Heuristically enhanced multi-head attention based recurrent neural network for denial of wallet attacks detection on serverless computing environment

Heuristically enhanced multi-head attention based recurrent neural network for denial of wallet attacks detection on serverless computing environment

Abstract Denial of Wallet (DoW) attacks are a cyber threat designed to utilize and deplete an organization’s financial resources by generating excessive prices or charges in their cloud computing (CC) and serverless computing platforms. These threats are primarily appropriate in serverless manners b...

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Bibliographic Details
Main Authors: Sarah A. Alzakari, Mohammad Alamgeer, Abdullah M. Alashjaee, Monir Abdullah, Khalid Nazim Abdul Sattar, Asma Alshuhail, Ahmad A. Alzahrani, Abdulwhab Alkharashi
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Multi-head attention
Denial of Wallet
Serverless Computing Environment
Improved Secretary Bird Optimization
Feature selection
Recurrent neural network
Online Access:https://doi.org/10.1038/s41598-025-87636-x
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https://doi.org/10.1038/s41598-025-87636-x

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