Logo
  • Home
  • About Us
    • Aim and Scope
    • Research Area
    • Impact Factor
    • Indexing
  • For Authors
    • Authors Guidelines
    • How to publish paper?
    • Download Paper format
    • Submit Manuscript
    • Processing Charges
    • Download Copyrights Form
    • Submit Payment-Copyrights
  • Archives
    • Current Issues
    • Past Issues
    • Conference Issues
    • Special Issues
    • Advance Search
  • IJARIIE Board
    • Join as IJARIIE Board
    • Advisory Board
    • Editorial Board
    • Sr. Reviewer Board
    • Jr. Reviewer Board
  • Proposal
    • Conferece Proposal
    • Special Proposal
    • Faqs
  • Contact Us
  • Payment Detail

Call for Papers:Vol.11 Issue.4

Submission
Last date
28-Aug-2025
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-11,Issue-4. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

  • How to Publish Paper
  • Submit Manuscript
  • Processing Charges
  • Submit Payment

Archives

  • Current Issue
  • Past Issue

IJARIIE Board

  • Member Of Board
  • Join As Board

Downloads

  • Authors Guidelines
  • Manuscript Template
  • Copyrights Form

Android App

Download IJARIIE APP
  • Authors
  • Abstract
  • Citations
  • Downloads
  • Similar-Paper

Authors

Title: :  Study of Learning Behavior for Protection of User's Privacy for Internet of Things Environment Using Machine Learning
PaperId: :  21106
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 4 2023
DUI:    16.0415/IJARIIE-21106
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
AMOL ATMARAM DHUMALSardar Patel University, Balaghat
Dr. Tryambak HiwarkarSardar Patel University, Balaghat

Abstract

CSE
Internet of Things (IoT), User Privacy, Machine Learning, Privacy Protection, IoT Security
In this study, we propose a novel approach that leverages machine learning algorithms to analyze and predict user behavior patterns within the IoT environment. By understanding how users interact with IoT devices and the data they generate, our framework aims to identify potential privacy risks and vulnerabilities. To achieve this, we collect and analyze real-world IoT data to build a comprehensive dataset. We then employ various machine learning techniques, such as supervised and unsupervised learning, to train models capable of recognizing normal and potentially malicious behaviors. By continuously learning from new data, the system can adapt to evolving threats and privacy challenges. The key contributions of this research lie in the development of an efficient and adaptive learning behavior framework for protecting user privacy in the IoT environment. By proactively identifying and mitigating privacy risks, our approach empowers users with greater control over their personal data and fosters trust in IoT technologies. The findings from this study have significant implications for IoT security and privacy practices. As the IoT ecosystem continues to grow, adopting machine learning-based privacy protection mechanisms will play a crucial role in safeguarding user information and promoting a secure and privacy-preserving IoT environment.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE AMOL ATMARAM DHUMAL, and Dr. Tryambak Hiwarkar. "Study of Learning Behavior for Protection of User's Privacy for Internet of Things Environment Using Machine Learning" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 4 2023 Page 535-542
MLA AMOL ATMARAM DHUMAL, and Dr. Tryambak Hiwarkar. "Study of Learning Behavior for Protection of User's Privacy for Internet of Things Environment Using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 9.4(2023) : 535-542.
APA AMOL ATMARAM DHUMAL, & Dr. Tryambak Hiwarkar. (2023). Study of Learning Behavior for Protection of User's Privacy for Internet of Things Environment Using Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education, 9(4), 535-542.
Chicago AMOL ATMARAM DHUMAL, and Dr. Tryambak Hiwarkar. "Study of Learning Behavior for Protection of User's Privacy for Internet of Things Environment Using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 4 (2023) : 535-542.
Oxford AMOL ATMARAM DHUMAL, and Dr. Tryambak Hiwarkar. 'Study of Learning Behavior for Protection of User's Privacy for Internet of Things Environment Using Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 4, 2023, p. 535-542. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Study_of_Learning_Behavior_for_Protection_of_User_s_Privacy_for_Internet_of_Things_Environment_Using_Machine_Learning_ijariie21106.pdf (Accessed : 19 July 2023).
Harvard AMOL ATMARAM DHUMAL, and Dr. Tryambak Hiwarkar. (2023) 'Study of Learning Behavior for Protection of User's Privacy for Internet of Things Environment Using Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, 9(4), pp. 535-542IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Study_of_Learning_Behavior_for_Protection_of_User_s_Privacy_for_Internet_of_Things_Environment_Using_Machine_Learning_ijariie21106.pdf (Accessed : 19 July 2023)
IEEE AMOL ATMARAM DHUMAL, and Dr. Tryambak Hiwarkar, "Study of Learning Behavior for Protection of User's Privacy for Internet of Things Environment Using Machine Learning," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 4, pp. 535-542, Jul-Aug 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Study_of_Learning_Behavior_for_Protection_of_User_s_Privacy_for_Internet_of_Things_Environment_Using_Machine_Learning_ijariie21106.pdf [Accessed : 19 July 2023].
Turabian AMOL ATMARAM DHUMAL, and Dr. Tryambak Hiwarkar. "Study of Learning Behavior for Protection of User's Privacy for Internet of Things Environment Using Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 4 (19 July 2023).
Vancouver AMOL ATMARAM DHUMAL, and Dr. Tryambak Hiwarkar. Study of Learning Behavior for Protection of User's Privacy for Internet of Things Environment Using Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 19 July 2023]; 9(4) : 535-542. Available from: https://ijariie.com/AdminUploadPdf/Study_of_Learning_Behavior_for_Protection_of_User_s_Privacy_for_Internet_of_Things_Environment_Using_Machine_Learning_ijariie21106.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 7/19/2023 9:35:09 AM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Real-Time Hand Gesture Recognition with Finger Counting (Using OpenCV and Mediapipe)Computer scienceBhumika Sahu Download
Diffie Hellman Key Exchange Algorithm with Man in the middle attack (MITM)Computer Science EngineeringMahesh Purushottam Gajbhiye Download
AN IMPROVED ATTRIBUTE BASED ACCESS CONTROL IN PERSONAL HEALTH RECORDS USING CLOUD WITH CONSTANT CIPHERTEXT LENGTHScience and TechBitrus Isahaka Dzarma Download
Driver Drowsiness Detection System By Measuring EAR and MARComputer Engineering Zoya Fatema Khan Download
Cloud-Based File Storage and Sharing Web ApplicationComputer Science & EngineeringMohammed Aadil Download
STUDYNEST: ONLINE LEARNING PLATFORM WITH AI RECOMMENDATION SYSTEMComputer Science and Engineering Urvashi Suresh Waghmare Download
Leveraging AWS for Developing and Hosting a Dynamic Food Ordering Web ApplicationComputer EngineeringAfshin Khanam Download
Edge-to-Cloud Synergy: An Autoencoder-GAN Framework for Anomaly Detection in Healthcare Records, Financial Statements, and Secure Cloud StorageInformation TechnologyKarthik Kushala Download
E-Commerce Fraud Detection Based on Machine Learning TechniquesComputer Science EngneeringVikram Ankush Ade Download
Detection of Phishing Website Using Gradient Boosting AlgorithmComputer Science and EngineeringYAWALKAR PRASAD PRAMOD Download
Property Dealing WebComputer Science EngineeringYash Chaudhari Download
Reinforcement Learning for the Evolution of Antimicrobial Nano formulationsmachine learningMadhusudan Download
SecuraVault: A secured blockchain based cloud storage systemComputer Engineering Anshika Jaiswal Download
Autoimmune Disease Detection in women Using Machine Learning Approachcomputer science EngineeringJ. L. V. S. Download
Medicine Overdose Detection System Using Machine LearningComputer Science EngineeringDr.Somashekhar B M Download
12
For Authors
  • Submit Paper
  • Processing Charges
  • Submit Payment
Archive
  • Current Issue
  • Past Issue
IJARIIE Board
  • Member Of Board
  • Join As Board
Privacy and Policy
Follow us

Contact Info
  • +91-8401209201 (India)
  • +86-15636082010 (China)
  • ijariiejournal@gmail.com
  • M-20/234 Ami Appt,
    Nr.Naranpura Tele-Exch,
    Naranpura,
    Ahemdabad-380063
    Gujarat,India.
Copyright © 2025. IJARIIE. All Rights Reserved.