| Magika: AI-Powered Content-Type Detection | Sep 18, 2024 | CPUMalware Analysis | CodeCode Available | 11 | 5 |
| EMBER2024 -- A Benchmark Dataset for Holistic Evaluation of Malware Classifiers | Jun 5, 2025 | Malware AnalysisMalware Classification | CodeCode Available | 2 | 5 |
| 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 | 5 |
| DecompileBench: A Comprehensive Benchmark for Evaluating Decompilers in Real-World Scenarios | May 16, 2025 | Malware Analysis | CodeCode Available | 1 | 5 |
| Avast-CTU Public CAPE Dataset | Sep 6, 2022 | Malware AnalysisMalware Detection | CodeCode Available | 1 | 5 |
| Quo Vadis: Hybrid Machine Learning Meta-Model based on Contextual and Behavioral Malware Representations | Aug 20, 2022 | Hybrid Machine LearningMalware Analysis | CodeCode Available | 1 | 5 |
| CyberLLMInstruct: A New Dataset for Analysing Safety of Fine-Tuned LLMs Using Cyber Security Data | Mar 12, 2025 | Adversarial AttackMalware Analysis | CodeCode Available | 1 | 5 |
| Is Function Similarity Over-Engineered? Building a Benchmark | Oct 30, 2024 | Malware AnalysisVulnerability Detection | CodeCode Available | 1 | 5 |
| FINER: Enhancing State-of-the-art Classifiers with Feature Attribution to Facilitate Security Analysis | Aug 10, 2023 | Malware AnalysisMulti-Task Learning | CodeCode Available | 1 | 5 |
| Nebula: Self-Attention for Dynamic Malware Analysis | Sep 19, 2023 | Malware AnalysisMalware Classification | CodeCode Available | 1 | 5 |
| AndrODet: An Adaptive Android Obfuscation Detector | Jan 1, 2019 | Android Malware DetectionMalware Analysis | CodeCode Available | 0 | 5 |
| On Ensemble Learning | Mar 7, 2021 | BIG-bench Machine LearningEnsemble Learning | CodeCode Available | 0 | 5 |
| Reliable Malware Analysis and Detection using Topology Data Analysis | Nov 3, 2022 | Intrusion DetectionMalware Analysis | CodeCode Available | 0 | 5 |
| Revisiting Deep Learning for Variable Type Recovery | Apr 7, 2023 | DecoderDeep Learning | CodeCode Available | 0 | 5 |
| Large Language Models for Cyber Security: A Systematic Literature Review | May 8, 2024 | Explainable ModelsIntrusion Detection | CodeCode Available | 0 | 5 |
| A Cross-Architecture Instruction Embedding Model for Natural Language Processing-Inspired Binary Code Analysis | Dec 23, 2018 | Malware Analysis | CodeCode Available | 0 | 5 |
| Integration of Static and Dynamic Analysis for Malware Family Classification with Composite Neural Network | Dec 24, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Dynamic Malware Analysis with Feature Engineering and Feature Learning | Jul 17, 2019 | Feature EngineeringMalware Analysis | CodeCode Available | 0 | 5 |
| Evading Malware Classifiers via Monte Carlo Mutant Feature Discovery | Jun 15, 2021 | BIG-bench Machine LearningMalware Analysis | CodeCode Available | 0 | 5 |
| Interpreting Machine Learning Malware Detectors Which Leverage N-gram Analysis | Jan 27, 2020 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 0 | 5 |
| KiloGrams: Very Large N-Grams for Malware Classification | Aug 1, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Know Your Neighborhood: General and Zero-Shot Capable Binary Function Search Powered by Call Graphlets | Jun 2, 2024 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 | 5 |
| Malware triage for early identification of Advanced Persistent Threat activities | Oct 16, 2018 | Malware Analysis | CodeCode Available | 0 | 5 |
| Malware Classification using Deep Learning based Feature Extraction and Wrapper based Feature Selection Technique | Oct 24, 2019 | Feature Engineeringfeature selection | CodeCode Available | 0 | 5 |
| SAFE: Self-Attentive Function Embeddings for Binary Similarity | Nov 13, 2018 | Malware AnalysisVulnerability Detection | CodeCode Available | 0 | 5 |
