{"id":2822,"date":"2025-08-06T10:27:26","date_gmt":"2025-08-06T14:27:26","guid":{"rendered":"https:\/\/www.yorku.ca\/research\/bccc\/?page_id=2822"},"modified":"2025-08-06T10:27:26","modified_gmt":"2025-08-06T14:27:26","slug":"sql-injection-attack-bccc-sfu-sqlinj-2023","status":"publish","type":"page","link":"https:\/\/www.yorku.ca\/research\/bccc\/ucs-technical\/cybersecurity-datasets-cds\/sql-injection-attack-bccc-sfu-sqlinj-2023\/","title":{"rendered":"SQL Injection Attack (BCCC-SFU-SQLInj-2023)"},"content":{"rendered":"\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p>This dataset consists of 11,012 evasive or sophisticated malicious SQL queries. These queries are generated using a genetic algorithm applied to the Kaggle malicious SQL dataset. The goal of the genetic algorithm is to enhance the evasiveness and sophistication of the original malicious queries.<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p><strong>The full research paper outlining the details of the dataset and its underlying principles:<br><\/strong><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85em\">\n<p>\"An Evolutionary Algorithm for Adversarial SQL Injection Attack Generation\", Maryam Issakhani, Mufeng Huang, Mohammad A. Tayebi, Arash Habibi Lashkari, IEEE Intelligence and Security Informatics (ISI2023), NC, USA<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p><strong>Download Dataset:<\/strong><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85em\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button bg-primary-2 text-white rounded-0 learnmore-block p-2\"><a class=\"wp-block-button__link has-text-color has-background no-border-radius wp-element-button\" href=\"https:\/\/www.yorku.ca\/research\/bccc\/wp-content\/uploads\/sites\/759\/2023\/05\/BCCC-SFU-SQLInj-2023.csv\" style=\"color:#ffffff;background-color:#810001\" target=\"_blank\" rel=\"noreferrer noopener\">BCCC-SFU-SQLInj-2023 (CSV file) <i class=\"fas fa-chevron-right small pl-2\"><\/i><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>This dataset consists of 11,012 evasive or sophisticated malicious SQL queries. These queries are generated using a genetic algorithm applied to the Kaggle malicious SQL dataset. The goal of the genetic algorithm is to enhance the evasiveness and sophistication of the original malicious queries. The full research paper outlining the details of the dataset and [&hellip;]<\/p>\n","protected":false},"author":1159,"featured_media":0,"parent":349,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","footnotes":""},"tags":[8,38,12,13,16,41],"class_list":["post-2822","page","type-page","status-publish","hentry","tag-behaviour-centric-cybersecurity-center-bccc","tag-dataset","tag-everyone","tag-public","tag-research","tag-sql-injection-attack-bccc-sfu-sqlinj-2023"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>SQL Injection Attack (BCCC-SFU-SQLInj-2023) - Behaviour-Centric Cybersecurity Center (BCCC)<\/title>\n<meta name=\"description\" content=\"&quot;An Evolutionary Algorithm for Adversarial SQL Injection Attack Generation&quot;, Maryam Issakhani, Mufeng Huang, Mohammad A. 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