{"id":825,"date":"2021-08-20T14:23:16","date_gmt":"2021-08-20T17:23:16","guid":{"rendered":"https:\/\/ioe.cos.ufrj.br\/?p=825"},"modified":"2025-05-11T10:53:59","modified_gmt":"2025-05-11T13:53:59","slug":"data-sets-for-internet-of-everything","status":"publish","type":"post","link":"https:\/\/ioe.cos.ufrj.br\/?p=825","title":{"rendered":"Data Sets for Internet of Everything"},"content":{"rendered":"<p>A brief overview on data sets available for different IoT technologies to support diverse IoE application domains:<\/p>\n<p><strong>1) Data Sets for IoT-Based Mobile Applications<\/strong><\/p>\n<ul>\n<li>Android Validation Data set <a href=\"https:\/\/www.unb.ca\/cic\/datasets\/android-validation.html\">https:\/\/www.unb.ca\/cic\/datasets\/android-validation.html<\/a><\/li>\n<li>Android Botnet <a href=\"https:\/\/www.unb.ca\/cic\/datasets\/android-botnet.html\">https:\/\/www.unb.ca\/cic\/datasets\/android-botnet.html<\/a><\/li>\n<li>Android Adware and General Malware <a href=\"https:\/\/www.unb.ca\/cic\/datasets\/android-adware.html\">https:\/\/www.unb.ca\/cic\/datasets\/android-adware.html<\/a><\/li>\n<\/ul>\n<p><strong>2) Data Set for IoT-Based VPN and Non-VPN<\/strong><\/p>\n<ul>\n<li>ISCX VPN 2016 <a href=\"https:\/\/www.unb.ca\/cic\/datasets\/vpn.html\">https:\/\/www.unb.ca\/cic\/datasets\/vpn.html<\/a><\/li>\n<li>ISOT HTTP Botnet <a href=\"https:\/\/www.uvic.ca\/engineering\/ece\/isot\/datasets\/botnet-ransomware\/index.php\">https:\/\/www.uvic.ca\/engineering\/ece\/isot\/datasets\/botnet-ransomware\/index.php<\/a><\/li>\n<li>Botnet Data set <a href=\"https:\/\/www.unb.ca\/cic\/datasets\/botnet.html\">https:\/\/www.unb.ca\/cic\/datasets\/botnet.html<\/a><\/li>\n<\/ul>\n<p><strong>3) Data Set for IoT-Based Smart Home and Building<\/strong><\/p>\n<ul>\n<li>BoT-IoT <a href=\"https:\/\/www.unsw.adfa.edu.au\/unsw-canberra-cyber\/cybersecurity\/ADFA-NB15-Datasets\/bot_iot.php\">https:\/\/www.unsw.adfa.edu.au\/unsw-canberra-cyber\/cybersecurity\/ADFA-NB15-Datasets\/bot_iot.php<\/a><\/li>\n<li>N-BaIoT <a href=\"https:\/\/archive.ics.uci.edu\/ml\/datasets\/detection_of_IoT_botnet_attacks_N_BaIoT\">https:\/\/archive.ics.uci.edu\/ml\/datasets\/detection_of_IoT_botnet_attacks_N_BaIoT<\/a><\/li>\n<li>Unified Host and Network Data set <a href=\"https:\/\/csr.lanl.gov\/data\/2017\/\">https:\/\/csr.lanl.gov\/data\/2017\/<\/a><\/li>\n<li>IoT Network Intrusion <a href=\"https:\/\/ieee-dataport.org\/open-access\/iot-networkintrusion-dataset\">https:\/\/ieee-dataport.org\/open-access\/iot-networkintrusion-dataset<\/a><\/li>\n<li>UNSW IoT Attack <a href=\"https:\/\/iotanalytics.unsw.edu.au\/attack-data\">https:\/\/iotanalytics.unsw.edu.au\/attack-data<\/a><\/li>\n<li>AMPds <a href=\"http:\/\/ampds.org\/\">http:\/\/ampds.org\/<\/a><\/li>\n<li>UK-DALE <a href=\"https:\/\/jack-kelly.com\/data\/\">https:\/\/jack-kelly.com\/data\/<\/a><\/li>\n<\/ul>\n<p><strong>3) Data Set for IoT-Based Smart Farming<\/strong><\/p>\n<ul>\n<li>CIGAR <a href=\"http:\/\/www.ccafs-climate.org\/\">http:\/\/www.ccafs-climate.org\/<\/a><\/li>\n<li>ISTAT <a href=\"https:\/\/www.istat.it\/en\/analysis-and-products\/datasets\">https:\/\/www.istat.it\/en\/analysis-and-products\/datasets<\/a><\/li>\n<li>CNR <a href=\"http:\/\/data.cnr.it\/site\/data\">http:\/\/data.cnr.it\/site\/data<\/a><\/li>\n<\/ul>\n<p><strong>4) Data Set for IoT-Based Healthcare Applications<\/strong><\/p>\n<ul>\n<li>PhysioBank <a href=\"https:\/\/physionet.org\/physiobank\/database\/\">https:\/\/physionet.org\/physiobank\/database\/<\/a><\/li>\n<\/ul>\n<p><strong>5) Data Set for IoT-Based Smart City<\/strong><\/p>\n<ul>\n<li>City Pulse Project <a href=\"http:\/\/www.ict-citypulse.eu\/page\/\">http:\/\/www.ict-citypulse.eu\/page\/<\/a><\/li>\n<li><\/li>\n<\/ul>\n<p><strong>Reference:<\/strong><br \/>\nLohiya, R.; Thakkar, A. Application Domains, Evaluation Data Sets, and Research Challenges of IoT: A Systematic Review. IEEE Internet of Things Journal 2021, 8, 8774\u20138798, doi:10.1109\/JIOT.2020.3048439.<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A brief overview on data sets available for different IoT technologies to support diverse IoE application domains: 1) Data Sets for IoT-Based Mobile Applications Android Validation Data set https:\/\/www.unb.ca\/cic\/datasets\/android-validation.html Android <a href=\"https:\/\/ioe.cos.ufrj.br\/?p=825\" class=\"more-link\">[&hellip;]<\/a><\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"Layout":"","ep_exclude_from_search":false,"mrp_rating_form_position":"","mrp_rating_results_position":"","mrp_structured_data_type":"","mrp_allow_anonymous":"","mrp_rating_form_id":"","footnotes":""},"categories":[290,1],"tags":[],"class_list":["entry","author-vfarias","post-825","post","type-post","status-publish","format-standard","category-data","category-ioe"],"acf":[],"multi-rating-pro":{"mrp_rating_result_1":[],"mrp_rating_result_3":[{"adjusted_star_result":0,"star_result":0,"total_max_option_value":85,"adjusted_score_result":0,"score_result":0,"percentage_result":0,"adjusted_percentage_result":0,"count_entries":0,"post_id":825,"rating_form_id":3}],"mrp_rating_result_5":[],"mrp_rating_result_6":[],"mrp_rating_result_7":[],"mrp_rating_result_8":[],"mrp_rating_result_9":[],"rating_form":3},"_links":{"self":[{"href":"https:\/\/ioe.cos.ufrj.br\/index.php?rest_route=\/wp\/v2\/posts\/825","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ioe.cos.ufrj.br\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ioe.cos.ufrj.br\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ioe.cos.ufrj.br\/index.php?rest_route=\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/ioe.cos.ufrj.br\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=825"}],"version-history":[{"count":3,"href":"https:\/\/ioe.cos.ufrj.br\/index.php?rest_route=\/wp\/v2\/posts\/825\/revisions"}],"predecessor-version":[{"id":830,"href":"https:\/\/ioe.cos.ufrj.br\/index.php?rest_route=\/wp\/v2\/posts\/825\/revisions\/830"}],"wp:attachment":[{"href":"https:\/\/ioe.cos.ufrj.br\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=825"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ioe.cos.ufrj.br\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=825"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ioe.cos.ufrj.br\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=825"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}