| Continuous Learning for Android Malware Detection | Feb 8, 2023 | Active LearningAndroid Malware Detection | CodeCode Available | 1 |
| 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 |
| Mask Off: Analytic-based Malware Detection By Transfer Learning and Model Personalization | Nov 20, 2022 | Android Malware DetectionFederated 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 |
| Level Up with ML Vulnerability Identification: Leveraging Domain Constraints in Feature Space for Robust Android Malware Detection | May 30, 2022 | Adversarial RobustnessAndroid Malware Detection | CodeCode Available | 0 |
| Towards a Fair Comparison and Realistic Evaluation Framework of Android Malware Detectors based on Static Analysis and Machine Learning | May 25, 2022 | Android Malware DetectionMalware Detection | CodeCode Available | 0 |
| A two-steps approach to improve the performance of Android malware detectors | May 17, 2022 | Android Malware DetectionBinary Classification | —Unverified | 0 |
| Malceiver: Perceiver with Hierarchical and Multi-modal Features for Android Malware Detection | Apr 12, 2022 | Android Malware DetectionMalware Classification | —Unverified | 0 |
| MaMaDroid2.0 -- The Holes of Control Flow Graphs | Feb 28, 2022 | Android Malware DetectionMalware Detection | CodeCode Available | 0 |
| Android Malware Detection using Feature Ranking of Permissions | Jan 20, 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 |
| "How Does It Detect A Malicious App?" Explaining the Predictions of AI-based Android Malware Detector | Nov 6, 2021 | Android Malware DetectionMalware Detection | —Unverified | 0 |
| EvadeDroid: A Practical Evasion Attack on Machine Learning for Black-box Android Malware Detection | Oct 7, 2021 | Adversarial AttackAndroid Malware Detection | CodeCode Available | 0 |
| 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 |
| 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 |
| heterogeneous temporal graph transformer: an intelligent system for evolving android malware detection | Aug 14, 2021 | Android Malware DetectionMalware Detection | CodeCode Available | 1 |
| Data Augmentation for Opcode Sequence Based Malware Detection | Jun 22, 2021 | Android Malware DetectionData Augmentation | —Unverified | 0 |
| Deep Learning for Android Malware Defenses: a Systematic Literature Review | Mar 9, 2021 | Android Malware DetectionDeep Learning | CodeCode Available | 1 |
| 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 |
| Identification of Significant Permissions for Efficient Android Malware Detection | Feb 28, 2021 | Android Malware DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Collective Intelligence: Decentralized Learning for Android Malware Detection in IoT with Blockchain | Feb 26, 2021 | Android Malware DetectionMalware Detection | —Unverified | 0 |
| Robust Android Malware Detection System against Adversarial Attacks using Q-Learning | Jan 27, 2021 | Adversarial DefenseAndroid Malware Detection | —Unverified | 0 |
| Do Gradient-based Explanations Tell Anything About Adversarial Robustness to Android Malware? | May 4, 2020 | Adversarial RobustnessAndroid Malware Detection | —Unverified | 0 |
| Why an Android App is Classified as Malware? Towards Malware Classification Interpretation | Apr 24, 2020 | Android Malware DetectionClassification | CodeCode Available | 1 |
| DL-Droid: Deep learning based android malware detection using real devices | Nov 22, 2019 | Android Malware DetectionDeep Learning | —Unverified | 0 |
