sontung / drebin-malwares
Malware detection using the Drebin dataset
☆21Updated last year
Alternatives and similar repositories for drebin-malwares:
Users that are interested in drebin-malwares are comparing it to the libraries listed below
- Drebin - NDSS 2014 Re-implementation☆105Updated 7 years ago
- An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malware Detection…☆52Updated 10 months ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆80Updated 2 years ago
- ☆21Updated 4 years ago
- Harmonious Unification of Cacophonous Anti-Virus Vendor Labels for Android Malware☆46Updated 5 years ago
- A novel and interpretable ML-based approach to classify malware with high accuracy and explain the classification result meanwhile.☆27Updated 2 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆55Updated last year
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆12Updated 5 years ago
- MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis☆41Updated 4 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☆44Updated last year
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆135Updated last year
- The repository contains the python implementation of the Android Malware Detection paper: "Empirical assessment of machine learning-based…☆24Updated 7 years ago
- ☆59Updated 6 years ago
- revised☆21Updated 4 years ago
- ☆18Updated last year
- Downloads apks from androzoo repository https://androzoo.uni.lu/☆119Updated 2 years ago
- ☆14Updated 6 years ago
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆36Updated 3 years ago
- A new version used Androguard but not Soot to realize MaMadroid。☆19Updated 3 years ago
- ☆34Updated 3 years ago
- adversarial malware detection via a principled way☆19Updated last year
- Mining API-Level Features for Robust Malware Detection in Android☆24Updated 7 years ago
- Android Malware Detection using Deep Learning☆51Updated 5 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆57Updated 2 years ago
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆35Updated 2 years ago
- Discovering Malicious Functionality through Binary Reconstruction☆51Updated 3 years ago
- [IEEE S&P Workshop 2018] "Adversarial Deep Learning for Robust Detection of Binary Encoded Malware" Abdullah Al-Dujaili, Alex Huang, Erik…☆105Updated 5 months ago
- the instructions about request access to AdvDroidZero☆10Updated 9 months ago
- Malware detection in android using permissions, API calls, CFGs as features☆16Updated 7 years ago
- On Training Robust PDF Malware Classifiers (Usenix Security'20) https://arxiv.org/abs/1904.03542☆29Updated 3 years ago