{"id":82,"date":"2021-11-22T16:58:28","date_gmt":"2021-11-22T16:58:28","guid":{"rendered":"https:\/\/wp.lancs.ac.uk\/colab\/?p=82"},"modified":"2022-07-25T23:38:32","modified_gmt":"2022-07-25T22:38:32","slug":"bmvc-paper-on-adversarial-video-attacks","status":"publish","type":"post","link":"https:\/\/wp.lancs.ac.uk\/colab\/2021\/11\/22\/bmvc-paper-on-adversarial-video-attacks\/","title":{"rendered":"BMVC Paper on Adversarial Video Attacks"},"content":{"rendered":"<p>Our BMVC paper &#8220;Sparse Adversarial Video Attacks with Spatial Transformations&#8221; is now available <a href=\"https:\/\/www.bmvc2021-virtualconference.com\/assets\/papers\/1529.pdf\">here<\/a>. Our paper presents a novel adversarial attack strategy on videos, using both additive perturbation and spatial transformation in a unified optimisation framework.<\/p>\n<p>Check our video below:<\/p>\n<p><iframe loading=\"lazy\" title=\"DeepSAVA Model\" width=\"676\" height=\"380\" src=\"https:\/\/www.youtube.com\/embed\/NM_78WoJDJ4?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<p>Our code is also openly available at <a href=\"https:\/\/github.com\/TrustAI\/DeepSAVA\">https:\/\/github.com\/TrustAI\/DeepSAVA<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Our BMVC paper &#8220;Sparse Adversarial Video Attacks with Spatial Transformations&#8221; is now available here. Our paper presents a novel adversarial attack strategy on videos, using both additive perturbation and spatial transformation in a unified optimisation framework. Check our video below: Our code is also openly available at https:\/\/github.com\/TrustAI\/DeepSAVA.<\/p>\n","protected":false},"author":1432,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[3],"tags":[],"class_list":["post-82","post","type-post","status-publish","format-standard","hentry","category-news"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/posts\/82","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/users\/1432"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/comments?post=82"}],"version-history":[{"count":5,"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/posts\/82\/revisions"}],"predecessor-version":[{"id":90,"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/posts\/82\/revisions\/90"}],"wp:attachment":[{"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/media?parent=82"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/categories?post=82"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.lancs.ac.uk\/colab\/wp-json\/wp\/v2\/tags?post=82"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}