| Continuous Learning for Android Malware Detection | Feb 8, 2023 | Active LearningAndroid Malware Detection | CodeCode Available | 1 | 5 |
| Deep Learning for Android Malware Defenses: a Systematic Literature Review | Mar 9, 2021 | Android Malware DetectionDeep Learning | CodeCode Available | 1 | 5 |
| MASKDROID: Robust Android Malware Detection with Masked Graph Representations | Sep 29, 2024 | Android Malware DetectionGraph Neural Network | CodeCode Available | 1 | 5 |
| MalPurifier: Enhancing Android Malware Detection with Adversarial Purification against Evasion Attacks | Dec 11, 2023 | Adversarial PurificationAndroid Malware Detection | CodeCode Available | 1 | 5 |
| Why an Android App is Classified as Malware? Towards Malware Classification Interpretation | Apr 24, 2020 | Android Malware DetectionClassification | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Efficient Query-Based Attack against ML-Based Android Malware Detection under Zero Knowledge Setting | Sep 5, 2023 | Android Malware DetectionMalware Detection | CodeCode Available | 1 | 5 |
| heterogeneous temporal graph transformer: an intelligent system for evolving android malware detection | Aug 14, 2021 | Android Malware DetectionMalware Detection | CodeCode Available | 1 | 5 |
| 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 | 5 |
| 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 | 5 |
| Crystal ball: From innovative attacks to attack effectiveness classifier | Dec 24, 2024 | Android Malware DetectionMalware Detection | CodeCode Available | 0 | 5 |
| Evaluating the Robustness of Adversarial Defenses in Malware Detection Systems | May 14, 2025 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| Improving Adversarial Robustness in Android Malware Detection by Reducing the Impact of Spurious Correlations | Aug 27, 2024 | Adversarial RobustnessAndroid Malware Detection | CodeCode Available | 0 | 5 |
| EvadeDroid: A Practical Evasion Attack on Machine Learning for Black-box Android Malware Detection | Oct 7, 2021 | Adversarial AttackAndroid Malware Detection | CodeCode Available | 0 | 5 |
| MaMaDroid2.0 -- The Holes of Control Flow Graphs | Feb 28, 2022 | Android Malware DetectionMalware Detection | CodeCode Available | 0 | 5 |
| 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 | 5 |
| AndrODet: An Adaptive Android Obfuscation Detector | Jan 1, 2019 | Android Malware DetectionMalware Analysis | CodeCode Available | 0 | 5 |
| Efficient Concept Drift Handling for Batch Android Malware Detection Models | Sep 18, 2023 | Active LearningAndroid Malware Detection | CodeCode Available | 0 | 5 |
| DetectBERT: Towards Full App-Level Representation Learning to Detect Android Malware | Aug 29, 2024 | Android Malware DetectionMalware Detection | CodeCode Available | 0 | 5 |
| Android Malware Detection Using Parallel Machine Learning Classifiers | Jul 27, 2016 | Android Malware DetectionBIG-bench Machine Learning | —Unverified | 0 | 0 |
| Android Malware Detection Using Machine Learning on Image Patterns | Jan 27, 2019 | Android Malware DetectionMalware Detection | —Unverified | 0 | 0 |
| A Multi-view Context-aware Approach to Android Malware Detection and Malicious Code Localization | Apr 6, 2017 | Android Malware DetectionMalware Detection | —Unverified | 0 | 0 |
| Android Malware Detection using Feature Ranking of Permissions | Jan 20, 2022 | Android Malware DetectionMalware Detection | —Unverified | 0 | 0 |
| Android Malware Detection using Deep Learning on API Method Sequences | Dec 25, 2017 | Android Malware DetectionAttribute | —Unverified | 0 | 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 | 0 |
