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| Reliable Malware Analysis and Detection using Topology Data Analysis | Nov 3, 2022 | Intrusion DetectionMalware Analysis | CodeCode Available | 0 | 5 |
| GenTAL: Generative Denoising Skip-gram Transformer for Unsupervised Binary Code Similarity Detection | Sep 29, 2021 | Contrastive LearningDenoising | —Unverified | 0 | 0 |
| From Malware Samples to Fractal Images: A New Paradigm for Classification. (Version 2.0, Previous version paper name: Have you ever seen malware?) | Dec 5, 2022 | ClassificationMalware Analysis | —Unverified | 0 | 0 |
| Identifying Obfuscated Code through Graph-Based Semantic Analysis of Binary Code | Apr 2, 2025 | Malware AnalysisObfuscation Detection | —Unverified | 0 | 0 |
| LAMD: Context-driven Android Malware Detection and Classification with LLMs | Feb 18, 2025 | Android Malware DetectionMalware Analysis | —Unverified | 0 | 0 |
| Large Language Model (LLM) for Software Security: Code Analysis, Malware Analysis, Reverse Engineering | Apr 7, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Learning Malware Representation based on Execution Sequences | Dec 16, 2019 | Malware Analysis | —Unverified | 0 | 0 |
| Leveraging Artificial Intelligence on Binary Code Comprehension | Oct 11, 2022 | Compiler OptimizationMalware Analysis | —Unverified | 0 | 0 |
| Maat: Automatically Analyzing VirusTotal for Accurate Labeling and Effective Malware Detection | Jul 1, 2020 | Malware AnalysisMalware Detection | —Unverified | 0 | 0 |
| MAIL: Malware Analysis Intermediate Language | Nov 6, 2022 | Malware Analysis | —Unverified | 0 | 0 |
| Malware analysis assisted by AI with R2AI | Apr 10, 2025 | Malware Analysis | —Unverified | 0 | 0 |
| Malware Analysis with Artificial Intelligence and a Particular Attention on Results Interpretability | Jul 23, 2021 | Malware AnalysisMalware Detection | —Unverified | 0 | 0 |
| Malware Analysis with Symbolic Execution and Graph Kernel | Apr 12, 2022 | BIG-bench Machine LearningMalware Analysis | —Unverified | 0 | 0 |
| Malware Detection using Artificial Bee Colony Algorithm | Dec 1, 2020 | feature selectionMalware Analysis | —Unverified | 0 | 0 |
| Malware Detection using Machine Learning and Deep Learning | Apr 4, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 | 0 |
| ML-based IoT Malware Detection Under Adversarial Settings: A Systematic Evaluation | Aug 30, 2021 | Malware AnalysisMalware Detection | —Unverified | 0 | 0 |
| NtMalDetect: A Machine Learning Approach to Malware Detection Using Native API System Calls | Feb 15, 2018 | BIG-bench Machine LearningDocument Classification | —Unverified | 0 | 0 |
| On Benchmarking Code LLMs for Android Malware Analysis | Apr 1, 2025 | BenchmarkingMalware Analysis | —Unverified | 0 | 0 |
| On the Effectiveness of Adversarial Samples against Ensemble Learning-based Windows PE Malware Detectors | Sep 25, 2023 | Ensemble LearningMalware Analysis | —Unverified | 0 | 0 |
| On the Lack of Robustness of Binary Function Similarity Systems | Dec 5, 2024 | Malware AnalysisVulnerability Detection | —Unverified | 0 | 0 |
| Ontology-driven Knowledge Graph for Android Malware | Sep 3, 2021 | ArticlesMalware Analysis | —Unverified | 0 | 0 |
| PageRank in Malware Categorization | Aug 2, 2016 | BIG-bench Machine LearningMalware Analysis | —Unverified | 0 | 0 |
| Recent Advances in Malware Detection: Graph Learning and Explainability | Feb 14, 2025 | Feature EngineeringGraph Embedding | —Unverified | 0 | 0 |
| Revisiting Static Feature-Based Android Malware Detection | Sep 11, 2024 | Android Malware DetectionComputer Security | —Unverified | 0 | 0 |