Page

1

Acknowledgement

i

2

Forward

Ii

3

Section A: Cybersecurity, Innovations and Privacy Protection

i.

A Long Short-Term Memory-Based Phishing Detection on Url
Olorunjube Falana, Orobosade Alabi, Alaba Adejimi, Gabriel Obasola and Ogbeye Olatunji

1

ii

Design Of an Integrated Model for Enhancing Public Cloud Security and Privacy
Francis Osang, Ruth Atuluku, Greg Onwodi, Ayodele Adebiyi, Joshua Abah, Mikail Olaniyi and Christy Ezeanya

17

iii

Enhancing Privacy in Mobile Social Networks: A Novel Approach Utilizing FRS and Abe-Cp Algorithm for Improved Protection
Muhammad Aliyu, Muhammed Kuliya, Zaharadeen Bala, Zainab Musa Aliyu, Amatullahi Aliyu and Rumana Kabir

25

iv

A Secured Artificial Intelligence-Based Conversation Agent for Entrepreneurial Education Delivery
Abiodun Orunsolu, Olabisi B Baiyewu, Odun-Ayo Isaac, A A Adesina, O E Orunsola, S. I Salawu and A. I Yisa

33

v

Blockchain Collaborative Integrity Verification Consensus Mechanism for Avoiding Repudiation In E-Voting System
Omoniyi Wale Salami, Muhammad Bashir Abdulrazaq, Emmanuel Adewale Adedokun, Basira Yahaya and Umar Abubakar

42

vi

Building Trust in the Smart Economy: Addressing Cybersecurity and Data Privacy Concerns
Adedoyin Talabi and Olumide Longe

52

vii

Enhanced Advanced Encryption Standard (ACS) With Randomized Round Key and Shift Rows Operations
Haruna Ahmed Dokoro, Ismail Abdulkarim Adamu, Ibrahim Hassan, Abubakar Abdullahi and Mustapha Umar

59

4

Section D: Robotics, Embedded and AI

i     

A Deep Learning-Based Classification Model for The Detection of Herat Disease
Oluwaseun Adedeji, Peter Idowu and Olayinka Olusanya

66

ii

Neural Network Model Development for Path Loss Prediction In Evolving Communication Technologies
Abdulmumini Musah Yakubu, Francisca Ogwueleka and Sanusi Muhammad

74

iii

A Loan Application Approval Support System Using Fuzzy Logic
Kolawole Akintola

85

iv       

Identification of Cassava Leaf Diseases Based on Optimized Support Vector Machin
Olusola Bamidele, Mayowa Oyediran, Funmilola Ipeayeda and Mumini Raji

92

v  

A Critical Review on Fingerprint Recognition Techniques
Ibrahim Umoru Yahaya, Okechalu Edoh Audu and Orji Ugochi Lovelyn

99

vi   

A Novel Deep Belief-Based Model for The Intrusion Detection of Network Traffic
Sule Aishat, John Alhassan, Ismaila Idris, Alabi I. O and Subairu S. O

107

vii  

Topical News Classification Using Machine Learning Techniques
Edoh Audu Okechalu, Umoru Yahaya Ibrahim and Hashim Ibrahim Bisallah

116

5

Section B: Networking, Mobile and Others

i

Model for Covid-19 Pandemic Disease
Benjamin Obotivere and Ugah John O.

124

ii

Study on Resource Allocation Schemes for 5G Heterogenous Networks
Maniru Malami Umar, Aminu Mohammed, Abba Almu and Kazeem Olalekan Aremu

128

Internet Of Things Based Advisory System for Watermelon Farming
Matthew Okoronkwo, Chikodili Ugwuishiwu, Collins Udanor and Caroline Asogwa

136

Delay Network Performance Enhancement Distributed Client Server Model for LTE And Wimax In Wireless Communication System
Ibrahim Alhaji Lawal and Hadiza Umar Ali

144

Survey On Trust Management in Internet of Things
Elvin Eziama, Chukwunazo Ezeofor, Ifeoma Asianuba, Anthony Olusanya Fakoya, Ifeyinwa Obiokafor, Henry Friday Nweke, Remigius Diovu, Uzoma Osuji and Samuel Gregory Ugboaja

151

vi

Social Media Analysis of Climate Change in Africa
Ugochi Okengwu, Winston Wu and Rada Mihalcea

159

6

Section E: Smart Technologies

i    

Leveraging AI Chat Bots and Messaging Platforms for Remote Healthcare Delivery in Nigeria
Chukwubuikem Elochukwu, Donatus Njoku, Uchenna Onyemuache, Chidinma Okpalla, Okolie Stanley and Ikwuazom Callistus

166

ii   

Effect Of Automatic Teller Machines (ATM) On Customer Satisfaction on Banks Customers In Samaru Zaria, Kaduna State
Philips Eze, Theophilus Enem and Oluwasegun Afolabi

174

iii 

Recently Emerging Trends in Embedded Computer Vision for Object Detection, Recognition, and Tracking
Anayo Chukwu Ikegwu, Samuel Onuche-Ojo Egwu, Deborah Uzoamaka Ebem, Emmanuel Longwul Longkang, Chukwudi Nnanna Ogbonna, Eric Atanga Taniform, Reuben Okike, Henry Friday Nweke and Ifeanyi Stanly Nwokoro

180

iv        

Digital Twin Technology for Smart Healthcare SystemIsmail
Abdulkarim, Haruna Ahmed Dokoro, Mustapha Umar and Joshua Umaru

189

v   

A Smart Validation Architecture for Computer-Based Examination
Abiodun Orunsolu, A.S Sodiya, M. Sirajo Aliyu, A.M Oyelakin, Adeleke Adebayo, Ola Soladoye, Basit Adetona and Omotola Oyelowo

195

vi    

Implementation Of E-health Framework for Medical Image Analysis Using Human-Centred Artificial Intelligence for Cardiovascular Diseases
Mary Ofuru Kama, Anayo Chukwu Ikegwu, Immaculate Chidinma Agubata, Juliana Obianuju Onah, Julius Ademola Olajire, Mosudi Olukayode Isiaka, Chimenka Amajiri, Deborah Uzoamaka Ebem and Ifeanyi Stanly Nwokoro

204

7

Section C: Machine Learning & Applications

i

Machine Learning Models for Detection of DDoS Attack In A Network Environment
Daniel Asuquo, Uyinomen Ekong and Faith Ohamuche

213

ii

Detection Of Image-Based Cassava Diseases Using Deep Learning Algorithm
Olajide Adeola, Ganiyat Bello, Abiodun Olowookere, Kafayat Lateef, Olamide Babarinde and Mujibat Shittu

220

iii

Advanced Data Poisoning Attack Detection in Deep Learning Models Using Integrated Approach
Onashoga, Adebukola S.; Akanji, Wasiu A.; Adegoke, Michael; Nwaocha, Vivian O.; Olugbile Abdulsalam; Adeyiga, Johnson A.; Ogunbiyi, Temitope E.

228

iv

A Web-Based Collaborative Learning System: Case Study of Enugu State Polytechnic Iwollo
Bibian Oliokwe, Chikaodili Chukwu and Francis Ibegbulem

237

v

Capacity Building Framework For Developing Research In Tertiary Institutions In Africa
Abiodun Orunsolu, Misturah Alaran, Ganiyu Oladimeji, Abayomi O. Agbeyangi, Ismail Lasisi, Sakiru Oluyemi Kareem and Olufunmilayo Lawal

245

vi

Comparative Study of Random Forest and Decision Tree Model for Loan Default Prediction
Maxwell Chinemebudu Chimela, Linda Uchenna Oghenekaro and Joshua Oluwasegun Jatto

255

vii

Segmentation Of Individual Cattle in The Feedlot Using Mask R-CNN
Rotimi-Williams Bello and Mojisola Oladipo

263

 Section D:

i

Transfer Learning for Tomato Leaf Disease Detection Using Convolutional Neural Networks on Mobile Platforms
Okengwu, Ugochi A.; Akpughe, Hillard A.; Odogu, Eyinanabo; Ojetunmibi, Taiye.

 264

ii

Advancing Cybersecurity: A Gru-ATT-SVM Approach for Phishing Url Detection
Musa, Hajara.; Ali, Usman A.; Ya’u, Gital A.; Musa, Abdullahi Y.; Umar Fatima Z.; Muhammad, Dawaki.; Ajuji, Mohammed.

274

iii

Effect of Intelligent Tutoring System on Education
Sulaiman Umar S. Noma; Garba Muhammad; Hassan Suru; Ajayi Ebenezer Akinyemi

286

iv

Artificial Neural Network Algorithm in Nutritional Assessment: Implication for Machine Learning Prediction in Nutritional Assessments in Strict Veganism
Ugochukwu O. Matthew; Babatunde Olofin; Jazuli Sanusi Kazaure; Prisca Ijeoma Okochi; Amaonwu Onyebuchi; Andrew Chinonso Nwanakwaugwu; Nwamaka U. Okafor

291

v

On the Emergence of Zero Trust Architecture in Enterprise Networks-A Survey on Implementation Methods, Strengths and Open Problems
Oyelakin A. Moruff; Dauda M. Rilwan; Orunsolu, Abdul Abiodun; Adeniyi Usman A.

299

vi

Combating Image Deception: A Convolutional Neural Network Approach
Aloke, Ejike Joseph; Abah, Joshua; Moses, Timothy; Eke, Christopher Ifeanyi

306

vii

Smartphone-based human activity recognition using Artificial Intelligence Methods and Orientation Invariant Features
Nweke, Henry F.; kegwu, Anayo C.; Nwafor, Chidinma A.; Ogbaga, Ignatius N.

313

viii

Enhancing Corporate Accountability in Cybersecurity Governance
Achudume, Nkechi E; Ehiaghe, Samuel Gideon; Shulammite, ILebiyi A

321

ix

Ensemble-Based Predictive Model for Crop Recommendation
Muhammad Umar Abdullahi; Gilbert I.O. Aimufua; Morufu Olalere; Bako Halilu Egga; Esther Samuel Alu

330

x

Charting the Course: A Bibliometric Exploration of Blockchain Traceability Systems
Y. Saidu; S.M. Shuhaida; D. A. Aliyu; S. Yau; M. M. Yakubu; B. A. Aliyu

338

xi

Progressive Web Application for Seamless Primary Healthcare Delivery in Nigeria
Elochukwu, Chukwubuikem J.; Njoku, Donatus O.; Okpalla, Chidimma L.; Odii, Juliet N.

346

xii

Improving Food Security in Nigeria Through Smart Agriculture: A Case Study of Rice Leaf Disease Classification
Nwanna, Ndubuisi P.; Abioye, Oluwasegun A.

352

xiii

Implementing Machine Learning Techniques for Artificial Neural Networks in 5G Network Quality of Service Management
Nwokoro, Ifeanyi S; Okesola, Olatunji J.; Sambo, Muhammad Q.; Eze, Ifeanyi F.; Ahmed Sanusi Y.; Akinfenwa, Timothy O.; Adom-Oduro. Zacciah K; Oshodin, Osakpamwan G.; Nwatu, Augustina N.; Benson-Emenike, Mercy E.

362

xiv

Cyber Security Risk Assessments, Compliance and Violations: A Systematic Review of The Intervening Role of Top Management in Organizations
Nwokoro, Ifeanyi S.; Okesola, Olatunji J.; Opeyemi Osanaiye; Sambo, Muhammad Q.; Eze, Ifeanyi F.; Ahmed Sanusi Y.; Akinfenwa, Timothy O.; Adom-Oduro. Zacciah K.; Oshodin, Osakpamwan G.; Nwatu, Augustina N.

368

xvi

A Review on Attack Landscape and Cybersecurity Challenges in Implementing Smart Education
Ayinla, Mutiu O.; Olomu, Jameeu O.

381

xvii

387

xviii

397