Papers, code and datasets about deep learning for Android malware defenses and malware detection
☆151Nov 21, 2023Updated 2 years ago
Alternatives and similar repositories for DL-based-Android-Malware-Defenses-review
Users that are interested in DL-based-Android-Malware-Defenses-review 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 5 years ago
- TDSC 2022 | An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malwa…☆68Feb 21, 2024Updated 2 years ago
- 🤖Android malware detection using deep learning, contains android malware samples, papers, tools etc.🐛☆180Oct 12, 2020Updated 6 years ago
- ☆19Apr 4, 2021Updated 5 years ago
- Android Malware detection using Deep Learning Hybrid Model.☆24Mar 28, 2018Updated 8 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆98Sep 23, 2022Updated 4 years ago
- the instructions about request access to AdvDroidZero☆13Apr 10, 2024Updated 2 years ago
- ☆44Aug 6, 2021Updated 5 years ago
- ☆57Mar 11, 2018Updated 8 years ago
- A Practical Deep Learning-based Android Malware Detection System☆15Nov 4, 2022Updated 3 years ago
- Android malware detection using static and dynamic analysis☆40Apr 16, 2019Updated 7 years ago
- adversarial malware detection via a principled way☆24Apr 27, 2023Updated 3 years ago
- ☆10Feb 19, 2024Updated 2 years ago
- This repository is for reviewers to check the code of KDD2021 Dr.Droid☆19May 28, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Explainable AI for Android Malware Detection: Towards Understanding Why the Models Perform So Well?☆15Aug 24, 2022Updated 4 years ago
- Popular Android malware datasets☆175Oct 10, 2018Updated 8 years ago
- CNN based android malware detection system☆22Aug 12, 2019Updated 7 years ago
- ☆15Sep 28, 2023Updated 3 years ago
- Malware detection in android using permissions, API calls, CFGs as features☆18Oct 10, 2017Updated 9 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆58Mar 24, 2023Updated 3 years ago
- ☆25Aug 8, 2025Updated last year
- revised☆24Jul 26, 2020Updated 6 years ago
- Effectiveness of additional training of an ANN based model in detectining android malware☆16Aug 7, 2019Updated 7 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆13Jan 30, 2022Updated 4 years ago
- Code for Deep Android Malware Detection paper☆179Nov 25, 2017Updated 8 years ago
- Structural Attack against Graph-based Android Malware Detection System☆21May 20, 2026Updated 4 months ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆77Sep 2, 2022Updated 4 years ago
- Mining API-Level Features for Robust Malware Detection in Android☆24Jan 10, 2018Updated 8 years ago
- Code from the paper: Neurlux: Dynamic Malware Analysis Without Feature Engineering☆13Dec 27, 2020Updated 5 years ago
- Drebin - NDSS 2014 Re-implementation☆107Dec 20, 2017Updated 8 years ago
- 提取安卓软件的n-gram特征☆24Aug 5, 2018Updated 8 years ago
- Implementation of DeepIntent: Deep Icon-Behavior Learning for Detecting Intention-Behavior Discrepancy in Mobile Apps☆41Apr 13, 2022Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 基于深度学习的恶意软件检测研究;MalConv;☆120Jun 22, 2022Updated 4 years ago
- A Federated Learning based Android Malware Classification System☆28Feb 15, 2024Updated 2 years ago
- CCS 2023 | Explainable malware and vulnerability detection with XAI in paper "FINER: Enhancing State-of-the-art Classifiers with Feature …☆12Aug 20, 2024Updated 2 years ago
- Code for the paper Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers☆60Apr 29, 2022Updated 4 years ago
- A curated list of malware-related papers.☆36Feb 28, 2024Updated 2 years ago
- [AdvML@KDD 2019] Robust Malware Detection Challenge☆18Nov 28, 2019Updated 6 years ago
- This repository contains experiments for different publications at the intersection of Computer Vision and Computer Security.☆29Feb 22, 2024Updated 2 years ago