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 Articles Article Faculty Publications -Articles 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 SIDNet: A SQL Injection Detection Network for Enhancing Cybersecurity Subject The topic of the resource CNN; cyber security; SIDNet; SQLI Description An account of the resource SQL (Structured Query Language) injection is one of the most prevalent and dangerous forms of cyber-attacks, posing significant threats to database management systems and the overall security of web applications. By exploiting vulnerabilities in web applications, attackers can execute malicious SQL statements, potentially compromising the integrity and confidentiality of critical data. To combat these threats, in this study, we introduce two novel CNN models, SIDNet-1 (SQL Injection-attack Detection Network-1) and SIDNet-2 (SQL Injection-attack Detection Network-2), specifically designed for the classification of SQL injection attacks to bolster web application security. Our comprehensive evaluation includes a comparison of the performance of these customized CNN models against traditional machine learning approaches, highlighting improvements in classification accuracy and reductions in false alarm rates. The proposed models have been experimented with two publicly available dataset SQLI (SQL-Injection) and SQLV2 (SQL-Injection version2). Specifically, SIDNet-1 achieves an impressive accuracy of 98.02% on the SQLI dataset, while SIDNet-2 closely follows with 97.54%. Furthermore, on the SQLIV2 dataset, SIDNet-1 attains 97.77%, and SIDNet-2 achieves 97.83% accuracy respectively. 2013 IEEE. Creator An entity primarily responsible for making the resource Muduli D.; Shookdeb S.; Zamani A.T.; Saxena S.; Kanade A.S.; Parveen N.; Shameem M. Source A related resource from which the described resource is derived IEEE Access, Vol-12, pp. 176511-176526. 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/ACCESS.2024.3502293" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ACCESS.2024.3502293</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85210284721&amp;doi=10.1109%2FACCESS.2024.3502293&amp;partnerID=40&amp;md5=ebd36bc7b0078ed76d973684d6e64914" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85210284721&amp;doi=10.1109%2fACCESS.2024.3502293&amp;partnerID=40&amp;md5=ebd36bc7b0078ed76d973684d6e64914</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 21693536 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 Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Muduli D., C. V. Raman Global University, Department of Computer Science and Engineering, Odisha, Bhubaneswar, 752054, India; Shookdeb S., C. V. Raman Global University, Department of Computer Science and Engineering, Odisha, Bhubaneswar, 752054, India; Zamani A.T., Northern Border University, Department of Computer Science, Arar, 91431, Saudi Arabia; Saxena S., CHRIST University, Department of Computer Science, Bengaluru, India; Kanade A.S., Dr. Vishwanath Karad-MIT-World Peace University, Department of Computer Science and Applications, Pune, 411038, India; Parveen N., Koneru Lakshmaiah Education Foundation Deemed to Be University, Department of Computer Science and Engineering, Andhra Pradesh, Guntur, 522302, India; Shameem M., King Fahd University of Petroleum and Minerals, Interdisciplinary Research Center for Intelligent and Secure Systems, Dhahran, 31261, Saudi Arabia