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| Evaluating the Robustness of Adversarial Defenses in Malware Detection Systems | May 14, 2025 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| OpCode-Based Malware Classification Using Machine Learning and Deep Learning Techniques | Apr 18, 2025 | Android Malware DetectionDeep Learning | —Unverified | 0 |
| BERTDetect: A Neural Topic Modelling Approach for Android Malware Detection | Mar 23, 2025 | Android Malware DetectionClustering | —Unverified | 0 |
| Trust Under Siege: Label Spoofing Attacks against Machine Learning for Android Malware Detection | Mar 14, 2025 | Android Malware DetectionMalware Detection | —Unverified | 0 |
| LAMD: Context-driven Android Malware Detection and Classification with LLMs | Feb 18, 2025 | Android Malware DetectionMalware Analysis | —Unverified | 0 |
| Defending against Adversarial Malware Attacks on ML-based Android Malware Detection Systems | Jan 23, 2025 | Adversarial RobustnessAndroid Malware Detection | —Unverified | 0 |
| Crystal ball: From innovative attacks to attack effectiveness classifier | Dec 24, 2024 | Android Malware DetectionMalware Detection | CodeCode Available | 0 |
| XAI and Android Malware Models | Nov 25, 2024 | Android Malware DetectionExplainable artificial intelligence | —Unverified | 0 |
| MASKDROID: Robust Android Malware Detection with Masked Graph Representations | Sep 29, 2024 | Android Malware DetectionGraph Neural Network | CodeCode Available | 1 |
| Decoding Android Malware with a Fraction of Features: An Attention-Enhanced MLP-SVM Approach | Sep 28, 2024 | Android Malware DetectionMalware Detection | —Unverified | 0 |
| Revisiting Static Feature-Based Android Malware Detection | Sep 11, 2024 | Android Malware DetectionComputer Security | —Unverified | 0 |
| Android Malware Detection Based on RGB Images and Multi-feature Fusion | Aug 29, 2024 | Android Malware DetectionEdge Detection | —Unverified | 0 |
| DetectBERT: Towards Full App-Level Representation Learning to Detect Android Malware | Aug 29, 2024 | Android Malware DetectionMalware Detection | CodeCode Available | 0 |
| Improving Adversarial Robustness in Android Malware Detection by Reducing the Impact of Spurious Correlations | Aug 27, 2024 | Adversarial RobustnessAndroid Malware Detection | CodeCode Available | 0 |
| Improving Android Malware Detection Through Data Augmentation Using Wasserstein Generative Adversarial Networks | Mar 1, 2024 | Android Malware DetectionData Augmentation | —Unverified | 0 |
| Unraveling the Key of Machine Learning Solutions for Android Malware Detection | Feb 5, 2024 | Android Malware DetectionFeature Engineering | —Unverified | 0 |
| ActDroid: An active learning framework for Android malware detection | Jan 30, 2024 | Active LearningAndroid Malware Detection | —Unverified | 0 |
| Android Malware Detection with Unbiased Confidence Guarantees | Dec 17, 2023 | Android Malware DetectionConformal Prediction | —Unverified | 0 |
| MalPurifier: Enhancing Android Malware Detection with Adversarial Purification against Evasion Attacks | Dec 11, 2023 | Adversarial PurificationAndroid Malware Detection | CodeCode Available | 1 |
| Light up that Droid! On the Effectiveness of Static Analysis Features against App Obfuscation for Android Malware Detection | Oct 24, 2023 | Android Malware DetectionMalware Detection | —Unverified | 0 |
| Efficient Concept Drift Handling for Batch Android Malware Detection Models | Sep 18, 2023 | Active LearningAndroid Malware Detection | CodeCode Available | 0 |
| Efficient Query-Based Attack against ML-Based Android Malware Detection under Zero Knowledge Setting | Sep 5, 2023 | Android Malware DetectionMalware Detection | CodeCode Available | 1 |
| LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning | Jul 30, 2023 | Android Malware DetectionClassification | —Unverified | 0 |
| On building machine learning pipelines for Android malware detection: a procedural survey of practices, challenges and opportunities | Jun 12, 2023 | Android Malware DetectionDimensionality Reduction | —Unverified | 0 |
