Vol. 7 No. 6 (2025): Proceedings of the 3rd International Conference on Artificial Intelligence, Machine Learning and Cybersecurity

Conference: 3rd International Conference on Artificial Intelligence, Machine Learning and Cybersecurity (ICAMC-2025) 1-2 May 2025
Conference Organizer: HMR Institute of Technology and Management, Hamidpur, New Delhi, India
Conference Venue: HMR Institute of Technology and Management, Hamidpur, New Delhi, India
Volume Editors: Dr. Vivek Chandra Pandey, Dr. Md. Ehsan Asgar, Dr. Pradeep, Mr. Abhendra Pratap Singh
ISSN:2582-3922
ISBN: 978-81-989164-9-5

DOI: https://doi.org/10.21467/proceedings.7.6

Published: 2025-11-21

Front Matter

Articles

Data Mesh-Driven Enhancements in Sign Language Recognition Using LRCN and 3DCNN Models

Sunil Pradhan Sharma, Elakkiya Daivam (Author)

1-6
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YOLOv11 Based Classification of Lumbar Spine Degenerative Changes Across Multi-Modal Imaging

Vaibhavi Patel, Apurv Chudasama, Amit Thakkar (Author)

7-18
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A Comprehensive Review on Technological Implementations and Innovations in Cyclone & Flood Disaster Management

Abhendra Pratap Singh, Nandini Sharma, Arpit Dwivedi, Vansh Garg, Saksham Aggarwal, Aakriti Sharma, Dhruv Popli (Author)

19-25
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AI-Driven Integrated Platform for Comprehensive Flood and Cyclone Disaster Management

Abhendra Pratap Singh, Nandini Sharma, Arpit Dwivedi, Aakriti Sharma, Dhruv Popli, Vansh Garg, Saksham Aggarwal (Author)

26-32
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Automated Attendance Tracking System Using Geolocation Technologies: A Hybrid Solution for Onsite and Offsite Employees

Abhendra Pratap Singh, Dushyant Kumar, Bhumika Sharma, Jagriti Sharma, Abhishek Kumar, Keshav, Diya Gupta (Author)

33-41
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A Comprehensive Review on Geolocation Based Attendance Monitoring Systems in Various Industries

Abhendra Pratap Singh, Dushyant Kumar, Bhumika Sharma, Jagriti Sharma, Abhishek Kumar, Keshav, Diya Gupta (Author)

42-46
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ARGUS: Revolutionizing Emergency Disaster Response Using AI and IOT

Usha Dhankar, Rahul Dahiya, Snehit Pandey, Nishant, Chandragupt Seni, Nishant Gupta (Author)

47-56
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FIDO based Password Less Authentication System for E-Bikes

M. Gopinath , Uday Kiran Pillala , Umesh Meduri (Author)

57-67
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A Study on Car Parking Occupancy Detection Using Smart Camera Networks and Deep Learning

Manisha Sharma, Anshu Sharma, Pooja Dahiya, Komal Malik (Author)

68-74
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Blockchain-Powered Metaverse: Enhancing Security, Decentralization, and Interoperability for Next-Generation Virtual Ecosystems

Akshaj Saini, Navjot Kumari, Garima Thakur, Parteek, Sahil Kaushik, Tanmay Kumar Jaiswal, Bharat Sharma (Author)

75-81
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The Impact of Digital Technologies and Artificial Intelligence on the Quality of Life of the Population in Russia

Tsygankova Inga, Kruglov Dmitrii, Reznikova Olga, Degtyarev Nikita (Author)

82-92
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Continuous Authentication via Bluetooth and Mobile Devices

Asish Gummidi (Author)

93-99
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Detection of Sleep Apnea using 1D-CNN-BiLSTM: Fine-Tuning Convolutional Neural Network and Long Short-Term Memory Architecture for Improved Performance

Hritam Ghoshal, Anurag Dhar, Krishnadas Saha (Author)

100-107
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Heimdall: Machine Learning-Driven Attack Correlation and Forensic Intelligence for Enterprise Cybersecurity

J. Rajeshwar, Yaddanapudi Vishnu Srivatsava, Sai Kiran B L S , Dasari Ajay (Author)

108-114
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Enhanced CNC Fault Prognostics with K-Means Clustering and Particle Swarm Optimization for Pattern Analysis and Reduction

Priyadarshini Radhakrishnan , Nagendra Kumar Musham , Venkata Sivakumar Musam, Sathiyendran Ganesan, Priyan Malarvizhi Kumar (Author)

115-123
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Real-Time Vision-Based Hand Gesture Recognition System for Multi-Functional Contactless Control of Digital Applications

Sanjivani Adsul, Sachi Khobragade, Nakul Kohad, Parth Khot, Shashank Kumbhar (Author)

124-134
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Leveraging AI and ML for 21st-Century Skill Development: A Paradigm Shift in Education and Workforce Transformation

SWATI SHARMA (Author)

135-146
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CharacterBot: AI-Powered TV Series Insights

Gautam, Himanshu Shahoo (Author)

147-154
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Real-Time Big Data Analytics in Social Media: Enhancing User Behavior Prediction

Sarthak Sharma, Sanskar Gaherwal, Aman, Sonia Sharma (Author)

155-170
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A Secure and Efficient Cross-Platform P2P File Sharing System

Urmila, Shubham (Author)

171-178
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Sentiment Analysis for Low Resource Language Using Machine Learning and Deep Learning

Tajinder Kaur, Gagninder Kaur (Author)

179-185
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Detection of Venomous and Non-Venomous Snakes using Convolutional Neural Network in Deep Learning

Akanksha Thakur, Gagninder Kaur (Author)

186-194
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Sensor Based Smart Agriculture Monitoring System Using Web & IOT Based

Christin Varghese, Shyam Sunder Kumar, Vishvendra Pal Singh Nagar (Author)

195-207
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Implementation of Smart Hydroponic Farming Using AI Controller with Mobile Application System

Namita Kathpal, Shradha Gola, Shobhit Mishra, Kuricheti Dakshayini (Author)

208-214
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Detection Techniques of PCOS Using Supervised Machine Learning and CNN

Akash Rawat, Gagnider Kaur (Author)

215-221
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The Role of AI in Personalization for Digital Platforms

Usha Dhankar, Deepak Yadav, Mayank Kumar Grade, Deepesh Narang, Karishma Varshney (Author)

222-228
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Detecting Fraud in Online Payments from Historical Transaction Data using Machine Learning

Archana T, Sayantan Mandal, Sandeep Kumar Gupta, Kankan Hembrom (Author)

229-235
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User-Centric Sentiment Analysis of DeepSeek R1: Leveraging Google Play Store Reviews through Feature-Rich Machine Learning Models

Simran Thakur, Anuradha Devi , Priyanka Kumari (Author)

236-242
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A Comprehensive Review on Mechanical based and AI based Natural Fibres Reinforced Composite Materials

Abhendra Pratap Singh, Nandini Sharma, Pawan Shukla, Vanshika Dua, Anirudh Manhas, Progya Pal, Akshit Verma (Author)

243-248
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A Comprehensive Review On Recent Developments, Techniques and Applications of Radio Frequency Energy Harvesting in Wireless Energy Harvesting

Taruna Sharma, Aakriti Sharma, Nandini Sharma, Arpit Dwivedi (Author)

249-255
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Resource Management in Healthcare IoT Networks Using Machine Learning for Accuracy Enhancement

Archana Mongia, Indu Bhardwaj (Author)

256-264
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Machine Learning and Experimental Study on the Fe2O3 Nanoparticles Blended Waste Cooking Oil Biodiesel on the Performance Of CI Engine

Manav Khera, Abhendra Pratap Singh, Md Ehsan Asgar, Uma Gautam, Rajeev Ranjan, Nandini Sharma (Author)

265-286
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Dynamic Light Control: Revolutionizing Nighttime Visibility With Intelligent Road Illumination

Jitesh Tandon (Author)

287-293
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Bio Larynx: When Your Voice Knows Before You Do

Usha Dhankar, Priyansha Sachdev, Swastik Goomber, Supriya Kumari, Shivam Bansal (Author)

294-306
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Detecting and Watermarking Fake Videos using AI Model

Prince Kumar, Lav Raman Sinha, Subrojeet Das, Anuranjana (Author)

307-313
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Automating University Administration: A Systematic Review of Chatbot Applications in Higher Education

Prashant, Monika Poriye, Pradeep Mittal, Naveen Sharma (Author)

314-323
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Integrating Fuzzy Logic into Lexicon-Based Sentiment Analysis: A Hybrid Framework

Gaytri Devi, Mukesh Kumar Rana, Srishti Taneja (Author)

324-332
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From Bits to Breaks: Decoding the App Switching Disruption in Digital Study Sessions

Mandakini Ingle, Shweta Gupta, Avi Mahajan (Author)

333-340
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Unsupervised Machine Learning to Detect Abnormal Activities using CNN & 3D Spatial-Temporal AutoEncoder (3DSTAE)

Mandakini Ingle, Pinky Rane, Harshraj Sharma, Ishika Goyal, Kapil Nakum (Author)

341-348
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Humanoid Robotics: Recent Developments, Challenges, and Ethical Issues in Future Integration

Abhendra Pratap Singh, Uma Gautam, Md. Ehsan Asgar , Rajeev Ranjan, Nandini Sharma, Pawan Shukla, Akshit Verma (Author)

349-360
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Risk Management in Personal Data Processing Within University-Corporate Partnership Interactions

Kruglov D. V, Lyashenko V. Е (Author)

361-369
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Enhancing Deepfake Detection Using Attention Mechanisms in Image Classification

Kavita Sultanpure, Prajakta Kumbhare, Jay Kumavat, Nidhi Karkera, Mandar Mahapure, Ameya Pathak (Author)

370-376
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Designing Intelligent Systems for Unforeseen Discoveries

Krishna Kumar (Author)

377-384
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BlockShare: A Privacy-Preserving Blockchain System for Secure Data Sharing

Apeksha Bhuekar (Author)

385-394
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An Access Control Mechanism and Decentralization Authentication in IOT Devices

Abhishek Kumar, Anshul Mohan Gupta, Ashish Chaudhary, Rajorshi Sen (Author)

395-403
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Crop Optimizer: Efficient Data Driven Solutions

Mehul Kumar, Maanas Gulati (Author)

404-411
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AI-Powered Career Coach: A Review on Digital Career Assistance System

Saba Zaidi, Gyan Prakash, Rajat Siwach, Manan Yadav, Rahul Bhandari (Author)

412-417
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Credit Card Fraud Detection Using Machine Learning Algorithms

Kavita Rani, Anjali Garg, Saba Zaidi, Kunal Saini, Sunidhi (Author)

418-423
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Optimising Aerodynamics of Car using Dynamic Flow Lines Adaptation

Shreyas Reddy, Siddharth Rajendran , Rashid T Tahasildar, Surobhi Halder, Umme Haani (Author)

424-432
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Detection of Offensive and Abusive Marathi Comments Using MBERT and Trie Algorithm

Deepali Jadhav, Sakshi Sonawane, Shreaysh Chudiwal, Chaitanya Dhotre, Ghansham Pawar, Renuka Raut (Author)

433-439
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Intelligent Machine Learning based Fault Prediction Model for Induction Motor

Sayon Ray, U Sowmmiya, Munnam Rahul Vyas, Mutnuru Anirudh, Chitibala Maneesh Kumar Reddy, Rahul Somnath S (Author)

440-450
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Breaking Neural Barriers with Transformers Replacing RNN and CNN

Dhruv Goyal, Divy Raj, Mittar Pal (Author)

451-457
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AI Enabled Credit Card Fraud Detection System Using Cloud Computing

Abhishek Shinde, Rohit Shinde, Satish Chavhan, Alpana Borse (Author)

458-465
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Addressing Security Vulnerabilities in Modern Cloud Computing: A Case Study and Hybrid Mitigation Approach

Rehnuma Tasnim, Ridoy Kumar Roy, Mst Habiba Farhana, Md Sabbir Ahamed, Md Mahbubur Rahman Akash, Ismail Hossain Pranto (Author)

466-474
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Understanding the Unspoken: A Cross-Cultural AI Framework for Sentiment and Bias Detection

Karmbir, Sushil Verma, Piyush Gupta, Priya, Prakhar Pandey (Author)

475-484
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A Review of Blockchain-Based Solutions to Internet of Things (IoT) Security Challenges

Joni, Shuchita Upadhyaya, Monika Poriye, Naveen Sharma (Author)

485-491
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An Effective Artificial Intelligence Model for the Detection and Classification of Credit Cards Scams

Jitender Kumar, Manjali Gupta (Author)

492-504
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Blockchain-based CP-ABE System Using ECC for Cloud Storage

Walde Rajesh Baliram, Bashir Alam, M. N. Doja (Author)

505-516
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Generative AI and Large Language Models in Engineering and Management: Opportunities and Challenges

V C Pandey, Ish Pandey, Dmitri Kruglov (Author)

517-524
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Machine Learning-Based Automated Dust Detection on Solar Panels: A Comparative Study

Renu Chaudhary, Gurpreet Kaur, Usha Dhankar, Urmila (Author)

525-531
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Detection of Phishing Websites Using Machine Learning

Usha Dhankar, Hitesh Manral, Nitin Kumar (Author)

532-538
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Breaking Encapsulation in Java-Methods, Security Implications and Mitigation Strategies

Mohammad Adeel, Shafiqul-Abidin, Hashir Sayed, Neha Yadav, Faisal Rais, Mohd. Izhar (Author)

539-549
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