{"id":2701,"date":"2026-06-24T18:28:57","date_gmt":"2026-06-24T21:28:57","guid":{"rendered":"https:\/\/sbbd.org.br\/2026\/?page_id=2701"},"modified":"2026-06-24T19:36:04","modified_gmt":"2026-06-24T22:36:04","slug":"minicursos-aceitos-en","status":"publish","type":"page","link":"https:\/\/sbbd.org.br\/2026\/minicursos-aceitos-en\/","title":{"rendered":"Minicursos Aceitos-en"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2701\" class=\"elementor elementor-2701\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3698f13e elementor-section-height-min-height top elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"3698f13e\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;background_motion_fx_opacity_effect&quot;:&quot;yes&quot;,&quot;background_motion_fx_opacity_range&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:&quot;0&quot;,&quot;end&quot;:&quot;5&quot;}},&quot;sticky&quot;:&quot;top&quot;,&quot;background_motion_fx_range&quot;:&quot;page&quot;,&quot;background_motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;background_motion_fx_opacity_level&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:3,&quot;sizes&quot;:[]},&quot;background_motion_fx_opacity_direction&quot;:&quot;out-in&quot;,&quot;background_motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_offset&quot;:0,&quot;sticky_effects_offset&quot;:0,&quot;sticky_anchor_link_offset&quot;:0}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-top-column elementor-element elementor-element-72aad306\" data-id=\"72aad306\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4270360d elementor-widget elementor-widget-image\" data-id=\"4270360d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/sbbd.org.br\/2026\/\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"330\" src=\"https:\/\/sbbd.org.br\/2026\/wp-content\/uploads\/2026\/01\/logo_group-1024x423.png\" class=\"attachment-large size-large wp-image-1047\" alt=\"\" srcset=\"https:\/\/sbbd.org.br\/2026\/wp-content\/uploads\/2026\/01\/logo_group-1024x423.png 1024w, https:\/\/sbbd.org.br\/2026\/wp-content\/uploads\/2026\/01\/logo_group-300x124.png 300w, https:\/\/sbbd.org.br\/2026\/wp-content\/uploads\/2026\/01\/logo_group-768x317.png 768w, https:\/\/sbbd.org.br\/2026\/wp-content\/uploads\/2026\/01\/logo_group.png 1294w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-top-column elementor-element elementor-element-5a824b10 elementor-hidden-desktop elementor-hidden-tablet\" data-id=\"5a824b10\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3f8543fe elementor-widget elementor-widget-image\" data-id=\"3f8543fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/sbbd.org.br\/2026\/wp-content\/uploads\/elementor\/thumbs\/bandeira_brasil-rie80g37t799yz2ntkvg2qcgtqx3v6ke5616aow1y6.jpg\" title=\"bandeira_brasil\" alt=\"bandeira_brasil\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-top-column elementor-element elementor-element-a4931ea elementor-hidden-desktop elementor-hidden-tablet\" data-id=\"a4931ea\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-161719b7 elementor-nav-menu--stretch elementor-nav-menu__text-align-center elementor-nav-menu--dropdown-tablet elementor-nav-menu--toggle elementor-nav-menu--burger elementor-widget elementor-widget-nav-menu\" data-id=\"161719b7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;full_width&quot;:&quot;stretch&quot;,&quot;layout&quot;:&quot;horizontal&quot;,&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;svg aria-hidden=\\&quot;true\\&quot; class=\\&quot;e-font-icon-svg e-fas-caret-down\\&quot; viewBox=\\&quot;0 0 320 512\\&quot; xmlns=\\&quot;http:\\\/\\\/www.w3.org\\\/2000\\\/svg\\&quot;&gt;&lt;path d=\\&quot;M31.3 192h257.3c17.8 0 26.7 21.5 14.1 34.1L174.1 354.8c-7.8 7.8-20.5 7.8-28.3 0L17.2 226.1C4.6 213.5 13.5 192 31.3 192z\\&quot;&gt;&lt;\\\/path&gt;&lt;\\\/svg&gt;&quot;,&quot;library&quot;:&quot;fa-solid&quot;},&quot;toggle&quot;:&quot;burger&quot;}\" data-widget_type=\"nav-menu.default\">\n\t\t\t\t\t\t\t\t<nav aria-label=\"Menu\" class=\"elementor-nav-menu--main elementor-nav-menu__container elementor-nav-menu--layout-horizontal e--pointer-none\">\n\t\t\t\t<ul id=\"menu-1-161719b7\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-home menu-item-377\"><a href=\"https:\/\/sbbd.org.br\/2026\/\" class=\"elementor-item\">In\u00edcio<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-662\"><a href=\"https:\/\/sbbd.org.br\/2026\/sobre\/\" class=\"elementor-item\">SBBD<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-663\"><a href=\"https:\/\/sbbd.org.br\/2026\/sobre\/\" class=\"elementor-sub-item\">Sobre<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-664\"><a href=\"https:\/\/sbbd.org.br\/2026\/organizacao\/\" class=\"elementor-sub-item\">Organiza\u00e7\u00e3o<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-522\"><a href=\"https:\/\/sbbd.org.br\/2026\/contato\/\" class=\"elementor-sub-item\">Contato<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2690\"><a href=\"#\" class=\"elementor-sub-item elementor-item-anchor\">S\u00e3o Carlos<\/a>\n\t<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2669\"><a href=\"https:\/\/sbbd.org.br\/2026\/como-chegar\/\" class=\"elementor-sub-item\">Como chegar<\/a><\/li>\n\t<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-885\"><a href=\"#\" class=\"elementor-item elementor-item-anchor\">Chamadas<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2046\"><a href=\"https:\/\/sbbd.org.br\/2026\/topicos-interesse\/\" class=\"elementor-sub-item\">T\u00f3picos de Interesse<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-890\"><a href=\"https:\/\/sbbd.org.br\/2026\/trilha-principal\/\" class=\"elementor-sub-item\">Trilha Principal<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-889\"><a href=\"https:\/\/sbbd.org.br\/2026\/bresci\/\" class=\"elementor-sub-item\">BreSci<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1401\"><a href=\"https:\/\/sbbd.org.br\/2026\/ctdbd\/\" class=\"elementor-sub-item\">CTDBD<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-888\"><a href=\"https:\/\/sbbd.org.br\/2026\/demos-aplicacoes\/\" class=\"elementor-sub-item\">Demos e Aplica\u00e7\u00f5es<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2090\"><a href=\"https:\/\/sbbd.org.br\/2026\/ds4sg\/\" class=\"elementor-sub-item\">DS4SG<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-887\"><a href=\"https:\/\/sbbd.org.br\/2026\/dsw\/\" class=\"elementor-sub-item\">DSW<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-886\"><a href=\"https:\/\/sbbd.org.br\/2026\/minicursos\/\" class=\"elementor-sub-item\">Minicursos<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-926\"><a href=\"https:\/\/sbbd.org.br\/2026\/maratona-sql\/\" class=\"elementor-sub-item\">Maratona de SQL<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-934\"><a href=\"https:\/\/sbbd.org.br\/2026\/tutoriais\/\" class=\"elementor-sub-item\">Tutoriais<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2297\"><a href=\"https:\/\/sbbd.org.br\/2026\/wfd\/\" class=\"elementor-sub-item\">WFD<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-933\"><a href=\"https:\/\/sbbd.org.br\/2026\/workshops\/\" class=\"elementor-sub-item\">Workshops<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1154\"><a href=\"https:\/\/sbbd.org.br\/2026\/wtag\/\" class=\"elementor-sub-item\">WTAG<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1382\"><a href=\"https:\/\/sbbd.org.br\/2026\/wtdbd\/\" class=\"elementor-sub-item\">WTDBD<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2728\"><a href=\"#\" class=\"elementor-item elementor-item-anchor\">Programa\u00e7\u00e3o<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1852\"><a href=\"https:\/\/sbbd.org.br\/2026\/painel\/\" class=\"elementor-sub-item\">Painel<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2788\"><a href=\"https:\/\/sbbd.org.br\/2026\/keynotes\/\" class=\"elementor-sub-item\">Keynotes<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2751\"><a href=\"https:\/\/sbbd.org.br\/2026\/tutoriais-aceitos\/\" class=\"elementor-sub-item\">Tutoriais<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2726\"><a href=\"https:\/\/sbbd.org.br\/2026\/minicursos-aceitos\/\" class=\"elementor-sub-item\">Minicursos<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t<div class=\"elementor-menu-toggle\" role=\"button\" tabindex=\"0\" aria-label=\"Alternar menu\" aria-expanded=\"false\">\n\t\t\t<svg aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--open e-font-icon-svg e-eicon-menu-bar\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M104 333H896C929 333 958 304 958 271S929 208 896 208H104C71 208 42 237 42 271S71 333 104 333ZM104 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menu-item-type-post_type menu-item-object-page menu-item-home menu-item-377\"><a href=\"https:\/\/sbbd.org.br\/2026\/\" class=\"elementor-item\" tabindex=\"-1\">In\u00edcio<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-662\"><a href=\"https:\/\/sbbd.org.br\/2026\/sobre\/\" class=\"elementor-item\" tabindex=\"-1\">SBBD<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-663\"><a href=\"https:\/\/sbbd.org.br\/2026\/sobre\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Sobre<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-664\"><a href=\"https:\/\/sbbd.org.br\/2026\/organizacao\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Organiza\u00e7\u00e3o<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-522\"><a href=\"https:\/\/sbbd.org.br\/2026\/contato\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Contato<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2690\"><a href=\"#\" class=\"elementor-sub-item elementor-item-anchor\" tabindex=\"-1\">S\u00e3o Carlos<\/a>\n\t<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2669\"><a href=\"https:\/\/sbbd.org.br\/2026\/como-chegar\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Como chegar<\/a><\/li>\n\t<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-885\"><a href=\"#\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">Chamadas<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2046\"><a href=\"https:\/\/sbbd.org.br\/2026\/topicos-interesse\/\" class=\"elementor-sub-item\" tabindex=\"-1\">T\u00f3picos de Interesse<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-890\"><a href=\"https:\/\/sbbd.org.br\/2026\/trilha-principal\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Trilha Principal<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-889\"><a href=\"https:\/\/sbbd.org.br\/2026\/bresci\/\" class=\"elementor-sub-item\" tabindex=\"-1\">BreSci<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1401\"><a href=\"https:\/\/sbbd.org.br\/2026\/ctdbd\/\" class=\"elementor-sub-item\" tabindex=\"-1\">CTDBD<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-888\"><a href=\"https:\/\/sbbd.org.br\/2026\/demos-aplicacoes\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Demos e Aplica\u00e7\u00f5es<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2090\"><a href=\"https:\/\/sbbd.org.br\/2026\/ds4sg\/\" class=\"elementor-sub-item\" tabindex=\"-1\">DS4SG<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-887\"><a href=\"https:\/\/sbbd.org.br\/2026\/dsw\/\" class=\"elementor-sub-item\" tabindex=\"-1\">DSW<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-886\"><a href=\"https:\/\/sbbd.org.br\/2026\/minicursos\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Minicursos<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-926\"><a href=\"https:\/\/sbbd.org.br\/2026\/maratona-sql\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Maratona de SQL<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-934\"><a href=\"https:\/\/sbbd.org.br\/2026\/tutoriais\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Tutoriais<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2297\"><a href=\"https:\/\/sbbd.org.br\/2026\/wfd\/\" class=\"elementor-sub-item\" tabindex=\"-1\">WFD<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-933\"><a href=\"https:\/\/sbbd.org.br\/2026\/workshops\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Workshops<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1154\"><a href=\"https:\/\/sbbd.org.br\/2026\/wtag\/\" class=\"elementor-sub-item\" tabindex=\"-1\">WTAG<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1382\"><a href=\"https:\/\/sbbd.org.br\/2026\/wtdbd\/\" class=\"elementor-sub-item\" tabindex=\"-1\">WTDBD<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2728\"><a href=\"#\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">Programa\u00e7\u00e3o<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1852\"><a href=\"https:\/\/sbbd.org.br\/2026\/painel\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Painel<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2788\"><a href=\"https:\/\/sbbd.org.br\/2026\/keynotes\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Keynotes<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2751\"><a href=\"https:\/\/sbbd.org.br\/2026\/tutoriais-aceitos\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Tutoriais<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2726\"><a href=\"https:\/\/sbbd.org.br\/2026\/minicursos-aceitos\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Minicursos<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-top-column elementor-element elementor-element-17829540 elementor-hidden-mobile\" data-id=\"17829540\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3ac5af0b elementor-nav-menu--stretch elementor-nav-menu__text-align-center elementor-nav-menu__align-center elementor-widget__width-initial elementor-nav-menu--dropdown-tablet elementor-nav-menu--toggle elementor-nav-menu--burger elementor-widget elementor-widget-nav-menu\" data-id=\"3ac5af0b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;full_width&quot;:&quot;stretch&quot;,&quot;layout&quot;:&quot;horizontal&quot;,&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;svg aria-hidden=\\&quot;true\\&quot; class=\\&quot;e-font-icon-svg e-fas-caret-down\\&quot; viewBox=\\&quot;0 0 320 512\\&quot; xmlns=\\&quot;http:\\\/\\\/www.w3.org\\\/2000\\\/svg\\&quot;&gt;&lt;path d=\\&quot;M31.3 192h257.3c17.8 0 26.7 21.5 14.1 34.1L174.1 354.8c-7.8 7.8-20.5 7.8-28.3 0L17.2 226.1C4.6 213.5 13.5 192 31.3 192z\\&quot;&gt;&lt;\\\/path&gt;&lt;\\\/svg&gt;&quot;,&quot;library&quot;:&quot;fa-solid&quot;},&quot;toggle&quot;:&quot;burger&quot;}\" data-widget_type=\"nav-menu.default\">\n\t\t\t\t\t\t\t\t<nav aria-label=\"Menu\" class=\"elementor-nav-menu--main elementor-nav-menu__container elementor-nav-menu--layout-horizontal e--pointer-none\">\n\t\t\t\t<ul id=\"menu-1-3ac5af0b\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1055\"><a href=\"https:\/\/sbbd.org.br\/2026\/home-page-en\/\" class=\"elementor-item\">Home<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-1056\"><a href=\"https:\/\/sbbd.org.br\/2026\/sobre-en\/\" class=\"elementor-item\">SBBD<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1195\"><a href=\"https:\/\/sbbd.org.br\/2026\/sobre-en\/\" class=\"elementor-sub-item\">About<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1194\"><a href=\"https:\/\/sbbd.org.br\/2026\/organizacao-en\/\" class=\"elementor-sub-item\">Organization<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1232\"><a href=\"https:\/\/sbbd.org.br\/2026\/contato-en\/\" class=\"elementor-sub-item\">Contact<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-1179\"><a href=\"#\" class=\"elementor-item elementor-item-anchor\">Calls<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2047\"><a href=\"https:\/\/sbbd.org.br\/2026\/topicos-interesse-en\/\" class=\"elementor-sub-item\">Topics of Interest<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1180\"><a href=\"https:\/\/sbbd.org.br\/2026\/trilha-principal-en\/\" class=\"elementor-sub-item\">Main track<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1054\"><a href=\"https:\/\/sbbd.org.br\/2026\/bresci-en\/\" class=\"elementor-sub-item\">BreSci<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1400\"><a href=\"https:\/\/sbbd.org.br\/2026\/ctdbd-en\/\" class=\"elementor-sub-item\">CTDBD<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1185\"><a href=\"https:\/\/sbbd.org.br\/2026\/demos-aplicacoes-en\/\" class=\"elementor-sub-item\">Demos and Applications<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2091\"><a href=\"https:\/\/sbbd.org.br\/2026\/ds4sg-en\/\" class=\"elementor-sub-item\">DS4SG<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1186\"><a href=\"https:\/\/sbbd.org.br\/2026\/dsw-en\/\" class=\"elementor-sub-item\">DSW<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1203\"><a href=\"https:\/\/sbbd.org.br\/2026\/minicursos-en\/\" class=\"elementor-sub-item\">Minicourses<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1211\"><a href=\"https:\/\/sbbd.org.br\/2026\/maratona-sql-en\/\" class=\"elementor-sub-item\">SQL marathon<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1219\"><a href=\"https:\/\/sbbd.org.br\/2026\/tutoriais-en\/\" class=\"elementor-sub-item\">Tutorials<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2296\"><a href=\"https:\/\/sbbd.org.br\/2026\/wfd-en\/\" class=\"elementor-sub-item\">WFD<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1269\"><a href=\"https:\/\/sbbd.org.br\/2026\/workshops-en\/\" class=\"elementor-sub-item\">Workshops<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1283\"><a href=\"https:\/\/sbbd.org.br\/2026\/wtag-en\/\" class=\"elementor-sub-item\">WTAG<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1383\"><a href=\"https:\/\/sbbd.org.br\/2026\/wtdbd-en\/\" class=\"elementor-sub-item\">WTDBD<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2729\"><a href=\"#\" class=\"elementor-item elementor-item-anchor\">Program<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1853\"><a href=\"https:\/\/sbbd.org.br\/2026\/painel-en\/\" class=\"elementor-sub-item\">Panel<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2787\"><a href=\"https:\/\/sbbd.org.br\/2026\/keynotes-en\/\" class=\"elementor-sub-item\">Keynotes<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2755\"><a href=\"https:\/\/sbbd.org.br\/2026\/tutoriais-aceitos-en\/\" class=\"elementor-sub-item\">Tutorials<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2730\"><a href=\"https:\/\/sbbd.org.br\/2026\/minicursos-aceitos-en\/\" class=\"elementor-sub-item\">Minicourses<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t<div class=\"elementor-menu-toggle\" role=\"button\" tabindex=\"0\" aria-label=\"Alternar menu\" aria-expanded=\"false\">\n\t\t\t<svg aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--open e-font-icon-svg e-eicon-menu-bar\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M104 333H896C929 333 958 304 958 271S929 208 896 208H104C71 208 42 237 42 271S71 333 104 333ZM104 583H896C929 583 958 554 958 521S929 458 896 458H104C71 458 42 487 42 521S71 583 104 583ZM104 833H896C929 833 958 804 958 771S929 708 896 708H104C71 708 42 737 42 771S71 833 104 833Z\"><\/path><\/svg><svg aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--close e-font-icon-svg e-eicon-close\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M742 167L500 408 258 167C246 154 233 150 217 150 196 150 179 158 167 167 154 179 150 196 150 212 150 229 154 242 171 254L408 500 167 742C138 771 138 800 167 829 196 858 225 858 254 829L496 587 738 829C750 842 767 846 783 846 800 846 817 842 829 829 842 817 846 804 846 783 846 767 842 750 829 737L588 500 833 258C863 229 863 200 833 171 804 137 775 137 742 167Z\"><\/path><\/svg>\t\t<\/div>\n\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-3ac5af0b\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-1055\"><a href=\"https:\/\/sbbd.org.br\/2026\/home-page-en\/\" class=\"elementor-item\" tabindex=\"-1\">Home<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-1056\"><a href=\"https:\/\/sbbd.org.br\/2026\/sobre-en\/\" class=\"elementor-item\" tabindex=\"-1\">SBBD<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1195\"><a href=\"https:\/\/sbbd.org.br\/2026\/sobre-en\/\" class=\"elementor-sub-item\" tabindex=\"-1\">About<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1194\"><a href=\"https:\/\/sbbd.org.br\/2026\/organizacao-en\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Organization<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1232\"><a href=\"https:\/\/sbbd.org.br\/2026\/contato-en\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Contact<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-1179\"><a href=\"#\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">Calls<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2047\"><a href=\"https:\/\/sbbd.org.br\/2026\/topicos-interesse-en\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Topics of Interest<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1180\"><a href=\"https:\/\/sbbd.org.br\/2026\/trilha-principal-en\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Main track<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1054\"><a href=\"https:\/\/sbbd.org.br\/2026\/bresci-en\/\" class=\"elementor-sub-item\" tabindex=\"-1\">BreSci<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1400\"><a href=\"https:\/\/sbbd.org.br\/2026\/ctdbd-en\/\" class=\"elementor-sub-item\" tabindex=\"-1\">CTDBD<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1185\"><a href=\"https:\/\/sbbd.org.br\/2026\/demos-aplicacoes-en\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Demos and Applications<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2091\"><a href=\"https:\/\/sbbd.org.br\/2026\/ds4sg-en\/\" class=\"elementor-sub-item\" tabindex=\"-1\">DS4SG<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1186\"><a href=\"https:\/\/sbbd.org.br\/2026\/dsw-en\/\" class=\"elementor-sub-item\" tabindex=\"-1\">DSW<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1203\"><a href=\"https:\/\/sbbd.org.br\/2026\/minicursos-en\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Minicourses<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1211\"><a href=\"https:\/\/sbbd.org.br\/2026\/maratona-sql-en\/\" class=\"elementor-sub-item\" tabindex=\"-1\">SQL marathon<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1219\"><a href=\"https:\/\/sbbd.org.br\/2026\/tutoriais-en\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Tutorials<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2296\"><a href=\"https:\/\/sbbd.org.br\/2026\/wfd-en\/\" class=\"elementor-sub-item\" tabindex=\"-1\">WFD<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1269\"><a href=\"https:\/\/sbbd.org.br\/2026\/workshops-en\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Workshops<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1283\"><a href=\"https:\/\/sbbd.org.br\/2026\/wtag-en\/\" class=\"elementor-sub-item\" tabindex=\"-1\">WTAG<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1383\"><a href=\"https:\/\/sbbd.org.br\/2026\/wtdbd-en\/\" class=\"elementor-sub-item\" tabindex=\"-1\">WTDBD<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-has-children menu-item-2729\"><a href=\"#\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">Program<\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-1853\"><a href=\"https:\/\/sbbd.org.br\/2026\/painel-en\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Panel<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2787\"><a href=\"https:\/\/sbbd.org.br\/2026\/keynotes-en\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Keynotes<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2755\"><a href=\"https:\/\/sbbd.org.br\/2026\/tutoriais-aceitos-en\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Tutorials<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2730\"><a href=\"https:\/\/sbbd.org.br\/2026\/minicursos-aceitos-en\/\" class=\"elementor-sub-item\" tabindex=\"-1\">Minicourses<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-20 elementor-top-column elementor-element elementor-element-2444469 elementor-hidden-mobile\" data-id=\"2444469\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-661d3caa elementor-widget elementor-widget-image\" data-id=\"661d3caa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/sbbd.org.br\/2026\/minicursos-aceitos\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/sbbd.org.br\/2026\/wp-content\/uploads\/elementor\/thumbs\/bandeira_brasil-rie80g37t799yz2ntkvg2qcgtqx3v6ke5616aow1y6.jpg\" title=\"bandeira_brasil\" alt=\"bandeira_brasil\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5932dbe elementor-section-height-min-height elementor-section-items-stretch elementor-section-content-middle elementor-section-boxed elementor-section-height-default\" data-id=\"5932dbe\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-aab6723\" data-id=\"aab6723\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a31462e elementor-section-height-min-height elementor-section-items-stretch elementor-section-boxed elementor-section-height-default\" data-id=\"a31462e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6f8778d\" data-id=\"6f8778d\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-be287dd elementor-widget elementor-widget-heading\" data-id=\"be287dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Accepted MINICOURSES<\/h1>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-3176e38 e-flex e-con-boxed e-con e-parent\" data-id=\"3176e38\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c97c8a7 elementor-widget elementor-widget-heading\" data-id=\"c97c8a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Minicourse 1<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a2438c6 elementor-widget elementor-widget-text-editor\" data-id=\"a2438c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h5><strong>Security and Privacy in Data-Driven Systems: From Traditional Machine Learning to Large Language Models<\/strong><\/h5><p><strong>Abstract: <\/strong>Data-driven systems have advanced from traditional predictive models, such as neural networks and decision trees, to Large Language Models (LLMs), which significantly expand the attack surface and privacy risk. Previously, Artificial Intelligence (AI) systems were limited to a small subset of users and practitioners. However, the popularization of LLMs tools, such as ChatGPT, Gemini and LLMA, has enabled novice and non-expert users to interact with these systems through AI-based tasks. In light of this, AI has become a powerful attack vector, where malicious users can inject small perturbations to poison or evade datasets. They can also hijack systems with &#8220;bad&#8221; prompts that cause AI models to misbehave, or exploit them to leak sensitive training data. This minicourse provides a comprehensive overview of AI security and privacy in data-driven systems, covering applications ranging from traditional machine learning to modern LLM-based solutions. We will cover traditional adversarial attacks, such as poisoning and evasion, as well as privacy threats and privacy-preserving strategies. Furthermore, we address prompt injection into modern AI systems and the risk of exposure of personally identifiable information in LLMs. By combining theoretical foundations with practical demonstrations, this mini-course provides a hands-on overview of attacks and defenses for building robust, private, and trustworthy AI-integrated database systems.<strong><br \/><\/strong><\/p><p><strong>Authors:<\/strong><\/p><p>Name: Erikson Aguiar<br \/>Affiliation: P\u00f3s-Doutorando no Instituto de Ci\u00eancias Matem\u00e1ticas de Computa\u00e7\u00e3o, Universidade de S\u00e3o Paulo (ICMC-USP)<br \/>Contact: erjulioaguiar@usp.br<\/p><p>Name: \u00carica do Carmo<br \/>Affiliation: Doutoranda no Instituto de Ci\u00eancias Matem\u00e1ticas de Computa\u00e7\u00e3o, Universidade de S\u00e3o Paulo (ICMC-USP)<br \/>Contact: ericapetersc@usp.br<\/p><p>Name: Agma Traina<br \/>Affiliation: Professora Titular no Instituto de Ci\u00eancias Matem\u00e1ticas de Computa\u00e7\u00e3o, Universidade de S\u00e3o Paulo (ICMC-USP)<br \/>Contact: agma@icmc.usp.br<\/p><p>Name: Caetano Traina Junior<br \/>Affiliation: Professor Titular no Instituto de Ci\u00eancias Matem\u00e1ticas de Computa\u00e7\u00e3o, Universidade de S\u00e3o Paulo (ICMC-USP)<br \/>Contact: caetano@icmc.usp.br<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-850269e elementor-widget elementor-widget-heading\" data-id=\"850269e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Minicourse 2<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-91b2f79 elementor-widget elementor-widget-text-editor\" data-id=\"91b2f79\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h5><strong>Modelagem de Bancos de Dados em Conformidade com a LGPD<\/strong><\/h5><p><strong>Abstract:<\/strong> A Lei Geral de Prote\u00e7\u00e3o de Dados Pessoais (Lei no 13.709\/2018) estabelece as regras para o tratamento de dados pessoais no Brasil, aplicando-se a opera\u00e7\u00f5es realizadas por pessoas f\u00edsicas ou jur\u00eddicas, tanto no meio f\u00edsico quanto digital. Seu objetivo \u00e9 proteger direitos fundamentais, especialmente a liberdade e a privacidade, regulando todo o ciclo de vida dos dados, da coleta ao descarte, exigindo que o tratamento esteja fundamentado em bases legais, como o consentimento do titular. Nesse cen\u00e1rio, o sistema de bancos de dados torna-se um componente central, uma vez que \u00e9 respons\u00e1vel pelo armazenamento, pela integridade e pela disponibilidade dos dados. Assim, este minicurso discute estrat\u00e9gias para integrar os requisitos jur\u00eddicos da LGPD ao projeto de bancos de dados, facilitando o desenvolvimento de sistemas e a realiza\u00e7\u00e3o de auditorias de conformidade com a LGPD.<\/p><p><strong>Authors:<\/strong><\/p><p>Name: Patricia Vieira Barros<br \/>Affiliation: UFPI<br \/>Contact: patriciavieira@ufpi.edu.br<\/p><p>Name: Jos\u00e9 Maria da Silva Monteiro Filho <br \/>Affiliation: UFC<br \/>Contact: monteiro@dc.ufc.br&gt;<\/p><p>Name: Javam Machado<br \/>Affiliation: UFC<br \/>Contact: javam.machado@dc.ufc.br<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-90e39da elementor-widget elementor-widget-heading\" data-id=\"90e39da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Minicourse 3<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-95229b1 elementor-widget elementor-widget-text-editor\" data-id=\"95229b1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h5><strong>Causality for Data Scientists: Discovery, Causal Inference, and Applications in Machine Learning<\/strong><\/h5><p><strong>Abstract:\u00a0<\/strong>Machine Learning (ML) models excel at identifying patterns in data, yet they are fundamentally limited in answering causal questions such as \u201cWhat happens if I intervene?\u201d or \u201cWhich features actually drive this outcome?\u201d. This tutorial chapter introduces the foundations of computational causality for data scientists and database researchers. Starting<br \/>from Simpson Paradox and Pearl Causal Hierarchy, we develop Directed Acyclic Graphs (DAGs), the do-operator, d-separation, and the backdoor and frontdoor identification criteria. We then present the two complementary formalisms: Structural Causal Models (SCMs) and the Potential Outcomes framework, with emphasis on the estimands ATE and CATE. The chapter covers Causal Discovery algorithms for learning causal structures from observational data, and Causal Inference methods for effect estimation and validation. Finally, we connect these foundations to practical ML applications: causal graph-guided feature selection and counterfactual explainability. Practical activities accompanying this chapter employ public datasets and open-source Python libraries.<\/p><p><strong>Authors:<\/strong><\/p><p>Name: Gustavo Ferreira Viegas de Oliveira<br \/>Affiliation: UFV<br \/>Contact: gustavo.viegas@ufv.br<\/p><p>Name: Fabr\u00edcio Aguiar Silva<br \/>Affiliation: UFV<br \/>Contact: fabricio.asilva@ufv.br<\/p><p>Name: Marcus Henrique Soares Mendes<br \/>Affiliation: UFV<br \/>Contact: marcus.mendes@ufv.br<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d55398 elementor-widget elementor-widget-heading\" data-id=\"2d55398\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">MINICOURSES COORDINATION<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7c39c38 elementor-widget elementor-widget-text-editor\" data-id=\"7c39c38\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Dimas Cassimiro do Nascimento Filho<\/p><p>Universidade Federal do Agreste de Pernambuco (UFAPE) \u2013 dimas.cassimiro@ufape.edu.br<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-436ee9b3 e-flex e-con-boxed e-con e-parent\" data-id=\"436ee9b3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-33959280 elementor-widget elementor-widget-spacer\" data-id=\"33959280\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element 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elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-d3ed8a1\" data-id=\"d3ed8a1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-51683eac elementor-widget elementor-widget-image\" data-id=\"51683eac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/sbbd.org.br\/2026\/wp-content\/uploads\/elementor\/thumbs\/LOGO_NEGATIVO_-_SBBD26_2-rfo1x4tzc1c12zst9r34s1gszl2hf98tf857ek83k0.webp\" title=\"LOGO_NEGATIVO_-_SBBD26_2\" alt=\"LOGO_NEGATIVO_-_SBBD26_2\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-3c542068\" data-id=\"3c542068\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1d500b66 elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-heading\" data-id=\"1d500b66\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">EMAIL<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e73a6dc elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-heading\" data-id=\"3e73a6dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a 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elementor-element-4b2e6229\" data-id=\"4b2e6229\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5c39b1a7 elementor-widget elementor-widget-heading\" data-id=\"5c39b1a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">ICMC Address<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ecf6158 elementor-widget elementor-widget-heading\" data-id=\"1ecf6158\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Av. 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S\u00e3o Carlense, 400 - Centro, S\u00e3o Carlos - SP, 13566-590<\/h3>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-148bb64b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"148bb64b\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-73a4e10e\" data-id=\"73a4e10e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2608761b elementor-icon-list--layout-inline elementor-align-center elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"2608761b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.instagram.com\/sbbd_oficial?utm_source=ig_web_button_share_sheet&#038;igsh=ZDNlZDc0MzIxNw==\">\n\n\t\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<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-instagram\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.1 141c-63.6 0-114.9 51.3-114.9 114.9s51.3 114.9 114.9 114.9S339 319.5 339 255.9 287.7 141 224.1 141zm0 189.6c-41.1 0-74.7-33.5-74.7-74.7s33.5-74.7 74.7-74.7 74.7 33.5 74.7 74.7-33.6 74.7-74.7 74.7zm146.4-194.3c0 14.9-12 26.8-26.8 26.8-14.9 0-26.8-12-26.8-26.8s12-26.8 26.8-26.8 26.8 12 26.8 26.8zm76.1 27.2c-1.7-35.9-9.9-67.7-36.2-93.9-26.2-26.2-58-34.4-93.9-36.2-37-2.1-147.9-2.1-184.9 0-35.8 1.7-67.6 9.9-93.9 36.1s-34.4 58-36.2 93.9c-2.1 37-2.1 147.9 0 184.9 1.7 35.9 9.9 67.7 36.2 93.9s58 34.4 93.9 36.2c37 2.1 147.9 2.1 184.9 0 35.9-1.7 67.7-9.9 93.9-36.2 26.2-26.2 34.4-58 36.2-93.9 2.1-37 2.1-147.8 0-184.8zM398.8 388c-7.8 19.6-22.9 34.7-42.6 42.6-29.5 11.7-99.5 9-132.1 9s-102.7 2.6-132.1-9c-19.6-7.8-34.7-22.9-42.6-42.6-11.7-29.5-9-99.5-9-132.1s-2.6-102.7 9-132.1c7.8-19.6 22.9-34.7 42.6-42.6 29.5-11.7 99.5-9 132.1-9s102.7-2.6 132.1 9c19.6 7.8 34.7 22.9 42.6 42.6 11.7 29.5 9 99.5 9 132.1s2.7 102.7-9 132.1z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/sbbd-oficial\/\">\n\n\t\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<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-linkedin\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 32H31.9C14.3 32 0 46.5 0 64.3v383.4C0 465.5 14.3 480 31.9 480H416c17.6 0 32-14.5 32-32.3V64.3c0-17.8-14.4-32.3-32-32.3zM135.4 416H69V202.2h66.5V416zm-33.2-243c-21.3 0-38.5-17.3-38.5-38.5S80.9 96 102.2 96c21.2 0 38.5 17.3 38.5 38.5 0 21.3-17.2 38.5-38.5 38.5zm282.1 243h-66.4V312c0-24.8-.5-56.7-34.5-56.7-34.6 0-39.9 27-39.9 54.9V416h-66.4V202.2h63.7v29.2h.9c8.9-16.8 30.6-34.5 62.9-34.5 67.2 0 79.7 44.3 79.7 101.9V416z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-34eeb7fc elementor-widget elementor-widget-heading\" data-id=\"34eeb7fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">@2026, SBBD<\/p>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Accepted MINICOURSES Minicourse 1 Security and Privacy in Data-Driven Systems: From Traditional Machine Learning to Large Language Models Abstract: Data-driven systems have advanced from traditional predictive models, such as neural networks and decision trees, to Large Language Models (LLMs), which significantly expand the attack surface and privacy risk. Previously, Artificial Intelligence (AI) systems were limited [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_canvas","meta":{"footnotes":""},"class_list":["post-2701","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sbbd.org.br\/2026\/wp-json\/wp\/v2\/pages\/2701","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sbbd.org.br\/2026\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sbbd.org.br\/2026\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sbbd.org.br\/2026\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/sbbd.org.br\/2026\/wp-json\/wp\/v2\/comments?post=2701"}],"version-history":[{"count":16,"href":"https:\/\/sbbd.org.br\/2026\/wp-json\/wp\/v2\/pages\/2701\/revisions"}],"predecessor-version":[{"id":2761,"href":"https:\/\/sbbd.org.br\/2026\/wp-json\/wp\/v2\/pages\/2701\/revisions\/2761"}],"wp:attachment":[{"href":"https:\/\/sbbd.org.br\/2026\/wp-json\/wp\/v2\/media?parent=2701"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}