{"id":1374,"date":"2024-12-05T10:44:13","date_gmt":"2024-12-05T10:44:13","guid":{"rendered":"https:\/\/onlineacademiccommunity.uvic.ca\/isot\/?p=1374"},"modified":"2024-12-19T05:15:30","modified_gmt":"2024-12-19T05:15:30","slug":"drone-datasets","status":"publish","type":"post","link":"https:\/\/onlineacademiccommunity.uvic.ca\/isot\/2024\/12\/05\/drone-datasets\/","title":{"rendered":"Drone Datasets"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;][et_pb_row _builder_version=&#8221;4.16&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221; theme_builder_area=&#8221;post_content&#8221;][et_pb_text _builder_version=&#8221;4.18.0&#8243; text_font=&#8221;|600|||||||&#8221; text_text_color=&#8221;#000000&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; global_colors_info=&#8221;{}&#8221; theme_builder_area=&#8221;post_content&#8221;]<\/p>\n<h1 class=\"x_MsoNormal\"><strong>ISOT Drone Datasets<\/strong><\/h1>\n<p>&nbsp;<\/p>\n<p class=\"x_MsoNormal\"><b><span data-olk-copy-source=\"MessageBody\">Intrusion Detection Dataset based on DJI Tello Drone<\/span><\/b><span><\/span><\/p>\n<p class=\"x_MsoNormal\"><span>The ISOT Drone Anomaly Detection Dataset includes both anomaly and benign data collected from the DJI Edu Tello drone. It comprises over 23 GB of PCAP files capturing communication traffic and 1.3 GB of CSV files generated through feature extraction.<\/span><\/p>\n<p class=\"x_MsoNormal\"><a href=\"https:\/\/onlineacademiccommunity.uvic.ca\/isot\/wp-content\/uploads\/sites\/7295\/2024\/12\/Drone-Dataset-Description_l.pdf\"><b><span>Dataset Description<\/span><\/b><\/a><span><\/span><\/p>\n<p class=\"x_MsoNormal\"><span>The scripts are available at\u00a0<a data-auth=\"Verified\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/can01.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgithub.com%2Fisot-lab%2FDrone-Anomaly-Detection-Dataset-and-Unsupervised-Machine-Learning&amp;data=05%7C02%7Cafarag%40uvic.ca%7Cc38cca946ba141a0b52608dd14a7b9ce%7C9c61d3779894427cb13b1d6a51662b4e%7C0%7C0%7C638689432823042525%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&amp;sdata=d5bjsmBmYRFV%2FSdOjRMmkikTjmRI6kmgLfDxD3VJJBc%3D&amp;reserved=0\" title=\"Original URL: https:\/\/github.com\/isot-lab\/Drone-Anomaly-Detection-Dataset-and-Unsupervised-Machine-Learning. Click or tap if you trust this link.\" data-linkindex=\"0\">https:\/\/github.com\/isot-lab\/Drone-Anomaly-Detection-Dataset-and-Unsupervised-Machine-Learning<\/a><\/span><\/p>\n<p class=\"x_MsoNormal\"><span>Click <a href=\"https:\/\/drive.google.com\/file\/d\/1ILTxl5p4j4zBnQNuEOTnyyviZEgHpDtF\/view?usp=sharing\"><strong>here\u00a0<\/strong><\/a>to download the ISOT Drone Anomaly Detection Dataset<\/span><\/p>\n<div>\n<p>&nbsp;<\/p>\n<\/div>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>ISOT Drone Datasets &nbsp; Intrusion Detection Dataset based on DJI Tello Drone The ISOT Drone Anomaly Detection Dataset includes both anomaly and benign data collected from the DJI Edu Tello drone. It comprises over 23 GB of PCAP files capturing communication traffic and 1.3 GB of CSV files generated through feature extraction. Dataset Description The [&hellip;]<\/p>\n","protected":false},"author":17669,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[11],"tags":[],"class_list":["post-1374","post","type-post","status-publish","format-standard","hentry","category-datasets"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/onlineacademiccommunity.uvic.ca\/isot\/wp-json\/wp\/v2\/posts\/1374","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/onlineacademiccommunity.uvic.ca\/isot\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/onlineacademiccommunity.uvic.ca\/isot\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/onlineacademiccommunity.uvic.ca\/isot\/wp-json\/wp\/v2\/users\/17669"}],"replies":[{"embeddable":true,"href":"https:\/\/onlineacademiccommunity.uvic.ca\/isot\/wp-json\/wp\/v2\/comments?post=1374"}],"version-history":[{"count":8,"href":"https:\/\/onlineacademiccommunity.uvic.ca\/isot\/wp-json\/wp\/v2\/posts\/1374\/revisions"}],"predecessor-version":[{"id":1393,"href":"https:\/\/onlineacademiccommunity.uvic.ca\/isot\/wp-json\/wp\/v2\/posts\/1374\/revisions\/1393"}],"wp:attachment":[{"href":"https:\/\/onlineacademiccommunity.uvic.ca\/isot\/wp-json\/wp\/v2\/media?parent=1374"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/onlineacademiccommunity.uvic.ca\/isot\/wp-json\/wp\/v2\/categories?post=1374"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/onlineacademiccommunity.uvic.ca\/isot\/wp-json\/wp\/v2\/tags?post=1374"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}