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 Enhancing Cybersecurity: Machine Learning Techniques for Phishing URL Detection Subject The topic of the resource gradient boosting; gridsearchcv Description An account of the resource Phishing attacks exploit user vulnerabilities in cybersecurity awareness by tricking them to fake websites designed to steal confidential data. This study proposes a method for detecting phishing URLs using machine learning. The proposed method analyzes various URL characteristics, such as length, subdomain levels, and the presence of suspicious patterns, which are key indicators of phishing attempts. Gradient Boosting was selected due to its robustness in handling complex, non-linear relationships between features, making it particularly effective in distinguishing between legitimate and phishing URLs, by evaluating the Gradient Boosting classifier on a dataset with 10,000 entries and 50 features, the method achieves an accuracy of 99%.This approach has the potential to enhance web browsers with add-ons or middleware that alert users from potential phishing sites which will be based solely on URL. 2024 IEEE. Creator An entity primarily responsible for making the resource Garnayak S.; Kumar A.; Sahoo S.; Gouda B.; Sharma V. Source A related resource from which the described resource is derived 2024 International Conference on Electrical, Electronics and Computing Technologies, ICEECT 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/ICEECT61758.2024.10739207" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICEECT61758.2024.10739207</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85211189476&amp;doi=10.1109%2FICEECT61758.2024.10739207&amp;partnerID=40&amp;md5=289f0aa1a7fade2a0e86ea8c76dcb18a" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85211189476&amp;doi=10.1109%2fICEECT61758.2024.10739207&amp;partnerID=40&amp;md5=289f0aa1a7fade2a0e86ea8c76dcb18a</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 979-835037809-2 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 Garnayak S., C.V Raman Global University, Computer Science And Engineering, Bhubaneswar, India; Kumar A., C.V Raman Global University, Computer Science And Engineering, Bhubaneswar, India; Sahoo S., C.V Raman Global University, Computer Science And Engineering, Bhubaneswar, India; Gouda B., C.V Raman Global University, Computer Science And Engineering, Bhubaneswar, India; Sharma V., CHRIST University, Computer Science Department, Delhi NCR, India