Sentinel Shield: Leveraging ConvLSTM and Elephant Herd Optimization for Advanced Network Intrusion Detection

Tiwari, Aparna and Kumar, Dinesh (2024) Sentinel Shield: Leveraging ConvLSTM and Elephant Herd Optimization for Advanced Network Intrusion Detection. EAI Endorsed Transactions on Scalable Information Systems.

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Abstract

Given the escalating intricacy of network environments and the rising level of sophistication in cyber threats, there is an urgent requirement for resilient and effective network intrusion detection systems (NIDS). This document presents an innovative NIDS approach that utilizes Convolutional Long S

Item Type: Article
Date Deposited: 04 Mar 2026 17:45
Last Modified: 11 Apr 2026 01:50
URI: http://eprints.eai.eu/id/eprint/49748

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