{"id":695,"date":"2025-11-10T18:02:56","date_gmt":"2025-11-10T18:02:56","guid":{"rendered":"https:\/\/aseados.ucd.ie\/?p=695"},"modified":"2025-11-10T18:03:01","modified_gmt":"2025-11-10T18:03:01","slug":"hong-hanh-has-a-paper-a-survey-on-proactive-deepfake-defense-disruption-and-watermarking-accepted-to-publication-on-acm-computing-surveys","status":"publish","type":"post","link":"https:\/\/aseados.ucd.ie\/?p=695","title":{"rendered":"Hong-Hanh has a paper, &#8220;A Survey on Proactive Deepfake Defense: Disruption and Watermarking&#8221;, accepted to publication on ACM Computing Surveys"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"695\" class=\"elementor elementor-695\" data-elementor-settings=\"[]\">\n\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t<section class=\"elementor-element elementor-element-9602bf9 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section elementor-top-section\" data-id=\"9602bf9\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1d81ef1 elementor-column elementor-col-100 elementor-top-column\" data-id=\"1d81ef1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap  elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9baf590 elementor-widget elementor-widget-text-editor\" data-id=\"9baf590\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><p><span class=\"citation-65\">We are thrilled to announce that our lab&#8217;s latest paper, &#8220;<\/span><b>A Survey on Proactive Deepfake Defense: Disruption and Watermarking<\/b><span class=\"citation-65\">,&#8221; has been accepted for publication in the prestigious journal <\/span><i>ACM Computing Surveys<\/i><span class=\"citation-65 citation-end-65\"> (CSUR)<\/span>.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-649a5af elementor-widget elementor-widget-heading\" data-id=\"649a5af\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Our Focus: Proactive Defense<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-884cbee elementor-widget elementor-widget-text-editor\" data-id=\"884cbee\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><p><span class=\"citation-59\">Our survey provides a comprehensive review of <\/span><b>proactive defense<\/b><span class=\"citation-59 citation-end-59\"> mechanisms<\/span>. <span class=\"citation-58\">These strategies are designed to prevent the generation of malicious synthetic content at its source, <\/span><i>before<\/i><span class=\"citation-58 citation-end-58\"> the harm can occur.<\/span><\/p><p><span class=\"citation-58 citation-end-58\">We focus on two main categories of proactive defenses:<\/span><\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-399353a elementor-icon-list--layout-traditional elementor-widget elementor-widget-icon-list\" data-id=\"399353a\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\" >\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Disruption<\/b>: This approach protects an individual's data (like photos or audio clips) by introducing tiny, imperceptible perturbations. These \"cloaked\" data samples prevent generative AI models from being able to exploit them for creating deepfakes, empowering users to control how their data is used.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e3b489 elementor-widget elementor-widget-image\" data-id=\"5e3b489\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"790\" height=\"158\" src=\"https:\/\/aseados.ucd.ie\/wp-content\/uploads\/2025\/11\/Screenshot-from-2025-11-10-17-00-55.png\" class=\"attachment-large size-large\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9191dd5 elementor-icon-list--layout-traditional elementor-widget elementor-widget-icon-list\" data-id=\"9191dd5\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\" >\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b>Watermarking<\/b>: This technique embeds a verifiable, hidden message into either the data itself or the AI models. This allows for content authentication and attribution, making it possible to trace a piece of synthetic content back to its source.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0f4add7 elementor-widget elementor-widget-image\" data-id=\"0f4add7\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"790\" height=\"153\" src=\"https:\/\/aseados.ucd.ie\/wp-content\/uploads\/2025\/11\/Screenshot-from-2025-11-10-17-51-08.png\" class=\"attachment-large size-large\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-953176f elementor-widget elementor-widget-divider\" data-id=\"953176f\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ad3e45 elementor-widget elementor-widget-heading\" data-id=\"1ad3e45\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Publication Details<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6abc97c elementor-widget elementor-widget-text-editor\" data-id=\"6abc97c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\"><p><b>Title:<\/b> A Survey on Proactive Deepfake Defense: Disruption and Watermarking<\/p>\n<p><b>Authors:<\/b> Hong-Hanh Nguyen-Le, Van-Tuan Tran, Thuc Nguyen, and Nhien-An Le-Khac<\/p>\n<p><b>Journal:<\/b> ACM Computing Surveys (CSUR)<\/p>\n<p><b>DOI:<\/b> <a href=\"https:\/\/doi.org\/10.1145\/3771296\" target=\"_blank\" rel=\"noopener\" data-hveid=\"0\" data-ved=\"0CAAQ_4QMahgKEwjtgY7Mg-iQAxUAAAAAHQAAAAAQggE\">https:\/\/doi.org\/10.1145\/3771296<\/a><\/p>\n<p><span class=\"citation-44 citation-end-44\">This research was conducted with the financial support of Science Foundation Ireland under Grant number 18\/CRT\/6183<\/span>.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>We are thrilled to announce that our lab&#8217;s latest paper, &#8220;A Survey on Proactive Deepfake Defense: Disruption and Watermarking,&#8221; has been accepted for publication in the prestigious journal ACM Computing Surveys (CSUR). Our Focus: Proactive Defense Our survey provides a comprehensive review of proactive defense mechanisms. These strategies are designed to prevent the generation of&hellip; <\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"featured_image_src":null,"featured_image_src_square":null,"author_info":{"display_name":"Nhien-An Le-Khac","author_link":"https:\/\/aseados.ucd.ie\/?author=2"},"_links":{"self":[{"href":"https:\/\/aseados.ucd.ie\/index.php?rest_route=\/wp\/v2\/posts\/695"}],"collection":[{"href":"https:\/\/aseados.ucd.ie\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aseados.ucd.ie\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aseados.ucd.ie\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/aseados.ucd.ie\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=695"}],"version-history":[{"count":2,"href":"https:\/\/aseados.ucd.ie\/index.php?rest_route=\/wp\/v2\/posts\/695\/revisions"}],"predecessor-version":[{"id":700,"href":"https:\/\/aseados.ucd.ie\/index.php?rest_route=\/wp\/v2\/posts\/695\/revisions\/700"}],"wp:attachment":[{"href":"https:\/\/aseados.ucd.ie\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=695"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aseados.ucd.ie\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=695"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aseados.ucd.ie\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=695"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}