{"id":155628,"date":"2025-05-12T14:33:21","date_gmt":"2025-05-12T14:33:21","guid":{"rendered":"https:\/\/www.unipi.it\/ateneo\/organizzazione\/persone\/salvatore-ruggieri-3948-en\/"},"modified":"2026-04-01T04:54:11","modified_gmt":"2026-04-01T02:54:11","slug":"salvatore-ruggieri-3948-en","status":"publish","type":"unipi_persone","link":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/salvatore-ruggieri-3948-en\/","title":{"rendered":"Salvatore Ruggieri"},"content":{"rendered":"<p>Professore Ordinario &#8211; Dipartimento di Informatica | Tel.: 050 221 2782 &#8211; Email: salvatore.ruggieri@unipi.it<\/p>\n","protected":false},"template":"","meta":{"unipi-persone-chiave":"3948","unipi-persone-nome":"Salvatore","unipi-persone-cognome":"Ruggieri","unipi-persone-email":"salvatore.ruggieri@unipi.it","unipi-persone-cv":"Curriculum Vitae<br \/>\r\nSalvatore Ruggieri, PhD<br \/>\r\nUniversity of Pisa, Italy<br \/>\r\nsalvatore.ruggieri@unipi.it<br \/>\r\nhttp:\/\/pages.di.unipi.it\/ruggieri\/<br \/>\r\n<br \/>\r\n<br \/>\r\nPosizione. Professore ordinario di Informatica (dal 12\/2016) presso il Dipartimento di Informatica dell\u2019Universit\u00e0 di Pisa, Italia, e coordinatore del Dottorato Nazionale in Intelligenza Artificiale per la Societ\u00e0 (phd-ai-society.di.unipi.it).<br \/>\r\n<br \/>\r\nTeaching and supervision. Docente di Statistics for data science e Decision support databases in laurea magistrale, ed Big data ethics in master post-laurea. Attualmente (co-)supervisore di 5 dottorandi e in passato (co-)supervisore di 8 dottorati conclusi.<br \/>\r\n<br \/>\r\nAttivit\u00e0 di ricerca. Dal 2008, ho introdotto l\u2019uso del data mining per la scoperta e prevenzione della discriminazione verso gruppi sociali tutelati dalla legge nei processi decisionali automatizzati. Il campo \u00e8 cresciuto sotto il nome di Fairness in AI. Recentemente, la mia ricerca ha affrontato la spiegazione delle decisioni di black box (AI) e l\u2019incertezza dei modelli di AI.<br \/>\r\n<br \/>\r\nProgetti scientifici (ultimi 5 anni). Coordinatore locale di NoBIAS: Artificial Intelligence without Bias (2020-2023), grantor: European Commission, MSCA-ITN, budget: 4M euro, nobias-project.eu, e di FINDHR: Fairness and Intersectional Non-Discrimination in Human Recommendation (2022-2025, grantor: European Commission, HORIZON-CL4-2021-HUMAN-01-24, budget: 3.3M euro, findhr.eu. Task leader di TAILOR: Foundations of Trustworthy AI - Integrating Reasoning, Learning and Optimization (2020-2023), tailor-network.eu, Task T3.3 Fairness, Equity, and Justice by Design. WP leader di FAIR: Future of AI Research (2023-2025), fondazione-fair.it, WP1.2 \u201cSystem1 and System2\u201d Machine Learning and Reasoning e WP1.7 Empirical studies and pilots of human centered AI.<br \/>\r\n<br \/>\r\nPubblicazioni. Ho pubblicato su riviste e conferenze di rilievo nel campo dell\u2019AI. Google Scholar: http:\/\/scholar.google.com\/citations?user=q41ZMpAAAAAJ DBLP: http:\/\/dblp.uni-trier.de\/pers\/hy\/r\/Ruggieri:Salvatore Scopus: https:\/\/www.scopus.com\/authid\/detail.uri?origin=resultslist&authorId=35240601200","unipi-persone-link-esterno-cv":"","unipi-persone-modalita-ricevimento":"","unipi-persone-luogo-ricevimento":"Teams or Dept. of Computer Science, room 321\/DO.","unipi-persone-ore-ricevimento":"Office hours on appointment.","unipi-persone-telefono":"050 221 2782","unipi-persone-sitoweb":"http:\/\/pages.di.unipi.it\/ruggieri","unipi-persone-cariche":"<ul><li>Coordinatore del Dottorato di Ricerca - Dottorato Nazionale in Intelligenza Artificiale<\/li><\/ul>","unipi-persone-link-orario-lezioni":"https:\/\/unipi.prod.up.cineca.it\/calendarioPubblico\/matricola=009340","unipi-persone-link-registro-lezioni":"https:\/\/unimap.unipi.it\/registri\/registri.php?ri=009340&tmplt=principale.tpl","unipi-persone-settore-scientifico":"Informatica INFO-01\/A","unipi-persone-ruolo":"Professore Ordinario","unipi-persone-arpi":"https:\/\/arpi.unipi.it\/cris\/rp\/rp11588","unipi-persone-pubblicazioni":"<ul class=\"pubblicazioni-list\"><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1361887\" target=\"_blank\" rel=\"noopener noreferrer\">DOS Classification, and Virtual Machine Detection via Passive Monitoring through Security Twins<\/a> <span class=\"pub-details\">(Sammartino, Vincenzo; Baiardi, Fabrizio; Ruggieri, Salvatore - 2026 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1359997\" target=\"_blank\" rel=\"noopener noreferrer\">The explanation dialogues: an expert focus study to understand requirements towards explanations within the GDPR<\/a> <span class=\"pub-details\">(State, Laura; Bringas Colmenarejo, Alejandra; Beretta, Andrea; Ruggieri, Salvatore; Turini, Franco; Law, Stephanie - 2026 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1349767\" target=\"_blank\" rel=\"noopener noreferrer\">Quantifying the Impact of CVSS Score Ordering on Attack Paths<\/a> <span class=\"pub-details\">(Baiardi, Fabrizio Enrico Erminio; Sammartino, Vincenzo; Ruggieri, Salvatore - 2026 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1345229\" target=\"_blank\" rel=\"noopener noreferrer\">Evaluating Adversary Strategies Through a Security Twin<\/a> <span class=\"pub-details\">(Baiardi, Fabrizio; Sammartino, Vincenzo; Ruggieri, Salvatore - 2026 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1319648\" target=\"_blank\" rel=\"noopener noreferrer\">Anticipating Disasters through a Security Twin<\/a> <span class=\"pub-details\">(Baiardi, Fabrizio; Ruggieri, Salvatore; Sammartino, Vincenzo - 2026 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1339468\" target=\"_blank\" rel=\"noopener noreferrer\">Toward A Causal Framework for Modeling Perception<\/a> <span class=\"pub-details\">(Alvarez, Jose M.; Ruggieri, Salvatore - 2025 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1339450\" target=\"_blank\" rel=\"noopener noreferrer\">A Causal Framework for Evaluating Deferring Systems<\/a> <span class=\"pub-details\">(Palomba, F.; Pugnana, A.; Alvarez, J. M.; Ruggieri, S. - 2025 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1339448\" target=\"_blank\" rel=\"noopener noreferrer\">Things Machine Learning Models Know That They Don\u2019t Know<\/a> <span class=\"pub-details\">(Ruggieri, Salvatore; Pugnana, Andrea - 2025 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1339447\" target=\"_blank\" rel=\"noopener noreferrer\">Counterfactual Situation Testing: From Single to Multidimensional Discrimination<\/a> <span class=\"pub-details\">(Alvarez, Jose M.; Ruggieri, Salvatore - 2025 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1339410\" target=\"_blank\" rel=\"noopener noreferrer\">The Initial Screening Order Problem<\/a> <span class=\"pub-details\">(Alvarez, Jose M.; Mastropietro, Antonio; Ruggieri, Salvatore - 2025 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1336429\" target=\"_blank\" rel=\"noopener noreferrer\">NotLine: A Non-Intrusive Automated Platform to Build a Digital Twin<\/a> <span class=\"pub-details\">(Baiardi, Fabrizio; Sammartino, Vincenzo; Ruggieri, Salvatore - 2025 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1323891\" target=\"_blank\" rel=\"noopener noreferrer\">Graph-Based Cyber Defence using a Security Twin<\/a> <span class=\"pub-details\">(Baiardi, Fabrizio; Sammartino, Vincenzo; Ruggieri, Salvatore - 2025 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1323192\" target=\"_blank\" rel=\"noopener noreferrer\">Causal Synthetic Data Generation in Recruitment<\/a> <span class=\"pub-details\">(Iommi, Andrea; Mastropietro, Antonio; Guidotti, Riccardo; Monreale, Anna; Ruggieri, Salvatore - 2025 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1319807\" target=\"_blank\" rel=\"noopener noreferrer\">Security Twins e il Futuro della Previsione di Intrusioni Cyber<\/a> <span class=\"pub-details\">(Baiardi, Fabrizio; Ruggieri, Salvatore; Sammartino, Vincenzo - 2025 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1319647\" target=\"_blank\" rel=\"noopener noreferrer\">A Security Twin to Defeat Intrusions in Cyber Physical Systems<\/a> <span class=\"pub-details\">(Baiardi, Fabrizio; Ruggieri, Salvatore; Sammartino, Vincenzo - 2025 - 4.1 Contributo in Atti di convegno)<\/span><\/li><\/ul>","unipi-persone-didattica":"<ul class=\"registri-list\"><li>Decision support databases (modulo dell'insegnamento decision support systems cod. 801aa) per Laurea Magistrale in Data science and business informatics<br\/><strong>Insegnamenti condivisi\/mutuati:<\/strong><ul class=\"registri-shared\"><li>Decision support databases (cod. 677AA) - Laurea Magistrale in Informatica umanistica<\/li><\/ul><\/li><li>Statistics for data science (cod. 628PP) per Laurea Magistrale in Data science and business informatics<\/li><\/ul>","unipi-persone-codocenze":"","unipi-persone-interessi-ricerca":"","_wpml_word_count":"15","_last_translation_edit_mode":"translation-editor","_elementor_page_assets":[]},"organizzazioni":[3668],"class_list":["post-155628","unipi_persone","type-unipi_persone","status-publish","hentry","organizzazioni-dipartimento-di-informatica-489999-en"],"email":"salvatore.ruggieri@unipi.it","telefono":"050 221 2782","content_plain":"Professore Ordinario &#8211; Dipartimento di Informatica | Tel.: 050 221 2782 &#8211; Email: salvatore.ruggieri@unipi.it","photo_url":null,"ruoli_tags":[{"id":748,"name":"PO","slug":"po"}],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Salvatore Ruggieri ~ UNIPI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/salvatore-ruggieri-3948-en\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Salvatore Ruggieri ~ UNIPI\" \/>\n<meta property=\"og:description\" content=\"Professore Ordinario &#8211; Dipartimento di Informatica | Tel.: 050 221 2782 &#8211; Email: salvatore.ruggieri@unipi.it\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/salvatore-ruggieri-3948-en\/\" \/>\n<meta property=\"og:site_name\" content=\"UNIPI\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/unipisaofficial\/\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-01T02:54:11+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/about-us\\\/organisation\\\/people\\\/salvatore-ruggieri-3948-en\\\/\",\"url\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/about-us\\\/organisation\\\/people\\\/salvatore-ruggieri-3948-en\\\/\",\"name\":\"Salvatore Ruggieri ~ UNIPI\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/#website\"},\"datePublished\":\"2025-05-12T14:33:21+00:00\",\"dateModified\":\"2026-04-01T02:54:11+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/about-us\\\/organisation\\\/people\\\/salvatore-ruggieri-3948-en\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.unipi.it\\\/en\\\/about-us\\\/organisation\\\/people\\\/salvatore-ruggieri-3948-en\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/about-us\\\/organisation\\\/people\\\/salvatore-ruggieri-3948-en\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\",\"item\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/home\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Salvatore Ruggieri\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/\",\"name\":\"UNIPI\",\"description\":\"UNIPI\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/#organization\",\"name\":\"UNIPI\",\"url\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.unipi.it\\\/wp-content\\\/uploads\\\/Raggruppa-3020.svg\",\"contentUrl\":\"https:\\\/\\\/www.unipi.it\\\/wp-content\\\/uploads\\\/Raggruppa-3020.svg\",\"width\":176,\"height\":64,\"caption\":\"UNIPI\"},\"image\":{\"@id\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/unipisaofficial\\\/\",\"https:\\\/\\\/www.instagram.com\\\/unipisa\\\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Salvatore Ruggieri ~ UNIPI","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/salvatore-ruggieri-3948-en\/","og_locale":"en_US","og_type":"article","og_title":"Salvatore Ruggieri ~ UNIPI","og_description":"Professore Ordinario &#8211; Dipartimento di Informatica | Tel.: 050 221 2782 &#8211; Email: salvatore.ruggieri@unipi.it","og_url":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/salvatore-ruggieri-3948-en\/","og_site_name":"UNIPI","article_publisher":"https:\/\/www.facebook.com\/unipisaofficial\/","article_modified_time":"2026-04-01T02:54:11+00:00","twitter_card":"summary_large_image","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/salvatore-ruggieri-3948-en\/","url":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/salvatore-ruggieri-3948-en\/","name":"Salvatore Ruggieri ~ UNIPI","isPartOf":{"@id":"https:\/\/www.unipi.it\/en\/#website"},"datePublished":"2025-05-12T14:33:21+00:00","dateModified":"2026-04-01T02:54:11+00:00","breadcrumb":{"@id":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/salvatore-ruggieri-3948-en\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/salvatore-ruggieri-3948-en\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/salvatore-ruggieri-3948-en\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"","item":"https:\/\/www.unipi.it\/en\/home\/"},{"@type":"ListItem","position":2,"name":"Salvatore Ruggieri"}]},{"@type":"WebSite","@id":"https:\/\/www.unipi.it\/en\/#website","url":"https:\/\/www.unipi.it\/en\/","name":"UNIPI","description":"UNIPI","publisher":{"@id":"https:\/\/www.unipi.it\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.unipi.it\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.unipi.it\/en\/#organization","name":"UNIPI","url":"https:\/\/www.unipi.it\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.unipi.it\/en\/#\/schema\/logo\/image\/","url":"https:\/\/www.unipi.it\/wp-content\/uploads\/Raggruppa-3020.svg","contentUrl":"https:\/\/www.unipi.it\/wp-content\/uploads\/Raggruppa-3020.svg","width":176,"height":64,"caption":"UNIPI"},"image":{"@id":"https:\/\/www.unipi.it\/en\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/unipisaofficial\/","https:\/\/www.instagram.com\/unipisa\/"]}]}},"_links":{"self":[{"href":"https:\/\/www.unipi.it\/en\/wp-json\/wp\/v2\/unipi_persone\/155628","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.unipi.it\/en\/wp-json\/wp\/v2\/unipi_persone"}],"about":[{"href":"https:\/\/www.unipi.it\/en\/wp-json\/wp\/v2\/types\/unipi_persone"}],"wp:attachment":[{"href":"https:\/\/www.unipi.it\/en\/wp-json\/wp\/v2\/media?parent=155628"}],"wp:term":[{"taxonomy":"organizzazioni","embeddable":true,"href":"https:\/\/www.unipi.it\/en\/wp-json\/wp\/v2\/organizzazioni?post=155628"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}