Zero-day exploits detection with adaptive WavePCA-Autoencoder (AWPA) adaptive hybrid exploit detection network (AHEDNet)

Zero-day exploits detection with adaptive WavePCA-Autoencoder (AWPA) adaptive hybrid exploit detection network (AHEDNet)

Abstract This paper introduces a new probabilistic composite model for the detection of zero-day exploits targeting the capabilities of existing anomaly detection systems in terms of accuracy, computational time, and adaptability. To address the issues mentioned above, the proposed framework consist...

Full description

Saved in:
Bibliographic Details
Main Authors: Ahmed A. Mohamed, Abdullah Al-Saleh, Sunil Kumar Sharma, Ghanshyam G. Tejani
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Zero-Day Exploits
Cyber Threats
Detection Strategy
Accuracy
Reliability
Feature Extraction
Online Access:https://doi.org/10.1038/s41598-025-87615-2
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items