| Deep Image: A precious image based deep learning method for online malware detection in IoT Environment | Apr 4, 2022 | Malware AnalysisMalware Detection | —Unverified | 0 |
| 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 |
| 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 |
| Malware Detection using Machine Learning and Deep Learning | Apr 4, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| AndrODet: An Adaptive Android Obfuscation Detector | Jan 1, 2019 | Android Malware DetectionMalware Analysis | CodeCode Available | 0 |
| A Cross-Architecture Instruction Embedding Model for Natural Language Processing-Inspired Binary Code Analysis | Dec 23, 2018 | Malware Analysis | CodeCode Available | 0 |
| Towards resilient machine learning for ransomware detection | Dec 21, 2018 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| Fuzzy Hashing as Perturbation-Consistent Adversarial Kernel Embedding | Dec 17, 2018 | Malware Analysis | —Unverified | 0 |
| SAFE: Self-Attentive Function Embeddings for Binary Similarity | Nov 13, 2018 | Malware AnalysisVulnerability Detection | CodeCode Available | 0 |
| Unsupervised Features Extraction for Binary Similarity Using Graph Embedding Neural Networks | Oct 23, 2018 | Graph EmbeddingMalware Analysis | —Unverified | 0 |
| Malware triage for early identification of Advanced Persistent Threat activities | Oct 16, 2018 | Malware Analysis | CodeCode Available | 0 |
| FeatureAnalytics: An approach to derive relevant attributes for analyzing Android Malware | Sep 17, 2018 | Attributefeature selection | —Unverified | 0 |
| apk2vec: Semi-supervised multi-view representation learning for profiling Android applications | Sep 15, 2018 | Clone DetectionClustering | —Unverified | 0 |
| NtMalDetect: A Machine Learning Approach to Malware Detection Using Native API System Calls | Feb 15, 2018 | BIG-bench Machine LearningDocument Classification | —Unverified | 0 |
| Toward Metric Indexes for Incremental Insertion and Querying | Jan 12, 2018 | Malware Analysis | —Unverified | 0 |
| Artificial Intelligence Based Malware Analysis | Apr 27, 2017 | Malware Analysis | —Unverified | 0 |
| PageRank in Malware Categorization | Aug 2, 2016 | BIG-bench Machine LearningMalware Analysis | —Unverified | 0 |
