TDSC 2022 | An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malware Detection"
☆67Feb 21, 2024Updated 2 years ago
Alternatives and similar repositories for MsDroid
Users that are interested in MsDroid are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆39Aug 2, 2021Updated 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☆57Oct 19, 2023Updated 2 years ago
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆95Sep 23, 2022Updated 3 years ago
- MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis☆47Apr 24, 2020Updated 6 years ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆148Nov 21, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- CCS 2023 | Explainable malware and vulnerability detection with XAI in paper "FINER: Enhancing State-of-the-art Classifiers with Feature …☆11Aug 20, 2024Updated last year
- ☆14Sep 28, 2023Updated 2 years ago
- A new version used Androguard but not Soot to realize MaMadroid。☆19Mar 17, 2021Updated 5 years ago
- A Comprehensive Study of Learning-based Android Malware Detectors under Challenging Environments☆14Apr 2, 2024Updated 2 years ago
- Extract call graph from apks using Flowdroid.☆20Jun 11, 2020Updated 5 years ago
- A Practical Deep Learning-based Android Malware Detection System☆15Nov 4, 2022Updated 3 years ago
- Harmonious Unification of Cacophonous Anti-Virus Vendor Labels for Android Malware☆53Jul 4, 2019Updated 6 years ago
- ☆16Jun 22, 2022Updated 3 years ago
- A Static Sensitive Subgraph-based Feature for Android Malware Detection☆11Aug 27, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- deep learning, malware detection, predictive uncertainty, dataset shift, calibration, uncertainty quantification, android malware☆17Nov 30, 2021Updated 4 years ago
- ☆13Jan 30, 2022Updated 4 years ago
- ☆43Aug 6, 2021Updated 4 years ago
- Additional code and data for the automated malware generation paper☆13May 4, 2024Updated 2 years ago
- One script to create a permission-based dataset of android applications for your next ML Malware Detection gizmo.☆18Dec 1, 2022Updated 3 years ago
- the instructions about request access to AdvDroidZero☆13Apr 10, 2024Updated 2 years ago
- ☆11Jul 8, 2024Updated last year
- ☆25Aug 8, 2025Updated 8 months ago
- revised☆23Jul 26, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆59Mar 11, 2018Updated 8 years ago
- A novel and interpretable ML-based approach to classify malware with high accuracy and explain the classification result meanwhile.☆29Nov 23, 2022Updated 3 years ago
- CNN based android malware detection system☆22Aug 12, 2019Updated 6 years ago
- Official code for the paper entitled "Enhancing Android Malware Detection with Adversarial Purification against Evasion Attacks"☆32Apr 15, 2025Updated last year
- Extract both control flow graphs and code parts from APK based on API calls.☆19Mar 22, 2023Updated 3 years ago
- Popular Android malware datasets☆172Oct 10, 2018Updated 7 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆60Apr 29, 2022Updated 4 years ago
- Evaluation of ML models in Android malware classification, adversarial attacks on DNNs & defense mechanisms☆13Jan 14, 2020Updated 6 years ago
- Android malware detection using static and dynamic analysis☆41Apr 16, 2019Updated 7 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Downloads apks from androzoo repository https://androzoo.uni.lu/☆131Dec 27, 2022Updated 3 years ago
- Implementation of DeepIntent: Deep Icon-Behavior Learning for Detecting Intention-Behavior Discrepancy in Mobile Apps☆41Apr 13, 2022Updated 4 years ago
- ☆30Jan 17, 2024Updated 2 years ago
- 基于深度学习的恶意软件检测研究；MalConv;☆120Jun 22, 2022Updated 3 years ago
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆146Mar 25, 2023Updated 3 years ago
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆51Jan 10, 2022Updated 4 years ago
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆40Aug 2, 2022Updated 3 years ago