{"id":7295,"date":"2023-06-08T10:20:17","date_gmt":"2023-06-08T08:20:17","guid":{"rendered":"https:\/\/sites.unica.it\/pralab\/?page_id=7295"},"modified":"2024-04-11T15:14:11","modified_gmt":"2024-04-11T13:14:11","slug":"battista-biggio","status":"publish","type":"page","link":"https:\/\/sites.unica.it\/pralab\/people\/battista-biggio\/","title":{"rendered":"Battista Biggio"},"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>Full Professor \/ <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>  Battista Biggio (MSc 2006, PhD 2010) is a Full Professor at the University of Cagliari, Italy, and co-founder of the cybersecurity company <a href=\"http:\/\/www.pluribus-one.it\">Pluribus One<\/a>. <\/p>\n\n\n\n<p>He has provided pioneering contributions in machine-learning security, playing a leading role in this field. His seminal paper on \u201c<em>Poisoning Attacks against Support Vector Machines<\/em>\u201d won the prestigious 2022 ICML Test of Time Award. His work on \u201c<em>Wild Patterns<\/em>\u201d won the 2021 Best Paper Award and Pattern Recognition Medal from Elsevier Pattern Recognition. <\/p>\n\n\n\n<p>He has managed more than 10 research projects, and regularly serves as a PC member for ICML and USENIX Security, and as Area Chair for NeurIPS. He chaired IAPR TC1 (2016-2020), co-organized S+SSPR, AISec and DLS, and served as Associate Editor for IEEE TNNLS, IEEE CIM, and Elsevier Pattern Recognition Journal (PRJ). He is now Associate Editor-in-Chief for PRJ. He is also a senior member of IEEE and ACM, and a member of IAPR and ELLIS.<\/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:battista.biggio@unica.it\">battista.biggio@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-linkedin has-neve-text-color-color wp-block-social-link\"><a href=\"https:\/\/www.linkedin.com\/in\/biggio\/\" 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=\"M19.7,3H4.3C3.582,3,3,3.582,3,4.3v15.4C3,20.418,3.582,21,4.3,21h15.4c0.718,0,1.3-0.582,1.3-1.3V4.3 C21,3.582,20.418,3,19.7,3z M8.339,18.338H5.667v-8.59h2.672V18.338z M7.004,8.574c-0.857,0-1.549-0.694-1.549-1.548 c0-0.855,0.691-1.548,1.549-1.548c0.854,0,1.547,0.694,1.547,1.548C8.551,7.881,7.858,8.574,7.004,8.574z M18.339,18.338h-2.669 v-4.177c0-0.996-0.017-2.278-1.387-2.278c-1.389,0-1.601,1.086-1.601,2.206v4.249h-2.667v-8.59h2.559v1.174h0.037 c0.356-0.675,1.227-1.387,2.526-1.387c2.703,0,3.203,1.779,3.203,4.092V18.338z\"><\/path><\/svg><span class=\"wp-block-social-link-label screen-reader-text\">LinkedIn<\/span><\/a><\/li>\n\n<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:\/\/twitter.com\/battistabiggio\" 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.it\/citations?hl=it&#038;user=OoUIOYwAAAAJ\" 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>\n\n<li style=\"color: var(--nv-text-color); \" class=\"wp-social-link wp-social-link-github has-neve-text-color-color wp-block-social-link\"><a href=\"https:\/\/battistabiggio.github.io\/\" 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=\"M12,2C6.477,2,2,6.477,2,12c0,4.419,2.865,8.166,6.839,9.489c0.5,0.09,0.682-0.218,0.682-0.484 c0-0.236-0.009-0.866-0.014-1.699c-2.782,0.602-3.369-1.34-3.369-1.34c-0.455-1.157-1.11-1.465-1.11-1.465 c-0.909-0.62,0.069-0.608,0.069-0.608c1.004,0.071,1.532,1.03,1.532,1.03c0.891,1.529,2.341,1.089,2.91,0.833 c0.091-0.647,0.349-1.086,0.635-1.337c-2.22-0.251-4.555-1.111-4.555-4.943c0-1.091,0.39-1.984,1.03-2.682 C6.546,8.54,6.202,7.524,6.746,6.148c0,0,0.84-0.269,2.75,1.025C10.295,6.95,11.15,6.84,12,6.836 c0.85,0.004,1.705,0.114,2.504,0.336c1.909-1.294,2.748-1.025,2.748-1.025c0.546,1.376,0.202,2.394,0.1,2.646 c0.64,0.699,1.026,1.591,1.026,2.682c0,3.841-2.337,4.687-4.565,4.935c0.359,0.307,0.679,0.917,0.679,1.852 c0,1.335-0.012,2.415-0.012,2.741c0,0.269,0.18,0.579,0.688,0.481C19.138,20.161,22,16.416,22,12C22,6.477,17.523,2,12,2z\"><\/path><\/svg><span class=\"wp-block-social-link-label screen-reader-text\">GitHub<\/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\/battista_biggio\">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=rp09712&amp;filter_value=rp09712&amp;filter_value_display=BIGGIO%2c+BATTISTA&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\">Presentation 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\">Malware Detection<\/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\">Spam Flltering<\/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<\/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\">Feature Selection<\/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\">Multiple Classifier Systems<\/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\">Semantic Segmentation<\/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\">Explainability<\/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\">Web Security<\/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\">Network Security<\/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\">Deep 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\">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%\">\n<figure class=\"wp-block-gallery alignright has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-full is-style-rounded\"><img loading=\"lazy\" decoding=\"async\" width=\"512\" height=\"512\" data-id=\"7428\" src=\"http:\/\/sites.unica.it\/pralab\/files\/2023\/06\/biggio-Battista-Biggio.jpeg\" alt=\"\" class=\"wp-image-7428\" srcset=\"https:\/\/sites.unica.it\/pralab\/files\/2023\/06\/biggio-Battista-Biggio.jpeg 512w, https:\/\/sites.unica.it\/pralab\/files\/2023\/06\/biggio-Battista-Biggio-300x300.jpeg 300w, https:\/\/sites.unica.it\/pralab\/files\/2023\/06\/biggio-Battista-Biggio-150x150.jpeg 150w\" sizes=\"auto, (max-width: 512px) 100vw, 512px\" \/><\/figure>\n<\/figure>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Full Professor \/ Machine Learning Security SHORT BIO Battista Biggio (MSc 2006, PhD 2010) is a Full Professor at the University of Cagliari, Italy, and co-founder of the cybersecurity company Pluribus One. He has provided pioneering contributions in machine-learning security, playing a leading role in this field. His seminal paper on \u201cPoisoning Attacks against Support&hellip;&nbsp;<a href=\"https:\/\/sites.unica.it\/pralab\/people\/battista-biggio\/\" rel=\"bookmark\">Read More &raquo;<span class=\"screen-reader-text\">Battista Biggio<\/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-7295","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sites.unica.it\/pralab\/wp-json\/wp\/v2\/pages\/7295","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=7295"}],"version-history":[{"count":20,"href":"https:\/\/sites.unica.it\/pralab\/wp-json\/wp\/v2\/pages\/7295\/revisions"}],"predecessor-version":[{"id":8903,"href":"https:\/\/sites.unica.it\/pralab\/wp-json\/wp\/v2\/pages\/7295\/revisions\/8903"}],"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=7295"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}