Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Unveiling the pattern of PhishingAttacks using the Machine Learning approach Subject The topic of the resource Adaptive Learning; Models; Phishing Detection; Real-time Threat Detection; User-Centric Design Description An account of the resource This study introduces a unique approach to strengthening cybersecurity by combining advanced models for real-time detection of phishing websites. A classifier is trained to discern patterns associated with legitimate and phishing URLs, leveraging a carefully organized labeled dataset. The model in this paper forms the foundation for a real-time detection system, providing users with real-time information on potential phishing threats. Integrating an adaptive decision-making algorithm improves decision-making adaptability, particularly in scenarios challenging the model's confidence. A user feedback loop ensures the continuous learning and refinement of the system, aligning it more closely with user expectations. The future scope of this research involves exploring advanced models, improving explainability, and incorporating dynamic features for enhanced detection. Adaptive policies, large-scale deployment, and ethical implications are pivotal for real-world applicability. In conclusion, this study contributes to advancing phishing detection methodologies and lays the groundwork for future innovations in cybersecurity. The collaborative efforts of academia, industry, and cybersecurity stakeholders arenecessaryfor realizing the full potential of this paper and ensuring a safer online platform for users. 2024 IEEE. Creator An entity primarily responsible for making the resource Sinha V.; Shanbhog M.; Upreti K. Source A related resource from which the described resource is derived Proceedings - 3rd International Conference on Advances in Computing, Communication and Applied Informatics, ACCAI 2024 Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ACCAI61061.2024.10602318" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ACCAI61061.2024.10602318</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85200594992&amp;doi=10.1109%2FACCAI61061.2024.10602318&amp;partnerID=40&amp;md5=5045bdf54aed68228b892557bb0f52e0" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85200594992&amp;doi=10.1109%2fACCAI61061.2024.10602318&amp;partnerID=40&amp;md5=5045bdf54aed68228b892557bb0f52e0</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835038943-2 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Sinha V., Christ (Deemed to Be University), Department of Computer Science, NCR, Delhi, India; Shanbhog M., Christ (Deemed to Be University), Department of Computer Science, NCR, Delhi, India; Upreti K., Christ (Deemed to Be University), Department of Computer Science, NCR, Delhi, India