| Deep Learning for Android Malware Defenses: a Systematic Literature Review | Mar 9, 2021 | Android Malware DetectionDeep Learning | CodeCode Available | 1 |
| Continuous Learning for Android Malware Detection | Feb 8, 2023 | Active LearningAndroid Malware Detection | CodeCode Available | 1 |
| MalPurifier: Enhancing Android Malware Detection with Adversarial Purification against Evasion Attacks | Dec 11, 2023 | Adversarial PurificationAndroid Malware Detection | CodeCode Available | 1 |
| MASKDROID: Robust Android Malware Detection with Masked Graph Representations | Sep 29, 2024 | Android Malware DetectionGraph Neural Network | CodeCode Available | 1 |
| DexRay: A Simple, yet Effective Deep Learning Approach to Android Malware Detection based on Image Representation of Bytecode | Sep 5, 2021 | Android Malware DetectionMalware Detection | CodeCode Available | 1 |
| Can We Leverage Predictive Uncertainty to Detect Dataset Shift and Adversarial Examples in Android Malware Detection? | Sep 20, 2021 | Android Malware DetectionMalware Detection | CodeCode Available | 1 |
| Why an Android App is Classified as Malware? Towards Malware Classification Interpretation | Apr 24, 2020 | Android Malware DetectionClassification | CodeCode Available | 1 |
| heterogeneous temporal graph transformer: an intelligent system for evolving android malware detection | Aug 14, 2021 | Android Malware DetectionMalware Detection | CodeCode Available | 1 |
| Efficient Query-Based Attack against ML-Based Android Malware Detection under Zero Knowledge Setting | Sep 5, 2023 | Android Malware DetectionMalware Detection | CodeCode Available | 1 |
| Android Malware Detection Using Autoencoder | Jan 14, 2019 | Android Malware DetectionMalware Detection | —Unverified | 0 |
| Android Malware Detection using Deep Learning on API Method Sequences | Dec 25, 2017 | Android Malware DetectionAttribute | —Unverified | 0 |
| Android Malware Detection using Feature Ranking of Permissions | Jan 20, 2022 | Android Malware DetectionMalware Detection | —Unverified | 0 |
| Android Malware Detection Using Machine Learning on Image Patterns | Jan 27, 2019 | Android Malware DetectionMalware Detection | —Unverified | 0 |
| Android Malware Detection Using Parallel Machine Learning Classifiers | Jul 27, 2016 | Android Malware DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Android Malware Detection with Unbiased Confidence Guarantees | Dec 17, 2023 | Android Malware DetectionConformal Prediction | —Unverified | 0 |
| A New Android Malware Detection Approach Using Bayesian Classification | Aug 2, 2016 | Android Malware DetectionClassification | —Unverified | 0 |
| A Review on The Use of Deep Learning in Android Malware Detection | Dec 26, 2018 | Android Malware DetectionMalware Detection | —Unverified | 0 |
| A Combination Method for Android Malware Detection Based on Control Flow Graphs and Machine Learning Algorithms | Jan 29, 2019 | Android Malware DetectionBIG-bench Machine Learning | —Unverified | 0 |
| A two-steps approach to improve the performance of Android malware detectors | May 17, 2022 | Android Malware DetectionBinary Classification | —Unverified | 0 |
| BERTDetect: A Neural Topic Modelling Approach for Android Malware Detection | Mar 23, 2025 | Android Malware DetectionClustering | —Unverified | 0 |
| Context-aware, Adaptive and Scalable Android Malware Detection through Online Learning (extended version) | Jun 3, 2017 | Android Malware DetectionMalware Detection | —Unverified | 0 |
| Data Augmentation for Opcode Sequence Based Malware Detection | Jun 22, 2021 | Android Malware DetectionData Augmentation | —Unverified | 0 |
| Decoding Android Malware with a Fraction of Features: An Attention-Enhanced MLP-SVM Approach | Sep 28, 2024 | Android Malware DetectionMalware Detection | —Unverified | 0 |
| Defending against Adversarial Malware Attacks on ML-based Android Malware Detection Systems | Jan 23, 2025 | Adversarial RobustnessAndroid Malware Detection | —Unverified | 0 |
| Detection of Malicious Android Applications: Classical Machine Learning vs. Deep Neural Network Integrated with Clustering | Feb 28, 2021 | Android Malware DetectionBIG-bench Machine Learning | —Unverified | 0 |
| DL-Droid: Deep learning based android malware detection using real devices | Nov 22, 2019 | Android Malware DetectionDeep Learning | —Unverified | 0 |
| Do Gradient-based Explanations Tell Anything About Adversarial Robustness to Android Malware? | May 4, 2020 | Adversarial RobustnessAndroid Malware Detection | —Unverified | 0 |
| A short review on Applications of Deep learning for Cyber security | Dec 15, 2018 | Android Malware DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Investigating Feature and Model Importance in Android Malware Detection: An Implemented Survey and Experimental Comparison of ML-Based Methods | Jan 30, 2023 | Android Malware DetectionMalware Detection | —Unverified | 0 |
| ActDroid: An active learning framework for Android malware detection | Jan 30, 2024 | Active LearningAndroid Malware Detection | —Unverified | 0 |
| Adaptive and Scalable Android Malware Detection through Online Learning | Jun 23, 2016 | Android Malware DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Adversarial Samples on Android Malware Detection Systems for IoT Systems | Feb 12, 2019 | Android Malware DetectionMalware Detection | —Unverified | 0 |
| AiDroid: When Heterogeneous Information Network Marries Deep Neural Network for Real-time Android Malware Detection | Nov 2, 2018 | Android Malware DetectionMalware Detection | —Unverified | 0 |
| A Multi-view Context-aware Approach to Android Malware Detection and Malicious Code Localization | Apr 6, 2017 | Android Malware DetectionMalware Detection | —Unverified | 0 |
| Analysis of Bayesian Classification based Approaches for Android Malware Detection | Aug 20, 2016 | Android Malware DetectionClassification | —Unverified | 0 |
| Android Malware Detection Based on RGB Images and Multi-feature Fusion | Aug 29, 2024 | Android Malware DetectionEdge Detection | —Unverified | 0 |
| R2-D2: ColoR-inspired Convolutional NeuRal Network (CNN)-based AndroiD Malware Detections | May 12, 2017 | Android Malware DetectionFeature Engineering | —Unverified | 0 |
| Revisiting Static Feature-Based Android Malware Detection | Sep 11, 2024 | Android Malware DetectionComputer Security | —Unverified | 0 |
| Robust Android Malware Detection System against Adversarial Attacks using Q-Learning | Jan 27, 2021 | Adversarial DefenseAndroid Malware Detection | —Unverified | 0 |
| SEdroid: A Robust Android Malware Detector using Selective Ensemble Learning | Sep 6, 2019 | Android Malware DetectionEnsemble Learning | —Unverified | 0 |
| Semi-supervised classification for dynamic Android malware detection | Apr 19, 2017 | Android Malware DetectionClassification | —Unverified | 0 |
| Similarity-based Android Malware Detection Using Hamming Distance of Static Binary Features | Aug 13, 2019 | Android Malware DetectionMalware Detection | —Unverified | 0 |
| Trust Under Siege: Label Spoofing Attacks against Machine Learning for Android Malware Detection | Mar 14, 2025 | Android Malware DetectionMalware Detection | —Unverified | 0 |
| Unraveling the Key of Machine Learning Solutions for Android Malware Detection | Feb 5, 2024 | Android Malware DetectionFeature Engineering | —Unverified | 0 |
| Using Deep Neural Network for Android Malware Detection | Jan 16, 2019 | Android Malware DetectionMalware Detection | —Unverified | 0 |
| XAI and Android Malware Models | Nov 25, 2024 | Android Malware DetectionExplainable artificial intelligence | —Unverified | 0 |
| EMULATOR vs REAL PHONE: Android Malware Detection Using Machine Learning | Mar 31, 2017 | Android Malware DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Explaining Black-box Android Malware Detection | Mar 9, 2018 | Android Malware DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Flexible Android Malware Detection Model based on Generative Adversarial Networks with Code Tensor | Oct 25, 2022 | Android Malware DetectionMalware Detection | —Unverified | 0 |
| Graph Neural Network-based Android Malware Classification with Jumping Knowledge | Jan 19, 2022 | Android Malware DetectionGraph Neural Network | —Unverified | 0 |
