Editors: Subhendu Kumar Pani, Suneeta Satpathy, Sachi Nandan Mohanty

Series Title: Applied Artificial Intelligence in Data Science, Cloud Computing and IoT Frameworks

AI-Driven Competitive Intelligence and Next-Generation Security

Volume 4

eBook: US $59 Special Offer (PDF + Printed Copy): US $128
Printed Copy: US $98
Library License: US $236
ISSN: 3029-2255 (Print)
ISSN: 3029-2247 (Online)
ISBN: 979-8-89881-214-0 (Print)
ISBN: 979-8-89881-213-3 (Online)
Year of Publication: 2025
DOI: 10.2174/97988988121331250401

Introduction

Advancing Intelligence: Exploring Smart Systems and Future Innovations with Machine Learning is a comprehensive volume collection examining how Artificial Intelligence (AI) and Machine Learning (ML) are reshaping industries, societies, and technologies worldwide. Written by global experts, the series combines theoretical foundations with practical applications, showcasing how intelligent systems address pressing challenges across healthcare, agriculture, urban development, business intelligence, and cybersecurity.

  • - Volume 2: Transformative Healthcare Solutions Powered by AI and ML investigates intelligent tools for precision medicine, medical informatics, wearable devices, and patient-centric care, demonstrating how AI enhances diagnosis and treatment outcomes.
  • - Volume 3: AI and ML Solutions Driving Modern Farming and Urban Innovation explores sustainable farming, smart agriculture, environmental monitoring, and intelligent city infrastructures for improved quality of life.
  • - Volume 4s: AI-Driven Competitive Intelligence and Next-Generation Security focuses on financial analytics, business intelligence, cybersecurity, and digital forensics, emphasizing strategies for resilience in a data-driven era.


Key Features

  • - Integrates AI and ML into healthcare, agriculture, urban, and business systems.
  • - Applies intelligent tools to improve diagnosis, sustainability, efficiency, and security.
  • - Analyzes case studies and global perspectives for real-world relevance.
  • - Explores future-ready innovations shaping intelligent, resilient ecosystems.
  • - Addresses both societal opportunities and technical challenges of AI adoption.

Readership:

Designed for researchers, academicians, graduate students, and professionals in AI, computer science, data science, and engineering, as well as practitioners in healthcare, agriculture, urban planning, business, and cybersecurity seeking actionable insights.

Foreword

- Pp. i
Ming Yang
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Preface

- Pp. ii
Suneeta Satpathy, Sachi Nandan Mohanty, Subhendu Kumar Pani
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List of Contributors

- Pp. iii-iv (2)

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Revolutionizing Financial Futures: The AI Impact on Forecasting and Risk Management

- Pp. 1-15 (15)
Preethi Nanjundan*, Mary Analiya Babu, Lijo Thomas

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Forecasting Demand in Retail Supply Chain Management: A Comparison of Deep Learning and Machine Learning Methodologies

- Pp. 16-35 (20)
Sruti Nayak, Purnamita Baral, Jyotirmayee Rautaray*, Pranati Mishra, Meenakshi Kandpal

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Assessing the Optimal Deep Learning Model for Predicting Financial Insolvency

- Pp. 36-50 (15)
Bikash Chandra Naik, Meenakshi Kandpal*, Jyotirmayee Routray, Pranati Mishra, Subhasmita Pradhan

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An Enhanced Bank Loan Approval Prediction using Machine Learning Approach

- Pp. 51-65 (15)
Virendra Kumar Shrivastava*, Mano Paul P., A. Ezil Sam Leni, M. Shrahith, Sameer Khan

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Exploring Consumer Awareness within Electronic Payment Systems

- Pp. 66-88 (23)
Blesson Varghese James, Preethi Nanjundan*, Akhand Tiwari, Shrishtee Khabra

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A Comprehensive Survey of Deep Learning Methods in Network Intruder Detection System

- Pp. 89-105 (17)
P. Uma Devi*, Gurpreet Singh Chhabra

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Fake Profile Detection in Social Media: Incremental Greedy Ensemble Approach

- Pp. 106-121 (16)
S. Nonita*, Monika Mangla, Y. Gokul, R. Manik

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An Analysis of the Effectiveness of MANET Routing Algorithms using Machine Learning

- Pp. 122-140 (19)
D. Gousiya Begum*, Anjaiah Adepu, Amjan Shaik, K. Nagajyothi

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Autonomous Drone Patrol and Surveillance System using Computer Vision

- Pp. 141-159 (19)
Tony Alosius S.*, Kavin Velavan G., Sriram K., Manikandan S., Surrenther I., Sathya K.

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Security and Privacy Concerns in Smart Systems

- Pp. 160-185 (26)
Akhil Singampalli*, Anil Pise, Dharma Teja Singampalli, Vrushali Deshpande

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Guardians of the Grid: Navigating Security and Privacy in Smart Systems

- Pp. 186-217 (32)
Anil Pise*, Dharma Teja Singampalli, Yogesh Khandokar, Vrushali Deshpande

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Identifying DDoS Threats in Digital Forensics Using Transfer Learning Techniques

- Pp. 218-232 (15)
Saswati Chatterjee, Vijaykumar Jayantibhai Solanki, Lalmohan Pattnaik, Mukesh Chaudhary, Suneeta Satpathy*

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Rising Concerns: Cybercrime & Financial Fraud in the Indian Context

- Pp. 233-248 (16)
Preethi Nanjundan*, Blesson Varghese James, Arushi Sharma, Aryan Gupta

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Subject Index

- Pp. 249-252 (4)
Suneeta Satpathy, Sachi Nandan Mohanty, Subhendu Kumar Pani
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