{"id":440,"date":"2020-09-29T16:03:05","date_gmt":"2020-09-29T16:03:05","guid":{"rendered":"https:\/\/groups.cs.umass.edu\/hci-vis\/?p=440"},"modified":"2020-12-22T19:09:37","modified_gmt":"2020-12-22T19:09:37","slug":"visualization-of-differentially-private-data-vdpd","status":"publish","type":"post","link":"https:\/\/groups.cs.umass.edu\/hci-vis\/2020\/09\/29\/visualization-of-differentially-private-data-vdpd\/","title":{"rendered":"Visualization of Differentially Private Data (VDPD)"},"content":{"rendered":"\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer first-block\"><\/div>\n\n\n\n<h2 class=\"has-very-dark-gray-color has-text-color top-heading wp-block-heading\">Visualization of Differentially Private Data (VDPD)<\/h2>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/09\/DP-1024x652.jpg\" alt=\"\" class=\"wp-image-421\" width=\"512\" height=\"326\" srcset=\"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/09\/DP-1024x652.jpg 1024w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/09\/DP-600x382.jpg 600w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/09\/DP-768x489.jpg 768w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/09\/DP.jpg 1190w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/><\/figure><\/div>\n\n\n\n<p class=\"spaced-lines\"><strong>Led by:<\/strong> Ali Sarvghad, Narges Mahyar<br><strong>Current team:<\/strong> Mohammad Hadi Nezhad<br><img decoding=\"async\" width=\"2000\" height=\"2000\" class=\"wp-image-631\" style=\"width: 18px\" src=\"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/pdf.png\" alt=\"\" srcset=\"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/pdf.png 2000w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/pdf-600x600.png 600w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/pdf-1024x1024.png 1024w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/pdf-300x300.png 300w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/pdf-768x768.png 768w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/pdf-1536x1536.png 1536w, https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/12\/pdf-100x100.png 100w\" sizes=\"(max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/> <a href=\"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-content\/uploads\/sites\/33\/2020\/09\/Investigating-Visual-Analysis-of-Differentially-Private-Data.pdf\">Investigating Visual Analysis of Differentially Private Data<\/a><\/p>\n\n\n\n<p>Differential privacy (DP) is an emerging technique for protecting sensitive data. This project investigates the principles of visual data exploration under differential privacy. In particular, we aim to understand if and how empirical visualization knowledge can be extended and adapted under DP.<\/p>\n\n\n\n<p><strong>If you are interested in working on or learning more about this project, please contact Ali Sarvghad at asarv@cs.umass.edu<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Visualization of Differentially Private Data (VDPD) Led by: Ali Sarvghad, Narges MahyarCurrent team: Mohammad Hadi Nezhad Investigating Visual Analysis of Differentially Private Data Differential privacy (DP) is an emerging technique for protecting sensitive data. This project investigates the principles of visual data exploration under differential privacy. In particular, we aim to understand if and how &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/groups.cs.umass.edu\/hci-vis\/2020\/09\/29\/visualization-of-differentially-private-data-vdpd\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Visualization of Differentially Private Data (VDPD)&#8221;<\/span><\/a><\/p>\n","protected":false},"author":52,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","footnotes":""},"categories":[3,6],"tags":[],"class_list":["post-440","post","type-post","status-publish","format-standard","hentry","category-projects","category-visualization-and-interaction-design"],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false,"twentyseventeen-featured-image":false,"twentyseventeen-thumbnail-avatar":false},"uagb_author_info":{"display_name":"alyxanderbur","author_link":"https:\/\/groups.cs.umass.edu\/hci-vis\/author\/alyxanderbur\/"},"uagb_comment_info":0,"uagb_excerpt":"Visualization of Differentially Private Data (VDPD) Led by: Ali Sarvghad, Narges MahyarCurrent team: Mohammad Hadi Nezhad Investigating Visual Analysis of Differentially Private Data Differential privacy (DP) is an emerging technique for protecting sensitive data. This project investigates the principles of visual data exploration under differential privacy. In particular, we aim to understand if and how&hellip;","_links":{"self":[{"href":"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-json\/wp\/v2\/posts\/440","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-json\/wp\/v2\/users\/52"}],"replies":[{"embeddable":true,"href":"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-json\/wp\/v2\/comments?post=440"}],"version-history":[{"count":7,"href":"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-json\/wp\/v2\/posts\/440\/revisions"}],"predecessor-version":[{"id":662,"href":"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-json\/wp\/v2\/posts\/440\/revisions\/662"}],"wp:attachment":[{"href":"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-json\/wp\/v2\/media?parent=440"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-json\/wp\/v2\/categories?post=440"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/groups.cs.umass.edu\/hci-vis\/wp-json\/wp\/v2\/tags?post=440"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}