{"id":7297,"date":"2023-06-08T10:24:11","date_gmt":"2023-06-08T08:24:11","guid":{"rendered":"https:\/\/sites.unica.it\/pralab\/?page_id=7297"},"modified":"2023-06-27T17:25:50","modified_gmt":"2023-06-27T15:25:50","slug":"ambra-demontis","status":"publish","type":"page","link":"https:\/\/sites.unica.it\/pralab\/people\/ambra-demontis\/","title":{"rendered":"Ambra Demontis"},"content":{"rendered":"\n<div class=\"wp-block-columns has-nv-site-bg-background-color has-background is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p>Assistant Professor (RTDa) \/ <a href=\"https:\/\/sites.unica.it\/pralab\/home\/machine-learning-security\/\" data-type=\"page\" data-id=\"7164\">Machine Learning Security<\/a><\/p>\n\n\n\n<p><strong>SHORT BIO<\/strong>  Ambra Demontis is an Assistant Professor at the University of Cagliari, Italy. <\/p>\n\n\n\n<p>She received her M.Sc. degree (Hons.) in Computer Science and her Ph.D. degree in Electronic Engineering and Computer Science from the University of Cagliari, Italy, in 2014 and 2018. Her research focuses on the security of machine learning algorithms. These algorithms have reported outstanding performances; however, they can be easily fooled by attackers. The research of Dr. Ambra Demontis has contributed to studying their vulnerabilities to different types of attacks and making them more robust. She serves on the program committee of different conferences and journals. She is Associate Editor of the International Journal of Machine Learning and Cybernetics and the Elsevier Pattern Recognition Journal. She has been co-chair of the AISec workshops (2019-2022), area chair, and track chair of ICPR, and she is the chair of the IAPR TC 1. She is a member of IEEE, ACM, and IAPR.<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p><strong>EMAIL<\/strong><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p><a href=\"mailto:ambra.demontis@unica.it\">ambra.demontis@unica.it<\/a><\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<ul class=\"wp-block-social-links has-icon-color is-style-logos-only is-layout-flex wp-block-social-links-is-layout-flex\"><li style=\"color: var(--nv-text-color); \" class=\"wp-social-link wp-social-link-twitter has-neve-text-color-color wp-block-social-link\"><a href=\"https:\/\/@ambrademontis\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M22.23,5.924c-0.736,0.326-1.527,0.547-2.357,0.646c0.847-0.508,1.498-1.312,1.804-2.27 c-0.793,0.47-1.671,0.812-2.606,0.996C18.324,4.498,17.257,4,16.077,4c-2.266,0-4.103,1.837-4.103,4.103 c0,0.322,0.036,0.635,0.106,0.935C8.67,8.867,5.647,7.234,3.623,4.751C3.27,5.357,3.067,6.062,3.067,6.814 c0,1.424,0.724,2.679,1.825,3.415c-0.673-0.021-1.305-0.206-1.859-0.513c0,0.017,0,0.034,0,0.052c0,1.988,1.414,3.647,3.292,4.023 c-0.344,0.094-0.707,0.144-1.081,0.144c-0.264,0-0.521-0.026-0.772-0.074c0.522,1.63,2.038,2.816,3.833,2.85 c-1.404,1.1-3.174,1.756-5.096,1.756c-0.331,0-0.658-0.019-0.979-0.057c1.816,1.164,3.973,1.843,6.29,1.843 c7.547,0,11.675-6.252,11.675-11.675c0-0.178-0.004-0.355-0.012-0.531C20.985,7.47,21.68,6.747,22.23,5.924z\"><\/path><\/svg><span class=\"wp-block-social-link-label screen-reader-text\">Twitter<\/span><\/a><\/li>\n\n<li style=\"color: var(--nv-text-color); \" class=\"wp-social-link wp-social-link-google has-neve-text-color-color wp-block-social-link\"><a href=\"https:\/\/scholar.google.at\/citations?view_op=list_works&#038;hl=en&#038;hl=en&#038;user=n_GuF3EAAAAJ+\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M12.02,10.18v3.72v0.01h5.51c-0.26,1.57-1.67,4.22-5.5,4.22c-3.31,0-6.01-2.75-6.01-6.12s2.7-6.12,6.01-6.12 c1.87,0,3.13,0.8,3.85,1.48l2.84-2.76C16.99,2.99,14.73,2,12.03,2c-5.52,0-10,4.48-10,10s4.48,10,10,10c5.77,0,9.6-4.06,9.6-9.77 c0-0.83-0.11-1.42-0.25-2.05H12.02z\"><\/path><\/svg><span class=\"wp-block-social-link-label screen-reader-text\">Google<\/span><\/a><\/li><\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.unica.it\/unica\/page\/it\/ambra_demontis\">Detailed CV<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/iris.unica.it\/browse?filter_type=authority&amp;authority=rp09319&amp;filter_value=rp09319&amp;filter_value_display=DEMONTIS%2c+AMBRA&amp;type=author&amp;sort_by=ASC&amp;order=&amp;rpp=20\">Publications<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p><strong>TAGS<\/strong><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 has-custom-font-size is-style-secondary has-small-font-size\"><a class=\"wp-block-button__link has-neve-text-color-color has-text-color wp-element-button\" href=\"https:\/\/sites.unica.it\/pralab\/adversarial-machine-learning\/\" style=\"border-radius:100px\">Adversarial machine learning<\/a><\/div>\n\n\n\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 has-custom-font-size is-style-secondary has-small-font-size\"><a class=\"wp-block-button__link has-neve-text-color-color has-text-color wp-element-button\" style=\"border-radius:100px\">Evasion attacks<\/a><\/div>\n\n\n\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 has-custom-font-size is-style-secondary has-small-font-size\"><a class=\"wp-block-button__link has-neve-text-color-color has-text-color wp-element-button\" style=\"border-radius:100px\">Security Evaluation<\/a><\/div>\n\n\n\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 has-custom-font-size is-style-secondary has-small-font-size\"><a class=\"wp-block-button__link has-neve-text-color-color has-text-color wp-element-button\" style=\"border-radius:100px\">Deep Learning<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 has-custom-font-size is-style-secondary has-small-font-size\"><a class=\"wp-block-button__link has-neve-text-color-color has-text-color wp-element-button\" style=\"border-radius:100px\">Poisoning attacks<\/a><\/div>\n\n\n\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 has-custom-font-size is-style-secondary has-small-font-size\"><a class=\"wp-block-button__link has-neve-text-color-color has-text-color wp-element-button\" style=\"border-radius:100px\">Adversarial Robustness<\/a><\/div>\n\n\n\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 has-custom-font-size is-style-secondary has-small-font-size\"><a class=\"wp-block-button__link has-neve-text-color-color has-text-color wp-element-button\" style=\"border-radius:100px\">Trustworthy ML<\/a><\/div>\n\n\n\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 has-custom-font-size is-style-secondary has-small-font-size\"><a class=\"wp-block-button__link has-neve-text-color-color has-text-color wp-element-button\" style=\"border-radius:100px\">Optimization<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><div class=\"wp-block-image is-style-rounded\">\n<figure class=\"alignright size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"512\" height=\"512\" src=\"http:\/\/sites.unica.it\/pralab\/files\/2023\/06\/ambra_quadrata-Ambra-Demontis.jpg\" alt=\"\" class=\"wp-image-7899\" srcset=\"https:\/\/sites.unica.it\/pralab\/files\/2023\/06\/ambra_quadrata-Ambra-Demontis.jpg 512w, https:\/\/sites.unica.it\/pralab\/files\/2023\/06\/ambra_quadrata-Ambra-Demontis-300x300.jpg 300w, https:\/\/sites.unica.it\/pralab\/files\/2023\/06\/ambra_quadrata-Ambra-Demontis-150x150.jpg 150w\" sizes=\"auto, (max-width: 512px) 100vw, 512px\" \/><\/figure><\/div><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Assistant Professor (RTDa) \/ Machine Learning Security SHORT BIO Ambra Demontis is an Assistant Professor at the University of Cagliari, Italy. She received her M.Sc. degree (Hons.) in Computer Science and her Ph.D. degree in Electronic Engineering and Computer Science from the University of Cagliari, Italy, in 2014 and 2018. Her research focuses on the&hellip;&nbsp;<a href=\"https:\/\/sites.unica.it\/pralab\/people\/ambra-demontis\/\" rel=\"bookmark\">Read More &raquo;<span class=\"screen-reader-text\">Ambra Demontis<\/span><\/a><\/p>\n","protected":false},"author":3369,"featured_media":0,"parent":7075,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"class_list":["post-7297","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sites.unica.it\/pralab\/wp-json\/wp\/v2\/pages\/7297","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.unica.it\/pralab\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.unica.it\/pralab\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.unica.it\/pralab\/wp-json\/wp\/v2\/users\/3369"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.unica.it\/pralab\/wp-json\/wp\/v2\/comments?post=7297"}],"version-history":[{"count":6,"href":"https:\/\/sites.unica.it\/pralab\/wp-json\/wp\/v2\/pages\/7297\/revisions"}],"predecessor-version":[{"id":8227,"href":"https:\/\/sites.unica.it\/pralab\/wp-json\/wp\/v2\/pages\/7297\/revisions\/8227"}],"up":[{"embeddable":true,"href":"https:\/\/sites.unica.it\/pralab\/wp-json\/wp\/v2\/pages\/7075"}],"wp:attachment":[{"href":"https:\/\/sites.unica.it\/pralab\/wp-json\/wp\/v2\/media?parent=7297"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}