Trustworthy-Software / DexRay
☆21Updated last year
Alternatives and similar repositories for DexRay:
Users that are interested in DexRay are comparing it to the libraries listed below
- A novel and interpretable ML-based approach to classify malware with high accuracy and explain the classification result meanwhile.☆27Updated 2 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☆47Updated last year
- An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malware Detection…☆53Updated last year
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆37Updated 3 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆82Updated 2 years ago
- A new version used Androguard but not Soot to realize MaMadroid。☆19Updated 3 years ago
- A Static Sensitive Subgraph-based Feature for Android Malware Detection☆11Updated 3 years ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆138Updated last year
- ☆34Updated 3 years ago
- MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis☆42Updated 4 years ago
- revised☆21Updated 4 years ago
- Drebin - NDSS 2014 Re-implementation☆106Updated 7 years ago
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆35Updated 2 years ago
- Android Malware Detection using Deep Learning☆51Updated 5 years ago
- ☆16Updated 2 years ago
- Continuous Learning for Android Malware Detection (USENIX Security 2023)☆65Updated last year
- ☆21Updated 4 years ago
- ☆59Updated 6 years ago
- ☆13Updated 3 years ago
- CNN based android malware detection system☆22Updated 5 years ago
- Explainable AI for Android Malware Detection: Towards Understanding Why the Models Perform So Well?☆13Updated 2 years ago
- Harmonious Unification of Cacophonous Anti-Virus Vendor Labels for Android Malware☆46Updated 5 years ago
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆12Updated 5 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆55Updated last year
- Extract call graph from apks using Flowdroid.☆19Updated 4 years ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆21Updated 2 years ago
- A curated list of malware-related papers.☆23Updated last year
- Implementation of DeepIntent: Deep Icon-Behavior Learning for Detecting Intention-Behavior Discrepancy in Mobile Apps☆36Updated 2 years ago
- Downloads apks from androzoo repository https://androzoo.uni.lu/☆119Updated 2 years ago
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆44Updated 3 years ago