SXAD: Shapely eXplainable AI-Based Anomaly Detection Using Log Data

Artificial Intelligence (AI) has made tremendous progress in anomaly detection. However, AI models work as a black-box, making it challenging to provide reasoning behind their judgments in a Log Anomaly Detection (LAD). To the rescue, Explainable Artificial Intelligence (XAI) improves system log ana...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:IEEE Access
المؤلفون الرئيسيون: Kashif Alam, Kashif Kifayat, Gabriel Avelino Sampedro, Vincent Karovic, Tariq Naeem
التنسيق: مقال
اللغة:الإنجليزية
منشور في: IEEE 2024-01-01
الموضوعات:
Explainable artificial intelligence
Shapley additive explanation
Hadoop distributed file system
machine learning
الوصول للمادة أونلاين:https://ieeexplore.ieee.org/document/10589622/

الانترنت

https://ieeexplore.ieee.org/document/10589622/

مواد مشابهة