k8scat / AliyunSecurityMaliwareDetection
天池新手赛 - 阿里云安全恶意程序检测
☆9Updated 5 years ago
Alternatives and similar repositories for AliyunSecurityMaliwareDetection:
Users that are interested in AliyunSecurityMaliwareDetection are comparing it to the libraries listed below
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆57Updated 2 years ago
- 2021 CCF BDCI 数字安全公开赛“基于人工智能的恶意软件家族分类”赛题第二名Petrichor战队解决方案☆20Updated 3 years ago
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆135Updated 2 years ago
- Source code for 'Lemna: Explaining deep learning based security applications'.☆22Updated 4 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
- 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…☆34Updated 3 years ago
- Code of "MalDetect: A Structure of Encrypted Malware Traffic Detection"☆15Updated 5 years ago
- 使用安卓Opcode字节码的N-gram序列特征进行恶意软件检测的完全步骤，使用算法RF，KNN☆19Updated 4 years ago
- DataCon大数据安全分析大赛，2019年方向二（恶意代码检测）冠军源码、2020年方向五（恶意代码分析）季军源码☆105Updated 4 years ago
- 基于深度学习的恶意软件检测研究；MalConv;☆99Updated 2 years ago
- Codes for AICS'2019 challenge problem☆22Updated 5 years ago
- An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malware Detection…☆56Updated last year
- ☆11Updated 3 years ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆141Updated last year
- The code and data for Dynamic Malware Analysis with Feature Engineering and Feature Learning.☆29Updated 3 months ago
- adversarial malware detection via a principled way☆20Updated last year
- ☆19Updated 4 years ago
- 本科毕业设计_恶意代码检测分类平台☆38Updated 5 years ago
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆12Updated 5 years ago
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆20Updated 3 years ago
- ☆12Updated 5 years ago
- This resource mainly counts papers related to APT attacks, including APT traceability, APT knowledge graph construction, APT malicious sa…☆208Updated 11 months ago
- IDS abnormal traffic detection tensorflow☆39Updated 5 years ago
- ☆60Updated 7 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆84Updated 2 years ago
- An automatic packet crafting tool for evading learning-based NIDS☆77Updated 3 years ago
- This project contains 10010 ELF files (6165 IoT Botnet of different variant and 3845 benign files)☆8Updated 5 years ago
- [IEEE S&P Workshop 2018] "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware" Abdullah Al-Dujaili, Alex Huang, Erik…☆106Updated 8 months ago
- Traffic analysis for Tor-based malware detection and classification☆39Updated last year
- 基于IDS 2018数据集使用LightGBM和XGBoost实现DDoS流量分类 sFlow RT&Mininet流量采集与分类 杭电综合项目实践☆27Updated 4 years ago