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.12 Issue.2

Submission
Last date
28-Apr-2026
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-12,Issue-2. 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: :  PASSWORD STRENGTH ANALYZER USING LSTM AND CNN
PaperId: :  26069
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 2 2025
DUI:    16.0415/IJARIIE-26069
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Binoy ShijuHoly Grace Academy Of Engineering
Arathy K LHoly Grace Academy Of Engineering
Adinath ManojHoly Grace Academy Of Engineering
Anriya JaisonHoly Grace Academy Of Engineering
Ajith P JHoly Grace Academy Of Engineering

Abstract

Computer Engineering
Password strength analyzer , cnn , lstm , 1D-convolution layer, machine learning , ai
This project presents a deep learning-based password strength analyzer using CNN and LSTM networks to evaluate password security. The hybrid model processes password patterns through convolutional layers for feature extraction and LSTM layers for sequential dependency analysis. Trained on a dataset of weak and strong passwords, it predicts strength with high accuracy. The system aids in cybersecurity by identifying vulnerable passwords before they are compromised.

Citations

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

IJARIIE Binoy Shiju, Arathy K L, Adinath Manoj, Anriya Jaison, and Ajith P J. "PASSWORD STRENGTH ANALYZER USING LSTM AND CNN" International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 2 2025 Page 1078-1084
MLA Binoy Shiju, Arathy K L, Adinath Manoj, Anriya Jaison, and Ajith P J. "PASSWORD STRENGTH ANALYZER USING LSTM AND CNN." International Journal Of Advance Research And Innovative Ideas In Education 11.2(2025) : 1078-1084.
APA Binoy Shiju, Arathy K L, Adinath Manoj, Anriya Jaison, & Ajith P J. (2025). PASSWORD STRENGTH ANALYZER USING LSTM AND CNN. International Journal Of Advance Research And Innovative Ideas In Education, 11(2), 1078-1084.
Chicago Binoy Shiju, Arathy K L, Adinath Manoj, Anriya Jaison, and Ajith P J. "PASSWORD STRENGTH ANALYZER USING LSTM AND CNN." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 2 (2025) : 1078-1084.
Oxford Binoy Shiju, Arathy K L, Adinath Manoj, Anriya Jaison, and Ajith P J. 'PASSWORD STRENGTH ANALYZER USING LSTM AND CNN', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 2, 2025, p. 1078-1084. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/PASSWORD_STRENGTH_ANALYZER_USING_LSTM_AND_CNN_ijariie26069.pdf (Accessed : ).
Harvard Binoy Shiju, Arathy K L, Adinath Manoj, Anriya Jaison, and Ajith P J. (2025) 'PASSWORD STRENGTH ANALYZER USING LSTM AND CNN', International Journal Of Advance Research And Innovative Ideas In Education, 11(2), pp. 1078-1084IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/PASSWORD_STRENGTH_ANALYZER_USING_LSTM_AND_CNN_ijariie26069.pdf (Accessed : )
IEEE Binoy Shiju, Arathy K L, Adinath Manoj, Anriya Jaison, and Ajith P J, "PASSWORD STRENGTH ANALYZER USING LSTM AND CNN," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 2, pp. 1078-1084, Mar-App 2025. [Online]. Available: http://ijariie.com/AdminUploadPdf/PASSWORD_STRENGTH_ANALYZER_USING_LSTM_AND_CNN_ijariie26069.pdf [Accessed : ].
Turabian Binoy Shiju, Arathy K L, Adinath Manoj, Anriya Jaison, and Ajith P J. "PASSWORD STRENGTH ANALYZER USING LSTM AND CNN." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 2 ().
Vancouver Binoy Shiju, Arathy K L, Adinath Manoj, Anriya Jaison, and Ajith P J. PASSWORD STRENGTH ANALYZER USING LSTM AND CNN. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : ]; 11(2) : 1078-1084. Available from: http://ijariie.com/AdminUploadPdf/PASSWORD_STRENGTH_ANALYZER_USING_LSTM_AND_CNN_ijariie26069.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Ensemble Models and Explainable AI for Malware DetectionComputer Science M Vandana Download
Smart E-Healthcare SystemComputer EngineeringVattikoti Sai Download
SURVEY ON RETAIL INSIGHT GENERATOR: VISION AI FOR CUSTOMER ANALYTICS AND HEATMAPSComputer EngineeringAmalkrishna K B Download
SMART COLLEGE SECURITY:AI-POWERED IDCARD VIOLATION AND FACE RECOGNITIONSYSTEMComputer science Athira Thomas Download
Consumer Behavioural Analysis Using Advanced Clustering TechniquesComputer Science and EngineeringSupriya Thati Download
A Low-Cost Smartphone-Based Sign Language Translator Using Computer Vision for Real-Time Deaf–Hearing CommunicationComputer Science and EngineeringHarsh Mishra Download
Predicting Stock Market Trends using Deep Learning TechniquesComputer Science and EngineeringAkruthi Shere Download
A SURVEY ON SMART VOTING SYSTEM USING BLOCKCHAINComputer Science EngineeringAleena Shaju Download
A SURVEY ON SECURESCAN 360: CYBER INTEGRATED SYSTEM FOR THREAT DETECTION AND IMAGE AUTHENTICATIONComputer Science and EngineeringAparna Sunil Download
Efficient Use of Dialog Boxes in GUI Development using VB.NETComputer ScienceDR. RISHI MATHUR Download
A SURVEY ON HOPEBITE: AI-POWERED SMART FOOD DISTRIBUTION FOR COMMUNITIES IN NEEDComputer Science and EngineeringJUGAL KRISHNA V S Download
A SURVEY ON ACCIDENT DETECTION AND AUTOMATED EMERGENCY NOTIFICATION SYSTEM USING YOLO V8Computer EngineeringVipin Varghese Download
INVISIBLE DISABILITY AND ROUTINE WELLNESS TRACKERComputer Science and EngineeringAnna Rose Poly Download
A SURVEY ON AI POWERED SELF HEALING CODE DEBUGGERComputer EngineeringNandana Shibu Download
MULTIPLE DISEASE PREDICTION AND DRUG RECOMMENDATION SYSTEM USING MACHINE LEARNINGCOMPUTER ENGINEERING DR. J. AMUTHARAJ 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 © 2026. IJARIIE. All Rights Reserved.