| 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 |
