| 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 |
| Efficient Concept Drift Handling for Batch Android Malware Detection Models | Sep 18, 2023 | Active LearningAndroid 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 |
| 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 |
| AndrODet: An Adaptive Android Obfuscation Detector | Jan 1, 2019 | Android Malware DetectionMalware Analysis | 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 |
| 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 |
| 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 |
| Android Malware Detection Using Parallel Machine Learning Classifiers | Jul 27, 2016 | Android Malware DetectionBIG-bench Machine Learning | —Unverified | 0 | 0 |