Enhanced intrusion detection in cybersecurity through dimensionality reduction and explainable artificial intelligence

Abstract Cybersecurity is one of the applications of controls, procedures, and technologies for protecting data, networks, programs, and systems from potential cyber threats. Malicious threats have become complex, and the leading task is to recognize obfuscated and mysterious malware, as the malware...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Scientific Reports
المؤلفون الرئيسيون: Hayam Alamro, Sultan Alahmari, Nadhem Nemri, Mohammed Aljebreen, Asma A. Alhashmi, Sulaiman Alamro, Ali Alqazzaz, Mesfer Al Duhayyim
التنسيق: مقال
اللغة:الإنجليزية
منشور في: Nature Portfolio 2025-09-01
الموضوعات:
Cybersecurity
Intrusion detection system
Explainable artificial intelligence
Deep learning
Antlion optimization
الوصول للمادة أونلاين:https://doi.org/10.1038/s41598-025-06761-9

الانترنت

https://doi.org/10.1038/s41598-025-06761-9

مواد مشابهة