{"total":14,"rows":[{"id":"2112.12310","title":"Adversarial Attacks against Windows PE Malware Detection: A Survey of the State-of-the-Art","created":"2021-12-23","cited_by_count":18,"area":null},{"id":"2212.14268","title":"Detection of out-of-distribution samples using binary neuron activation patterns","created":"2022-12-29","cited_by_count":15,"area":null},{"id":"2404.19460","title":"AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples","created":"2024-04-30","cited_by_count":14,"area":null},{"id":"2212.02666","title":"Transformers for End-to-End InfoSec Tasks: A Feasibility Study","created":"2022-12-05","cited_by_count":6,"area":null},{"id":"2108.12473","title":"Mal2GCN: A Robust Malware Detection Approach Using Deep Graph Convolutional Networks With Non-Negative Weights","created":"2021-08-27","cited_by_count":3,"area":null},{"id":"2507.16952","title":"Evaluating Ensemble and Deep Learning Models for Static Malware Detection with Dimensionality Reduction Using the EMBER Dataset","created":"2025-07-22","cited_by_count":2,"area":null},{"id":"2101.01015","title":"Echelon: Two-Tier Malware Detection for Raw Executables to Reduce False Alarms","created":"2021-01-04","cited_by_count":1,"area":null},{"id":"2208.06092","title":"On deceiving malware classification with section injection","created":"2022-08-12","cited_by_count":1,"area":null},{"id":"2209.13454","title":"Artificial Intelligence for Cybersecurity: Threats, Attacks and Mitigation","created":"2022-09-27","cited_by_count":1,"area":null},{"id":"2506.09662","title":"Empirical Quantification of Spurious Correlations in Malware Detection","created":"2025-06-11","cited_by_count":1,"area":null},{"id":"2111.11487","title":"A Comparison of State-of-the-Art Techniques for Generating Adversarial Malware Binaries","created":"2021-11-22","cited_by_count":0,"area":null},{"id":"2209.02453","title":"Instance Attack:An Explanation-based Vulnerability Analysis Framework Against DNNs for Malware Detection","created":"2022-09-06","cited_by_count":0,"area":null},{"id":"2311.12760","title":"High-resolution Image-based Malware Classification using Multiple Instance Learning","created":"2023-11-21","cited_by_count":0,"area":null},{"id":"2607.24177","title":"EXE-Bench: Ranking the Tradeoffs of AI-based Windows Malware Detectors for Real-World Usability","created":"2026-07-27","cited_by_count":0,"area":null}],"next_cursor":null}