| Magika: AI-Powered Content-Type Detection | Sep 18, 2024 | CPUMalware Analysis | CodeCode Available | 11 |
| EMBER2024 -- A Benchmark Dataset for Holistic Evaluation of Malware Classifiers | Jun 5, 2025 | Malware AnalysisMalware Classification | CodeCode Available | 2 |
| DecompileBench: A Comprehensive Benchmark for Evaluating Decompilers in Real-World Scenarios | May 16, 2025 | Malware Analysis | CodeCode Available | 1 |
| CyberLLMInstruct: A New Dataset for Analysing Safety of Fine-Tuned LLMs Using Cyber Security Data | Mar 12, 2025 | Adversarial AttackMalware Analysis | CodeCode Available | 1 |
| Is Function Similarity Over-Engineered? Building a Benchmark | Oct 30, 2024 | Malware AnalysisVulnerability Detection | CodeCode Available | 1 |
| Nebula: Self-Attention for Dynamic Malware Analysis | Sep 19, 2023 | Malware AnalysisMalware Classification | CodeCode Available | 1 |
| FINER: Enhancing State-of-the-art Classifiers with Feature Attribution to Facilitate Security Analysis | Aug 10, 2023 | Malware AnalysisMulti-Task Learning | CodeCode Available | 1 |
| Avast-CTU Public CAPE Dataset | Sep 6, 2022 | Malware AnalysisMalware Detection | CodeCode Available | 1 |
| Quo Vadis: Hybrid Machine Learning Meta-Model based on Contextual and Behavioral Malware Representations | Aug 20, 2022 | Hybrid Machine LearningMalware Analysis | CodeCode Available | 1 |
| 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 |
| Semantic Preprocessing for LLM-based Malware Analysis | Jun 13, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| System Calls for Malware Detection and Classification: Methodologies and Applications | Jun 2, 2025 | Anomaly DetectionMalware Analysis | —Unverified | 0 |
| Adapting Novelty towards Generating Antigens for Antivirus systems | May 24, 2025 | Evolutionary AlgorithmsMalware Analysis | —Unverified | 0 |
| Dual Explanations via Subgraph Matching for Malware Detection | Apr 29, 2025 | Malware AnalysisMalware Detection | —Unverified | 0 |
| Malware analysis assisted by AI with R2AI | Apr 10, 2025 | Malware Analysis | —Unverified | 0 |
| Large Language Model (LLM) for Software Security: Code Analysis, Malware Analysis, Reverse Engineering | Apr 7, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Identifying Obfuscated Code through Graph-Based Semantic Analysis of Binary Code | Apr 2, 2025 | Malware AnalysisObfuscation Detection | —Unverified | 0 |
| On Benchmarking Code LLMs for Android Malware Analysis | Apr 1, 2025 | BenchmarkingMalware Analysis | —Unverified | 0 |
| LAMD: Context-driven Android Malware Detection and Classification with LLMs | Feb 18, 2025 | Android Malware DetectionMalware Analysis | —Unverified | 0 |
| Recent Advances in Malware Detection: Graph Learning and Explainability | Feb 14, 2025 | Feature EngineeringGraph Embedding | —Unverified | 0 |
| Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware | Jan 8, 2025 | Malware AnalysisPrompt Engineering | —Unverified | 0 |
| On the Lack of Robustness of Binary Function Similarity Systems | Dec 5, 2024 | Malware AnalysisVulnerability Detection | —Unverified | 0 |
| Unmasking the Shadows: Pinpoint the Implementations of Anti-Dynamic Analysis Techniques in Malware Using LLM | Nov 8, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Deep Learning Based XIoT Malware Analysis: A Comprehensive Survey, Taxonomy, and Research Challenges | Oct 14, 2024 | Deep LearningMalware Analysis | —Unverified | 0 |
| Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization | Oct 3, 2024 | Anomaly DetectionAttribute | —Unverified | 0 |
