Journal IJCRT UGC-CARE, UGCCARE( ISSN: 2320-2882 ) | UGC Approved Journal | UGC Journal | UGC CARE Journal | UGC-CARE list, New UGC-CARE Reference List, UGC CARE Journals, International Peer Reviewed Journal and Refereed Journal, ugc approved journal, UGC CARE, UGC CARE list, UGC CARE list of Journal, UGCCARE, care journal list, UGC-CARE list, New UGC-CARE Reference List, New ugc care journal list, Research Journal, Research Journal Publication, Research Paper, Low cost research journal, Free of cost paper publication in Research Journal, High impact factor journal, Journal, Research paper journal, UGC CARE journal, UGC CARE Journals, ugc care list of journal, ugc approved list, ugc approved list of journal, Follow ugc approved journal, UGC CARE Journal, ugc approved list of journal, ugc care journal, UGC CARE list, UGC-CARE, care journal, UGC-CARE list, Journal publication, ISSN approved, Research journal, research paper, research paper publication, research journal publication, high impact factor, free publication, index journal, publish paper, publish Research paper, low cost publication, ugc approved journal, UGC CARE, ugc approved list of journal, ugc care journal, UGC CARE list, UGCCARE, care journal, UGC-CARE list, New UGC-CARE Reference List, UGC CARE Journals, ugc care list of journal, ugc care list 2020, ugc care approved journal, ugc care list 2020, new ugc approved journal in 2020, ugc care list 2021, ugc approved journal in 2021, Scopus, web of Science.
How start New Journal & software Book & Thesis Publications
Submit Your Paper
Login to Author Home
Communication Guidelines

WhatsApp Contact
Click Here

  IJCRT Search Xplore - Search all paper by Paper Name , Author Name, and Title

Volume 13 | Issue 10 |

Volume 13 | Issue 10 | Month  
Downlaod After Publication
1) Table of content index in PDF
2) Table of content index in HTML 2)Table of content index in HTML
3) Front Page                     3) Front Page
4) Back Page                     4) Back Page
5) Editor Board Member 5)Editor Board Member
6) OLD Style Issue 6)OLD Style Issue
Chania Chania
IJCRT Journal front page IJCRT Journal Back Page

  Paper Title: TEACHING COMPETENCY OF HIGHER SECONDARY SCHOOL TEACHERS IN RELATION TO PROFESSIONAL DEDICATION IN PUDUCHERRY REGIONS

  Author Name(s): A.ANBU

  Published Paper ID: - IJCRT2510079

  Register Paper ID - 294662

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2510079 and DOI :

  Author Country : Indian Author, India, 605014 , PONDICHERRY, 605014 , | Research Area: Social Science All

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2510079
Published Paper PDF: download.php?file=IJCRT2510079
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2510079.pdf

  Your Paper Publication Details:

  Title: TEACHING COMPETENCY OF HIGHER SECONDARY SCHOOL TEACHERS IN RELATION TO PROFESSIONAL DEDICATION IN PUDUCHERRY REGIONS

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 10  | Year: October 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Social Science All

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 10

 Pages: a613-a618

 Year: October 2025

 Downloads: 45

  E-ISSN Number: 2320-2882

 Abstract

This study examines the relationship between teaching competency and professional dedication among Higher Secondary School teachers in the Puducherry regions. A sample of 300 teachers was selected using stratified random sampling to ensure representation across demographic and institutional categories. Standardized tools were used to measure teaching competency and professional dedication, and data were analyzed using descriptive statistics, t tests, and ANOVA. Results indicated high overall levels of competency (M = 78.4) and dedication (M = 82.1). Significant differences in competency were found across gender, age, and teaching experience, while dedication varied by type of school and qualification. A positive correlation emerged, highlighting their interdependence.


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Keywords: Teaching competency, professional dedication, Higher Secondary School teachers

  License

Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: GUERRILLA MARKETING INSIGHTS: REDEFINING RELEVANCE IN A DIGITAL ERA

  Author Name(s): Mr.G.Prabhakaran, Dr.M.Suguna

  Published Paper ID: - IJCRT2510078

  Register Paper ID - 294644

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2510078 and DOI :

  Author Country : Indian Author, India, 636011 , salem, 636011 , | Research Area: Commerce All

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2510078
Published Paper PDF: download.php?file=IJCRT2510078
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2510078.pdf

  Your Paper Publication Details:

  Title: GUERRILLA MARKETING INSIGHTS: REDEFINING RELEVANCE IN A DIGITAL ERA

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 10  | Year: October 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Commerce All

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 10

 Pages: a605-a612

 Year: October 2025

 Downloads: 52

  E-ISSN Number: 2320-2882

 Abstract

In today's hyper connected global marketplace, the ability of marketing strategies to remain relevant is a decisive factor for organizational success. Guerrilla Marketing Insights: Redefining Relevance in a digital era explores how the concept of "Guerrilla Marketing" can serve as a unique framework to align brand value, customer expectations, and digital transformation. The study emphasizes the growing significance of consumer-centric approaches, data-driven decision-making, and digital platforms in shaping sustainable marketing strategies. By integrating global case studies, emerging technologies, and cultural adaptability, this research highlights how Guerrilla Marketing redefines traditional marketing paradigms into more dynamic, inclusive, and innovation-driven models. The findings suggest that marketing relevance in the digital era requires not only technological adoption but also a holistic understanding of consumer behavior across borders. The paper contributes to international marketing discourse by providing actionable insights for businesses, policymakers, and academics seeking to enhance market competitiveness, brand resonance, and customer engagement in an era defined by digital disruption.


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Key Words: Guerrilla Marketing, digital transformation, marketing relevance, consumer engagement, global strategies, innovation.

  License

Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: The Physiological View To Prevent Infertility With Special Reference To Rasayan

  Author Name(s): Dr. Jayshri Vithoba Badhe, Dr. Swati Chaudhari

  Published Paper ID: - IJCRT2510077

  Register Paper ID - 294587

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2510077 and DOI :

  Author Country : Indian Author, India, 443001 , BULDHANA, 443001 , | Research Area: Others area

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2510077
Published Paper PDF: download.php?file=IJCRT2510077
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2510077.pdf

  Your Paper Publication Details:

  Title: THE PHYSIOLOGICAL VIEW TO PREVENT INFERTILITY WITH SPECIAL REFERENCE TO RASAYAN

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 10  | Year: October 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Others area

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 10

 Pages: a600-a604

 Year: October 2025

 Downloads: 47

  E-ISSN Number: 2320-2882

 Abstract

Ayurveda is the holistic system of medicine which gives equal importance to preventive and curative aspects of treatment. In Ayurveda Vandhytva (Infertility) as an inability to reproduce naturally. Infertility is a medical conditions described by the failure to achieve a clinical pregnancy after 12 month or more of regular unprotected sexual intercourse. In present modern era, female infertility is raised to the alarming extent due to diet and lifestyle modification. Form a physiological perspective infertility as a disturbance in the normal functioning of the Hormones, structural abnormalities and sperm or egg quantity to overcome this Rasayan therapy is the Ayurvedic management that focuses on rejuvenation and restoration of the body's natural functioning, mainly in the reproductive system.


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Infertility, Agni, Rasayan, Ama, Dhatu, Artava.

  License

Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: Literature Review On Role of Shirodhara In Management Of Attention Deficit Hyperactivity Disorder In Childrens

  Author Name(s): Dr.Asmita Vaijinath Chaudhari, Dr.Manisha Amitkumar Jagtap

  Published Paper ID: - IJCRT2510076

  Register Paper ID - 294615

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2510076 and DOI :

  Author Country : Indian Author, India, 411028 , Pune, 411028 , | Research Area: Humanities All

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2510076
Published Paper PDF: download.php?file=IJCRT2510076
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2510076.pdf

  Your Paper Publication Details:

  Title: LITERATURE REVIEW ON ROLE OF SHIRODHARA IN MANAGEMENT OF ATTENTION DEFICIT HYPERACTIVITY DISORDER IN CHILDRENS

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 10  | Year: October 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Humanities All

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 10

 Pages: a592-a599

 Year: October 2025

 Downloads: 39

  E-ISSN Number: 2320-2882

 Abstract

ABSTRACT Attention-Deficit Hyperactivity Disorder (ADHD) is recognized as the most prevalent neurobehavioral condition in childhood. It is a multifactorial disorder of brain function marked by the triad of inattention, hyperactivity, and impulsivity. Genetic predisposition plays a major role in its causation, often influenced by environmental triggers. Although it can occur across all age groups, school-aged children are most frequently affected. In contemporary medicine, management strategies primarily include stimulant medications along with psychotherapeutic interventions. Ayurveda explains that any illness arises from the imbalance of either sharirika (physical) or manasika (psychological) doshas, or both. The characteristic symptoms of ADHD indicate involvement of vata dosha on the physical level and raja dosha on the mental plane. Shirodhara, an Ayurvedic therapeutic procedure described for mental health disorders, holds potential as a supportive intervention in behavioral conditions like ADHD. Considering its calming and stabilizing effect on the mind, Shirodhara may serve as an effective complementary approach in the management of neurobehavioral disorders.


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

ADHD, Inattention, Hyperactivity, Impulsivity, Shirodhara

  License

Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: Behind the Smiles: Stress, Anxiety, and Depression in Women Dental Patients in Urban area

  Author Name(s): Dr Jayalakshmi S, Dr Shivanand

  Published Paper ID: - IJCRT2510075

  Register Paper ID - 294565

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2510075 and DOI :

  Author Country : Indian Author, India, 560097 , Bangalore, 560097 , | Research Area: Other area not in list

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2510075
Published Paper PDF: download.php?file=IJCRT2510075
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2510075.pdf

  Your Paper Publication Details:

  Title: BEHIND THE SMILES: STRESS, ANXIETY, AND DEPRESSION IN WOMEN DENTAL PATIENTS IN URBAN AREA

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 10  | Year: October 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Other area not in list

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 10

 Pages: a588-a591

 Year: October 2025

 Downloads: 40

  E-ISSN Number: 2320-2882

 Abstract

Dental visits are often accompanied by psychological distress, with anxiety, stress, and depression playing significant roles in shaping treatment experiences. Although extensive research has been conducted on dental anxiety, limited attention has been given to the broader psychological dimensions, especially among women who are known to experience heightened vulnerability. This study investigates the prevalence and patterns of psychological distress among female dental patients in Bengaluru Urban, integrating both quantitative and qualitative approaches. Using the Depression, Anxiety, and Stress Scales (DASS-21), semi-structured interviews, and demographic profiling, the study highlights correlations between sociodemographic variables and distress levels. Findings reveal significant associations between younger age groups, lower educational levels, infrequent dental visits, and higher psychological distress. The study underscores the importance of integrating psychological screening into dental practice and advocates for a holistic approach that bridges dentistry and mental health in India.


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Psychological distress, dental anxiety, DASS-21, stress, depression

  License

Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: Decoding Soft Power as a Pillar of India's Neighbourhood First Policy

  Author Name(s): Naresh Kumar, Vimal Kumar Kashyap

  Published Paper ID: - IJCRT2510074

  Register Paper ID - 294609

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2510074 and DOI :

  Author Country : Indian Author, India, 177101 , Kangra, 177101 , | Research Area: Social Science All

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2510074
Published Paper PDF: download.php?file=IJCRT2510074
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2510074.pdf

  Your Paper Publication Details:

  Title: DECODING SOFT POWER AS A PILLAR OF INDIA'S NEIGHBOURHOOD FIRST POLICY

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 10  | Year: October 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Social Science All

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 10

 Pages: a575-a587

 Year: October 2025

 Downloads: 42

  E-ISSN Number: 2320-2882

 Abstract


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Neighbourhood First Policy; India's Soft Power Diplomacy; Culture; Education; Humanitarian; and Developmental Assistance.

  License

Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: The Impact of AI-Powered Personalization on Consumer Purchase Intention in Omnichannel Retail: A Mediating Role of Perceived Value and Trust

  Author Name(s): Dr. Khaleeq ur Raheman, Mr. Ata ur Rahman

  Published Paper ID: - IJCRT2510073

  Register Paper ID - 294621

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2510073 and DOI : https://doi.org/10.56975/ijcrt.v13i10.294621

  Author Country : Indian Author, India, 500004 , Hyderabad, 500004 , | Research Area: Commerce All

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2510073
Published Paper PDF: download.php?file=IJCRT2510073
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2510073.pdf

  Your Paper Publication Details:

  Title: THE IMPACT OF AI-POWERED PERSONALIZATION ON CONSUMER PURCHASE INTENTION IN OMNICHANNEL RETAIL: A MEDIATING ROLE OF PERCEIVED VALUE AND TRUST

 DOI (Digital Object Identifier) : https://doi.org/10.56975/ijcrt.v13i10.294621

 Pubished in Volume: 13  | Issue: 10  | Year: October 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Commerce All

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 10

 Pages: a570-a574

 Year: October 2025

 Downloads: 57

  E-ISSN Number: 2320-2882

 Abstract

The proliferation of artificial intelligence (AI) in retail has transformed customer interactions from transactional to highly personalized experiences. This study aims to investigate the direct and indirect effects of AI-powered personalization on consumer purchase intention within an omnichannel retail context. It specifically examines the mediating roles of perceived value and consumer trust. A structured questionnaire was developed and administered online to a sample of 327 Indian consumers who have experienced personalized recommendations on e-commerce platforms and in-store digital kiosks. Data analysis was conducted using SPSS for descriptive statistics and SmartPLS 4.0 for Structural Equation Modeling (SEM) to test the proposed hypotheses. The results indicate that AI-powered personalization has a significant positive direct effect on purchase intention. Furthermore, perceived value and trust were found to be significant partial mediators. Perceived value emerged as the stronger mediator, suggesting that consumers are primarily driven by the functional benefits of personalization. The study is limited by its cross-sectional design and geographic focus on urban Indian consumers. Future research could employ longitudinal designs and explore cultural differences. The findings offer practical implications for retailers to invest in AI systems that enhance perceived value (e.g., through relevant product discovery) while being transparent to build trust. This research contributes to the literature by integrating Technology Acceptance Model (TAM) and Stimulus-Organism-Response (S-O-R) framework to provide a holistic model that explains how personalization influences purchase decisions through key psychological mechanisms (perceived value and trust) in an omnichannel setting.


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Artificial Intelligence, Personalization, Omnichannel Retail, Purchase Intention, Perceived Value, Consumer Trust, Structural Equation Modeling

  License

Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: A comparison of the perceptions of B.Ed. and Shiksha Shastri student teachers regarding the challenges faced in implementing the National Education Policy 2020

  Author Name(s): Rekha Paliwal, Dr. Naresh Kumar Paliwal

  Published Paper ID: - IJCRT2510072

  Register Paper ID - 294603

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2510072 and DOI :

  Author Country : Indian Author, India, - , -, - , | Research Area: Science and Technology

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2510072
Published Paper PDF: download.php?file=IJCRT2510072
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2510072.pdf

  Your Paper Publication Details:

  Title: A COMPARISON OF THE PERCEPTIONS OF B.ED. AND SHIKSHA SHASTRI STUDENT TEACHERS REGARDING THE CHALLENGES FACED IN IMPLEMENTING THE NATIONAL EDUCATION POLICY 2020

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 10  | Year: October 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Science and Technology

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 10

 Pages: a565-a569

 Year: October 2025

 Downloads: 43

  E-ISSN Number: 2320-2882

 Abstract

A comparison of the perceptions of B.Ed. and Shiksha Shastri student teachers regarding the challenges faced in implementing the National Education Policy 2020


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

A comparison of the perceptions of B.Ed. and Shiksha Shastri student teachers regarding the challenges faced in implementing the National Education Policy 2020

  License

Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: Mental Health in the Digital Age: Can AI Detect & Support Emotional Well-Bringing

  Author Name(s): Abhinav Dinesan Nambiar, Gauri Ansurkar

  Published Paper ID: - IJCRT2510071

  Register Paper ID - 294616

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2510071 and DOI :

  Author Country : Indian Author, India, 421201 , Dombivali, 421201 , | Research Area: Science and Technology

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2510071
Published Paper PDF: download.php?file=IJCRT2510071
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2510071.pdf

  Your Paper Publication Details:

  Title: MENTAL HEALTH IN THE DIGITAL AGE: CAN AI DETECT & SUPPORT EMOTIONAL WELL-BRINGING

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 10  | Year: October 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Science and Technology

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 10

 Pages: a551-a564

 Year: October 2025

 Downloads: 42

  E-ISSN Number: 2320-2882

 Abstract

In today's world, people spend a lot of time online using phones, social media, and other digital platforms. While these tools can help us connect, they can also harm mental health by causing stress, loneliness, or anxiety. Many people who need mental health support do not get it due to stigma, high costs, or lack of access to professionals. Artificial Intelligence (AI) could help by detecting emotions through online activity, messages, or speech and by offering quick support. But there are concerns about how accurate AI really is, whether it can be trusted, and how it might affect privacy. This raises an important question: Can AI be used safely and effectively to support people's emotional well-being in the digital age?


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Artificial Intelligence, Mental Health, Emotional Well-being, Digital Mental Health, AI Therapy, Mental Health Apps, Emotional AI, AI and Privacy, Online Therapy, Future of Mental Health

  License

Creative Commons Attribution 4.0 and The Open Definition


  Paper Title: INTRUSION DETECTION SYSTEM USING MACHINE LEARNING

  Author Name(s): Miss.Aishwarya C Kodag, Prof. Dayanand G Savakar, Miss. Padma Yadahalli

  Published Paper ID: - IJCRT2510070

  Register Paper ID - 294622

  Publisher Journal Name: IJPUBLICATION, IJCRT

  DOI Member ID: 10.6084/m9.doi.one.IJCRT2510070 and DOI :

  Author Country : Indian Author, India, 587301 , Jamakhandi, 587301 , | Research Area: Science All

Published Paper URL: http://ijcrt.org/viewfull.php?&p_id=IJCRT2510070
Published Paper PDF: download.php?file=IJCRT2510070
Published Paper PDF: http://www.ijcrt.org/papers/IJCRT2510070.pdf

  Your Paper Publication Details:

  Title: INTRUSION DETECTION SYSTEM USING MACHINE LEARNING

 DOI (Digital Object Identifier) :

 Pubished in Volume: 13  | Issue: 10  | Year: October 2025

 Publisher Name : IJCRT | www.ijcrt.org | ISSN : 2320-2882

 Subject Area: Science All

 Author type: Indian Author

 Pubished in Volume: 13

 Issue: 10

 Pages: a545-a550

 Year: October 2025

 Downloads: 41

  E-ISSN Number: 2320-2882

 Abstract

Abstract: In today's digital era, networks are highly important but face growing threats such as malware, phishing, and denial-of-service attacks. Traditional intrusion detection systems, which rely on signatures, fail to detect zero-day and evolving attacks. To address this, the research proposes an intelligent IDS that uses machine learning models like SVM, Random Forest, and Logistic Regression to classify traffic as normal or malicious. The system includes real-time monitoring, automated classification, database logging, and an interactive web dashboard. Its performance is validated using metrics such as accuracy, precision, recall, and F1-score, showing strong robustness. Overall, the proposed IDS achieves higher accuracy and scalability, making it suitable for enterprises, institutions, and critical infrastructures.


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Intrusion Detection System, Machine Learning, Cybersecurity, Random Forest, Support Vector Machine, Logistic Regression

  License

Creative Commons Attribution 4.0 and The Open Definition



Call For Paper December 2025
Indexing Partner
ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
DOI Details

Providing A digital object identifier by DOI.org How to get DOI?
For Reviewer /Referral (RMS) Earn 500 per paper
Our Social Link
Open Access
This material is Open Knowledge
This material is Open Data
This material is Open Content
Indexing Partner

Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 7.97 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)

indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer
indexer