Volume 9, Special Issue of INSPIRE’25 April 2025

The Art of Intrusion Detection in IoT Networks

Mourya Adimulam Omkar Gaddam Sandeep Reddy S Sravani Merugu Veera Bhadra Reddy Boreddy Gowtham A

Volume 9, Special Issue of INSPIRE’25 April, PP  1-5

Green Urban Planning Using Computer Vision and Machine Learning

Gomathi U Jeevasruthi Y

Volume 9, Special Issue of INSPIRE’25 April, PP  6-13

AI-Integrated Learning and Support Platform for Individuals with Autism

Thamba Meshach W S Aswini

Volume 9, Special Issue of INSPIRE’25 April, PP  14-23

Android Malware Detection Using Machine Learning Techniques

Shaik Salam Kalluru Pavankumar Reddy

Volume 9, Special Issue of INSPIRE’25 April, PP  24-32

Street Dewatering and Climatic Conditions Monitoring System in Cities

K. Padmanaban A Rohan Satya Sai

Volume 9, Special Issue of INSPIRE’25 April, PP  33-36

Detecting Image Manipulation with Reptile Search

B. Ramya Shaik Salam

Volume 9, Special Issue of INSPIRE’25 April, PP  37-43

Intelligent Bus Scheduling and Route Optimization for Delhi Transport Corporation

V. R. Chandana Shaik Salam

Volume 9, Special Issue of INSPIRE’25 April, PP  44-46

Interactive and Evolving Frontiers of Machine Learning

Aathikesavaa S Barani S Dhamodhiran N Dheneska S

Volume 9, Special Issue of INSPIRE’25 April, PP  47-53

Enhanced Education with SO-GEN

Dr. S. Sathya Dhepthi. S C. Sathis

Volume 9, Special Issue of INSPIRE’25 April, PP  54-58

Optimizing Renewable Energy Integration: A Hybrid System Architecture for Sustainable Energy Production, Storage, and Grid Stability

Prabhu Kumar K Bhavana C Abhinaykumar

Volume 9, Special Issue of INSPIRE’25 April, PP  59-62

Bio-Thermal Hybrid Storage (BTHS): Transforming Waste into Watts

Sai Lokeshwar A Ravi Kumar K V Balajee J

Volume 9, Special Issue of INSPIRE’25 April, PP  63-69

A Survey on Waste-Free Future: Analyzing Circular Economy Strategies in Waste Management

M.Priyadharshini S.Indra S.Achuthan

Volume 9, Special Issue of INSPIRE’25 April, PP  70-75

Computer Vision for Biodiversity Monitoring: Improving Accuracy in Tracking Endangered Species of Wildlife in Impacted Ecosystems

Balaram Nadiya Sannapaneni Jeevan K Chandana Sree Appoji Gari Yasasree Tippannagari Harshitha K.Lokesh

Volume 9, Special Issue of INSPIRE’25 April, PP  76-84

A Comparative Study on Smart Water Resource Management: Evaluating IoT-Driven Solutions for Sustainable Water Optimization

Sandhya H Barath Kumar S

Volume 9, Special Issue of INSPIRE’25 April, PP  85-89

Empowering Farmers through Sustainable Agriculture

G. Harika G. Kavya Sree K.S. Sadiya Ravi Kumar K V Balajee J

Volume 9, Special Issue of INSPIRE’25 April, PP  9096

AI-Driven Automation for Green Buildings and Sustainable Agriculture: Enhancing Efficiency, Scalability, and Resource Management

R Charmika R Navya C Vijay G Madhusudhan L Bhavana M Maheshkumar

Volume 9, Special Issue of INSPIRE’25 April, PP  97-103

Transforming Tomorrow: Modular STEM KIT’s For India’s Innovation Revolution

A Govardhini Sai C Pallavi H Usha Rani M Gangadhar U Keerthi Priya G Rekha

Volume 9, Special Issue of INSPIRE’25 April, PP  104-109

Blockchain Technology Promoting the Development of Green Finance: Evidence from India

Pushpa Bandari Sana Begum Thota Nikhitha Shaik Jareena Palagati Anusha

Volume 9, Special Issue of INSPIRE’25 April, PP  110-115

The Rise and Fall of IBM Watson in Healthcare: Lessons for Sustainable AI Innovations

Dr.S.Sathya Pooja S Paruvathani G Sharmi J

Volume 9, Special Issue of INSPIRE’25 April, PP  116-120

Smart Agro-Irrigation System for Optimal Water Use

Lohitha Sree M Shaik Salam

Volume 9, Special Issue of INSPIRE’25 April, PP  121-125

Customer Churn Prediction in Telecom: A Deep Learning Approach Using Keras and TensorFlow

Palagati Anusha Biruduraju Naganjali B. Adikeshava Reddy A. Varun Reddy Emuka Sreenija

Volume 9, Special Issue of INSPIRE’25 April, PP  126-133

Automated Spam Detection in YouTube Comments: A Natural Language Processing and Gradient Boosting Approach

B. Dhashvanth Sai E. Bhargavi G. Srija Naidu G. Aditya Srinivas A. Vimal Kumar

Volume 9, Special Issue of INSPIRE’25 April, PP  134-140

Crop Recommendation System Using Machine Learning and IoT for Precision Farming

Uday Kumar Kori Puligilla Nikitha Panthula Lakshmi Gayathri Sayali Prabhakar Ingale P. Anusha

Volume 9, Special Issue of INSPIRE’25 April, PP  141-145

Automated Hydroponics System

Jagdesh Kumar S Sadashiv B Deepika H Dr. S Elango

Volume 9, Special Issue of INSPIRE’25 April, PP  146-154

Heart Disease Prediction Using ANN & PSO

Dr. S. Sathya Girishma Madhan Kumar

Volume 9, Special Issue of INSPIRE’25 April, PP  155-158

NLP with Deep Learning Approaches in Text Generation

M.Sharmila Devi V.Samatha V.Naga Lavanya V.Srividya M.Rehana K.Anusha

Volume 9, Special Issue of INSPIRE’25 April, PP  159-163

Language-Independent Data Augmentation for Text Classification [LiDA]

M. Sharmila Devi G. Sharanya B. Himaja A. Bhavya Rohitha A. Sujitha J. Swapna kumari

Volume 9, Special Issue of INSPIRE’25 April, PP  164-171

Analysis of Network Traffic Using Deep Learning

V. Lakshmi Chaitanya K. Vyshnavi U. Deepika S. Sana Sameeren S. Misba Sania U. Jayanthi T. Shobha Rani

Volume 9, Special Issue of INSPIRE’25 April, PP  172-175

Detecting Jamming Attacks Using Machine Learning Models

Paradesi Subba Rao Nooka Varsha Reddy Shaik Suhani Kasetty Susmitha Lalam Jhansi Pinjari Aneefa

Volume 9, Special Issue of INSPIRE’25 April, PP  176-179

Outlier Detection for IoT Frameworks using Machine Learning Techniques

V.Lakshmi Chaitanya G.Anju Sree D.Aisha Thabusum U.Sravani G.Sneha K.Jyotshna

Volume 9, Special Issue of INSPIRE’25 April, PP  180-184

Predicting and Mitigating Cyber Threats through Data Mining and Machine Learning

M. Mutharasu G. Indu Y. Ankitha

Volume 9, Special Issue of INSPIRE’25 April, PP  185-191

Weapon Detection Using Deep Learning

A. Gowtham P. Nikhitha K. Sai Sreenivasa Theja

Volume 9, Special Issue of INSPIRE’25 April, PP  192-200

Ethical Ransomware Simulation: A Safe Framework for Cybersecurity Training

Desai Rohith Reddy K Yashwanth Kumar Reddy T Niranjan Babu

Volume 9, Special Issue of INSPIRE’25 April, PP  201-209

Advanced Ensemble Learning with Pruning Techniques for Detecting DDOS Attacks in IOT Networks

M. Mutharasu Meghana Chowdary. P Mizba Kousar. S

Volume 9, Special Issue of INSPIRE’25 April, PP  210-216

Machine Learning Model for detecting Fraudulent Job Listings on Recruitment Platforms

B.Venkata Harivardhan Reddy P.S.Omprakash A.Karthikram

Volume 9, Special Issue of INSPIRE’25 April, PP  217-224

Article Retracted (Based on author's request)

-NA-

Volume 9, Special Issue of INSPIRE’25 April, PP  225-232

A Strong Network Security Framework Utilizing a Dual-Layered and Hybrid Model Integrated with Machine Learning

K P Manikandan Tiruthani Govardhan Puram Narasimhulu

Volume 9, Special Issue of INSPIRE’25 April, PP  233-237

SecuProbe: Intelligent Detection of Cross-Site Scripting, SQL Injection, & No SQL Attacks with Real-Time Alert

Y. Shyam Prasad B. Simhadri A. Karthikram

Volume 9, Special Issue of INSPIRE’25 April, PP  238-244

ARP Spoofing in Action: An Ethical Approach to Network Security

Gowthami Kurabalakota Divya Pasham Kanishka G

Volume 9, Special Issue of INSPIRE’25 April, PP  245-249

DNS Under Siege: Ethical DNS Spoofing and Countermeasures

Hanudeep Gattu Joshnitha Karimireddy Kanishka G

Volume 9, Special Issue of INSPIRE’25 April, PP  250-254

AntiPhishStack 2.0: A Transformer-Driven Framework for Robust Phishing URL Detection

Shaik Irshad Ahammad Amanchi Kalpana Karthikram A

Volume 9, Special Issue of INSPIRE’25 April, PP  255-260

Web-Based Solutions for the Travel and Tourism

G. Charishma Shaik Salam

Volume 9, Special Issue of INSPIRE’25 April, PP  261-266

Enhancement of Web Application Security using SQLMap and Machine Learning

M. Fathima Begum Lekha Sree C Manasa P

Volume 9, Special Issue of INSPIRE’25 April, PP  267-272

Look Cursoral AI: Machine Learning Enhanced Eye-Powered Interaction

D.Sowjanya Dabbala Chenga Arun Reddy Guduru Satheesh G.Sireesha A.Yamuna

Volume 9, Special Issue of INSPIRE’25 April, PP  273-277

PDF Malware Detection Using Machine Learning Models

A.Komala Boya Chandu Medivala Reddy Hemanth

Volume 9, Special Issue of INSPIRE’25 April, PP  278-283

Unsupervised Learning for Cyberattack Detection in Distribution Systems: Leveraging Spatiotemporal Patterns

Paradesi Subba Rao Farooq Sunar Mahammad V. Raghavendrasharma V. Hari Krishna D.M.Varun Tej P. Sangeeth Kumar P. Sandeep Kumar

Volume 9, Special Issue of INSPIRE’25 April, PP  284-287

An Innovative Hybrid Deep Learning Technique Based on Neural Networks for Early Detection of Lung Cancer

Moksud Alam Mallik Mohammed Dawood Khan Muazuddin Syed Mohd Shoeb Taj Nurul Fariza Zulkurnain

Volume 9, Special Issue of INSPIRE’25 April, PP  288-294

AI-Driven Diagnosis of Chronic Kidney Disease Using Deep Learning Techniques

Peddinti Neeraja V.Harsha Kiran

Volume 9, Special Issue of INSPIRE’25 April, PP  295-300

Quantum-Resistant Blockchain for Autonomous Cybersecurity Threat Mitigation in AI-Driven IoT Networks

S.V.S. Ganga Devi Thavalam Nikitha Kundharupu Chinni Krishna

Volume 9, Special Issue of INSPIRE’25 April, PP  301-307

Enhanced Recovery of AVI Files Using Recuva

Shivaranjini Mahesh Babu K Maheswar Reddy K

Volume 9, Special Issue of INSPIRE’25 April, PP  308-314

X-AI Enabled Hybrid Approach for Detection of Cyber Terrorism

T.Niranjan Babu Dumpala Sravani R.Siva Sundar Reddy

Volume 9, Special Issue of INSPIRE’25 April, PP  315-322

Machine Learning Approaches for Predicting Monkeypox Disease

A . Samatha B. Harini B. Pravalika D. Snigdha G. Ujjwala Dr. B. Rama Subba Reddy

Volume 9, Special Issue of INSPIRE’25 April, PP  323-327

Identifying and Detecting Currency through Image Processing with Convolutional Neural Network

Moksud Alam Mallik Mohammed Abdul Mubashir Sameena Sultana Mirza Younus Ali Baig Md Ashique Hussain

Volume 9, Special Issue of INSPIRE’25 April, PP  328-336

Prakriti Bot-Intelligent Prakriti Analysis Chatbot for Personalized Ayurvedic Suggestions

Dr. K. Hemalatha G. Vinay Sai Bhavya Sree R Yaseen S Thrilok K

Volume 9, Special Issue of INSPIRE’25 April, PP  337-342

AI in Education and Accessibility

Dr. Mohammed Tajuddin Dr. Moksud Alam Mallik Mohammed Fazil Mohammed Yousuf Jameel Mohammed Feroz Abdul Mubeen

Volume 9, Special Issue of INSPIRE’25 April, PP  343-348

Tool Wear and Fault Diagnosis and Prognostics Powered by AI

M. Amareswara Kumar G. Jayasai Karthik D. Hussain Basha S. Ashraf P. Ramesh O. Yogeeswar K. Chaitanya

Volume 9, Special Issue of INSPIRE’25 April, PP  349-354

Monitoring Driver Alertness with OpenCV and Machine Learning

Amareswar Kumar Shaik Sana Abida Nayini Mounika Yadiki Indu Shaik Afrin Shaik Shahena Male Radhamma

Volume 9, Special Issue of INSPIRE’25 April, PP  355-358

Early Price Prediction of Crops Using Machine Learning Model

Fathima Begum M Venkat Sai Krishna Reddy Lokesh Reddy.K

Volume 9, Special Issue of INSPIRE’25 April, PP  359-363

PCOS Detection Using Machine Learning

G Dinesh Reddy Dr. M. Sireesh Kumar

Volume 9, Special Issue of INSPIRE’25 April, PP  364-370

A Road Accident Prediction Model Using Data Mining Techniques

Ch.Venkata Komali E. Vimalraj

Volume 9, Special Issue of INSPIRE’25 April, PP  371-376

Unbalanced Traffic Intrusion Detection Using Advanced Deep Learning Techniques

M Srilakshmi Preethi Neeraj Kumar Uppu K Naveen Kumar

Volume 9, Special Issue of INSPIRE’25 April, PP  377-382

Smart Classroom Management: AI-Driven Attendance, Resource Optimization, and Analytics

P. Riyan K. Arun Kumar

Volume 9, Special Issue of INSPIRE’25 April, PP  383-388

Accident Victim Identification through Fingerprint and Facial Recognition Management

G.Prassuna K. Arun Kumar

Volume 9, Special Issue of INSPIRE’25 April, PP  389-394

Automated Cyber Threat Identification Using Natural Language Processing

Parumanchala Bhaskar Farooq Sunar Mahammad K. Ramachari S.Arbas Basha K.Vivekananda Reddy B.Malleswara Reddy S.Ravi Teja

Volume 9, Special Issue of INSPIRE’25 April, PP  395-399

Comparative Studies of Different Fuzzy-C-Means Clustering Algorithms for Machine Learning

Moksud Alam Mallik Hafsa Yasmeen Nousheen Begum Md Saiful Islam Sheik Jamil Ahmed

Volume 9, Special Issue of INSPIRE’25 April, PP  400-406

Smart Workforce Analytics: Optimized Adaptive Recognition with Feature Selection

G Kanishka N. Hajira Banu B. Bhagya Lakshmi

Volume 9, Special Issue of INSPIRE’25 April, PP  407-414