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A novel intrusion detection framework for optimizing IoT security


A novel intrusion detection framework for optimizing IoT security

This study proposes a novel approach by hybridizing convolutional neural network (CNN) and gated recurrent unit (GRU) architectures tailored for IoT intrusion ...

(PDF) A novel intrusion detection framework for optimizing IoT security

This study proposes a novel approach by hybridizing convolutional neural network (CNN) and gated recurrent unit (GRU) architectures tailored for IoT intrusion ...

A novel IoT intrusion detection framework using Decisive Red Fox ...

The main contribution of this paper is to develop a simple as well as intelligent security framework for protecting IoT from cyber-attacks.

Full article: Enhanced intrusion detection framework for securing IoT ...

It is of the utmost importance to safeguard the security of IoT networks, with network intrusion detection systems (NIDS) having a significant ...

A novel intrusion detection framework for optimizing IoT security

AbstractThe emerging expanding scope of the Internet of Things (IoT) necessitates robust intrusion detection systems (IDS) to mitigate security risks ...

Advancing Iot Security: A Novel Intrusion Detection System for ...

Following this, a hybrid optimization method, combining the Fire Hawk Optimizer with the Spider Wasp Optimizer, is applied for feature selection ...

(PDF) A novel IoT intrusion detection framework using Decisive Red ...

For this purpose, a combination of Decisive Red Fox (DRF) Optimization and Descriptive Back Propagated Radial Basis Function (DBRF) ...

A Novel Deep Learning-Based Intrusion Detection System for IoT ...

... IoT intrusion detection system for safer and more secure IoT environments. ... optimization-driven intelligent framework for IoMT cyber-attack detection. J ...

MULTI-BLOCK: A novel ML-based intrusion detection framework for ...

The ever-expanding Internet of Things (IoT) landscape faces significant security challenges due to limitations in traffic monitoring, device heterogeneity, and ...

A novel intrusion detection system for internet of things devices and ...

1 that all IoT layers are prone to attacks by an outside intruder. Hence, a security framework is required which can protect IoT networks and ...

A Novel IDS with a Dynamic Access Control Algorithm to Detect and ...

... model and feature optimization for intrusion detection ... Framework for Intrusion Detection to Enhance Internet of Things' Devices Security.

A Novel Deep Learning-Based Intrusion Detection System for IoT ...

The application of Deep Neural Networks (DNN) in IoT security is a promising solution to network data anomaly-based intrusion detection [15].

MASiNet: Network Intrusion Detection for IoT Security Based on ...

A well-structured cost function design, incorporating two specific losses, is introduced to optimize the effectiveness of the training process.

[PDF] Intrusion Detection Framework for the Internet of Things Using ...

A Comprehensive Security Framework for Asymmetrical IoT ... An optimized hybrid deep neural network architecture for intrusion detection in real‐time IoT networks.

A novel intrusion detection system for internet of things devices and ...

This research presents a teaching-learning-based optimization enabled intrusion detection system (TLBO-IDS) which effectively protects IoT networks from ...

A Novel Intrusion Detection Framework for Internet of Things Based ...

Publications that cite this publication. A novel intrusion detection framework for optimizing IoT security. Abdul Qaddos, Muhammad Usman Yaseen, Ahmad Sami Al ...

A novel framework for intrusion detection in cloud - ACM Digital Library

One of the major security challenges in cloud computing is the detection and prevention of denial-of-service (DoS) attacks. In order to detect and prevent ...

WILS-TRS — a novel optimized deep learning based intrusion ...

WILS-TRS — a novel optimized deep learning based intrusion detection framework for IoT networks. ... *INTRUSION detection systems (Computer security) *DEEP ...

ROAST-IoT: A Novel Range-Optimized Attention Convolutional ...

Intrusion detection systems (IDSs) guarantee both the security posture and defense against intrusions of IoT devices. IoT systems have recently utilized machine ...

An accurate IoT Intrusion Detection Framework using Apache Spark

A Big Data Security Framework for IoT Networks using Weighted Average Ensemble · Computer Science, Engineering. 2024 2nd International Conference on Electrical…