vasilisprf / Android-Malware-Detection-Adversarial-ExamplesLinks
Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms
☆12Updated 5 years ago
Alternatives and similar repositories for Android-Malware-Detection-Adversarial-Examples
Users that are interested in Android-Malware-Detection-Adversarial-Examples are comparing it to the libraries listed below
Sorting:
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆57Updated 2 years ago
- Drebin - NDSS 2014 Re-implementation☆106Updated 7 years ago
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆39Updated 4 years ago
- TDSC 2022 | An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malwa…☆60Updated last year
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆91Updated 3 years ago
- 🤖Android malware detection using deep learning, contains android malware samples, papers, tools etc.🐛☆178Updated 4 years ago
- Android Malware detection using Deep Learning Hybrid Model.☆24Updated 7 years ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆147Updated last year
- Android Malware Detection using Deep Learning☆54Updated 6 years ago
- 从Androzoo下载数据集,区分年份以及良性/恶意应用,支持协程、代理、断点继续、错误重试等☆51Updated last year
- MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis☆43Updated 5 years ago
- ☆22Updated 5 years ago
- Downloads apks from androzoo repository https://androzoo.uni.lu/☆124Updated 2 years ago
- ☆60Updated 7 years ago
- A new version used Androguard but not Soot to realize MaMadroid。☆19Updated 4 years ago
- Mining API-Level Features for Robust Malware Detection in Android☆24Updated 7 years ago
- Malware detection using the Drebin dataset☆21Updated 2 years ago
- ☆42Updated 4 years ago
- ☆14Updated 7 years ago
- revised☆22Updated 5 years ago
- Android malware detection using static and dynamic analysis☆39Updated 6 years ago
- Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering☆13Updated 4 years ago
- Malware detection in android using permissions, API calls, CFGs as features☆17Updated 7 years ago
- Harmonious Unification of Cacophonous Anti-Virus Vendor Labels for Android Malware☆51Updated 6 years ago
- ☆16Updated 4 years ago
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆36Updated 3 years ago
- Explainable AI for Android Malware Detection: Towards Understanding Why the Models Perform So Well?☆14Updated 3 years ago
- ☆13Updated 2 years ago
- [IEEE S&P Workshop 2018] "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware" Abdullah Al-Dujaili, Alex Huang, Erik…☆109Updated last year
- the instructions about request access to AdvDroidZero☆12Updated last year