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Volume 3 Issue X, Oct 2024

A SMART ADVERSARIAL THREATS DETECTION SYSTEM USING HYBRID OF BIGAN-BIGRU TECHNIQUE

*Ojiako F.N., Mgbeafulike I.J., Okeke O.C

The study presents modelling a smart adversarial threats detection system using hybrid of Bi-Directional Generative Adversarial Network (Bi-GAN) and Bi-Directional Gated Recurrent Unit (Bi-GRU). Th...

DEVELOPMENT OF AN INTELLIGENT AND SECURED MODEL FOR A CLOUD-BASED DETECTION OF ADVERSARIAL ATTACKS USING ARTIFICIAL NEURAL NETWORK

*Okonkwo Chinonso J., Ogochukwu C. Okeke

To identify and mitigate adversarial attacks, this paper explores the development of an intelligent and secure model for a 5G cloud-based facility utilising Artificial Neural Networks (ANN) and sop...

Application of Deep Learning Techniques for Automated Healthcare Data Labelling

*ILOFULUNWA C.G., IKE MGBEAFULUIKE

This paper on automated data labeling for health care using integrated deep learning technique was aimed at developing a software application system in medical image classification. To achieve this...

DEVELOPMENT OF A DEEP LEARNING BASED HUMAN COMPUTER INTERACTIVE SYSTEM

*Iluno Amalachukwu C., Ogochukwu C. Okeke, Ike Mgbeafuluike

Quality education is a fundamental right, but individuals with impairments, such as vision loss, often face significant challenges in accessing equitable learning environments. This study focuses o...

DEVELOPMENT OF A DEEP LEARNING TECHNOLOGY TO IMPROVE HUMAN-COMPUTER INTERACTION FOR VISUALLY IMPAIRED

*Iluno Amalachukwu C., Ogochukwu C. Okeke, Ike Mgbeafuluike

Accessing equitable learning settings can be extremely difficult for people with disabilities, such as vision loss, despite the fact that receiving a high-quality education is a fundamental right. ...

INTELLIGENT MEDICAL IMAGE DATA LABELLING HEALTHCARE AUTOMATION USING DEEP LEARNING TECHNIQUE

*ILOFULUNWA C.G, AKUNNE O.E

The goal of this paper was to create a software application system medical image classification through automated data labelling for healthcare utilising an integrated deep learning technique. The ...

IMPROVING THE QUALITY OF SERVICE OF A COGNITIVE RADIO NETWORK THROUGH SPECTRUM SENSOR OPTIMIZATION

*Agbo Kenechukwu M., Mba Chioma., Oliokwe Bibian N.,

The underutilization of the constrained spectrum by the fixed channel allocation strategy and the increasing demand for seamless wireless services provide several challenges for wireless communicat...