seclab-fudan / APIGraphLinks
Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors
☆91Updated 3 years ago
Alternatives and similar repositories for APIGraph
Users that are interested in APIGraph are comparing it to the libraries listed below
Sorting:
- TDSC 2022 | An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malwa…☆60Updated last year
- 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
- ☆22Updated 5 years ago
- A novel and interpretable ML-based approach to classify malware with high accuracy and explain the classification result meanwhile.☆28Updated 2 years ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆147Updated last year
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆36Updated 3 years ago
- A new version used Androguard but not Soot to realize MaMadroid。☆19Updated 4 years ago
- Drebin - NDSS 2014 Re-implementation☆106Updated 7 years ago
- ☆42Updated 4 years ago
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆39Updated 4 years ago
- revised☆22Updated 5 years ago
- MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis☆43Updated 5 years ago
- A Static Sensitive Subgraph-based Feature for Android Malware Detection☆11Updated 4 years ago
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆47Updated 3 years ago
- Continuous Learning for Android Malware Detection (USENIX Security 2023)☆72Updated 2 years ago
- ☆20Updated 3 years ago
- ☆13Updated 3 years ago
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆22Updated 3 years ago
- ☆16Updated 3 years ago
- Harmonious Unification of Cacophonous Anti-Virus Vendor Labels for Android Malware☆51Updated 6 years ago
- Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering☆13Updated 4 years ago
- A curated list of malware-related papers.☆33Updated last year
- the instructions about request access to AdvDroidZero☆12Updated last year
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆57Updated 2 years ago
- Discovering Malicious Functionality through Binary Reconstruction☆58Updated 4 years ago
- ☆138Updated 7 years ago
- Implementation of DeepIntent: Deep Icon-Behavior Learning for Detecting Intention-Behavior Discrepancy in Mobile Apps☆40Updated 3 years ago
- A Benchmark Dataset for Trustworthy Malware Family Classification under Concept Drift☆14Updated 6 months ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆73Updated 3 years ago
- ☆11Updated last year