| GenTAL: Generative Denoising Skip-gram Transformer for Unsupervised Binary Code Similarity Detection | Sep 29, 2021 | Contrastive LearningDenoising | —Unverified | 0 |
| Ontology-driven Knowledge Graph for Android Malware | Sep 3, 2021 | ArticlesMalware Analysis | —Unverified | 0 |
| ML-based IoT Malware Detection Under Adversarial Settings: A Systematic Evaluation | Aug 30, 2021 | Malware AnalysisMalware Detection | —Unverified | 0 |
| DIRECT : A Transformer-based Model for Decompiled Identifier Renaming | Aug 1, 2021 | Malware Analysis | —Unverified | 0 |
| Malware Analysis with Artificial Intelligence and a Particular Attention on Results Interpretability | Jul 23, 2021 | Malware AnalysisMalware Detection | —Unverified | 0 |
| SCRUTINIZER: Detecting Code Reuse in Malware via Decompilation and Machine Learning | Jul 9, 2021 | BIG-bench Machine LearningCode Reuse Detection | CodeCode Available | 0 |
| Auxiliary-Classifier GAN for Malware Analysis | Jul 4, 2021 | Malware Analysis | —Unverified | 0 |
| Data Augmentation for Opcode Sequence Based Malware Detection | Jun 22, 2021 | Android Malware DetectionData Augmentation | —Unverified | 0 |
| Evading Malware Classifiers via Monte Carlo Mutant Feature Discovery | Jun 15, 2021 | BIG-bench Machine LearningMalware Analysis | CodeCode Available | 0 |
| Semantic-aware Binary Code Representation with BERT | Jun 10, 2021 | BIG-bench Machine LearningClone Detection | —Unverified | 0 |
| On Ensemble Learning | Mar 7, 2021 | BIG-bench Machine LearningEnsemble Learning | CodeCode Available | 0 |
| A Comparison of Word2Vec, HMM2Vec, and PCA2Vec for Malware Classification | Mar 7, 2021 | ClassificationFeature Engineering | —Unverified | 0 |
| Binary Black-box Evasion Attacks Against Deep Learning-based Static Malware Detectors with Adversarial Byte-Level Language Model | Dec 14, 2020 | Deep LearningFeature Engineering | CodeCode Available | 1 |
| Malware Detection using Artificial Bee Colony Algorithm | Dec 1, 2020 | feature selectionMalware Analysis | —Unverified | 0 |
| Maat: Automatically Analyzing VirusTotal for Accurate Labeling and Effective Malware Detection | Jul 1, 2020 | Malware AnalysisMalware Detection | —Unverified | 0 |
| Devising Malware Characterstics using Transformers | May 23, 2020 | Malware Analysis | —Unverified | 0 |
| Interpreting Machine Learning Malware Detectors Which Leverage N-gram Analysis | Jan 27, 2020 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 0 |
| Integration of Static and Dynamic Analysis for Malware Family Classification with Composite Neural Network | Dec 24, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Learning Malware Representation based on Execution Sequences | Dec 16, 2019 | Malware Analysis | —Unverified | 0 |
| Malware Classification using Deep Learning based Feature Extraction and Wrapper based Feature Selection Technique | Oct 24, 2019 | Feature Engineeringfeature selection | CodeCode Available | 0 |
| Deep learning guided Android malware and anomaly detection | Oct 23, 2019 | Anomaly DetectionCPU | —Unverified | 0 |
| KiloGrams: Very Large N-Grams for Malware Classification | Aug 1, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Dynamic Malware Analysis with Feature Engineering and Feature Learning | Jul 17, 2019 | Feature EngineeringMalware Analysis | CodeCode Available | 0 |
| The Curious Case of Machine Learning In Malware Detection | May 18, 2019 | BIG-bench Machine LearningMalware Analysis | —Unverified | 0 |
| To believe or not to believe: Validating explanation fidelity for dynamic malware analysis | Apr 30, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
