意代码进行机器学习并进行检测☆11Mar 25, 2018Updated 8 years ago
- ☆11Jul 8, 2024Updated last year
- ☆11Nov 14, 2024Updated last year
- Additional code and data for the automated malware generation paper☆13May 4, 2024Updated last year