{"id":32357,"date":"2026-09-15T16:50:49","date_gmt":"2026-09-15T16:50:49","guid":{"rendered":"https:\/\/thecloud.group\/?p=32357"},"modified":"2026-09-15T16:57:24","modified_gmt":"2026-09-15T16:57:24","slug":"injecao-imediata-de-risco-empresarial","status":"publish","type":"post","link":"https:\/\/thecloud.group\/pt\/prompt-injection-riesgo-empresarial\/","title":{"rendered":"A inje\u00e7\u00e3o imediata n\u00e3o \u00e9 fic\u00e7\u00e3o cient\u00edfica."},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"32357\" class=\"elementor elementor-32357\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cfd484e elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cfd484e\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;tilt&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M0,6V0h1000v100L0,6z\"\/>\n<\/svg>\t\t<\/div>\n\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-64f4c56\" data-id=\"64f4c56\" 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-72fca4b elementor-hidden-mobile elementor-widget elementor-widget-image\" data-id=\"72fca4b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/elementor\/thumbs\/logo-pd8scx7e21qrxkwrdlcuh7c8eeq4vmzqsjri81k6ps.png\" title=\"logotipo\" alt=\"logotipo\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-a76af51 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a76af51\" 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-cf15d65\" data-id=\"cf15d65\" 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-e993978 elementor-widget elementor-widget-heading\" data-id=\"e993978\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">A inje\u00e7\u00e3o imediata n\u00e3o \u00e9 fic\u00e7\u00e3o cient\u00edfica.\n\n<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c047b73 elementor-widget elementor-widget-heading\" data-id=\"c047b73\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">15 de setembro de 2026<\/h1>\t\t\t\t<\/div>\n\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<div class=\"elementor-element elementor-element-43acffb e-flex e-con-boxed e-con e-parent\" data-id=\"43acffb\" 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-a5b2d83 elementor-widget elementor-widget-text-editor\" data-id=\"a5b2d83\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">A inje\u00e7\u00e3o imediata de vulnerabilidades \u00e9 o principal risco para aplica\u00e7\u00f5es corporativas que utilizam modelos de linguagem, de acordo com a OWASP, que manteve sua posi\u00e7\u00e3o de destaque na lista Top 10 pelo segundo ano consecutivo. N\u00e3o se trata de um cen\u00e1rio te\u00f3rico ou um problema de laborat\u00f3rio: \u00e9 uma consequ\u00eancia direta do funcionamento desses sistemas.<\/span><\/p><p><span style=\"font-weight: 400;\">Um modelo de linguagem n\u00e3o distingue entre as instru\u00e7\u00f5es fornecidas pelo seu desenvolvedor e o texto que processa. Tudo chega como palavras. Se um documento lido pelo sistema cont\u00e9m algo na forma de uma instru\u00e7\u00e3o, existe a possibilidade de que ele a trate como tal.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae9189b elementor-widget elementor-widget-heading\" data-id=\"ae9189b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">O caminho mais perigoso \u00e9 o indireto.\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d8c834c elementor-widget elementor-widget-text-editor\" data-id=\"d8c834c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">A vers\u00e3o conhecida \u2014 um usu\u00e1rio escrevendo &quot;ignore suas instru\u00e7\u00f5es&quot; \u2014 \u00e9 a menos preocupante, porque o atacante precisa estar presente e suas permiss\u00f5es s\u00e3o as mesmas de qualquer outro usu\u00e1rio.<\/span><\/p><p><span style=\"font-weight: 400;\">A vers\u00e3o que importa em um ambiente de neg\u00f3cios \u00e9 a <\/span><b>inje\u00e7\u00e3o indireta<\/b><span style=\"font-weight: 400;\">O texto malicioso n\u00e3o \u00e9 escrito pelo usu\u00e1rio; ele est\u00e1 inserido no conte\u00fado que o sistema processa como parte de seu funcionamento normal.<\/span><\/p><p><span style=\"font-weight: 400;\">Os vetores usuais:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">UM <\/span><b>e-mail de um fornecedor<\/b><span style=\"font-weight: 400;\"> que o assistente l\u00ea para extrair os dados do pedido.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">UM <\/span><b>PDF<\/b><span style=\"font-weight: 400;\"> \u2014uma fatura, um curr\u00edculo, um contrato\u2014 que o sistema resume.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">UM <\/span><b>p\u00e1gina da Internet<\/b><span style=\"font-weight: 400;\"> que o agente consulta para completar as informa\u00e7\u00f5es.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">UM <\/span><b>ticket de suporte<\/b><span style=\"font-weight: 400;\"> Escrito por um cliente.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">UM <\/span><b>campo de formul\u00e1rio<\/b><span style=\"font-weight: 400;\"> que \u00e9 armazenado e depois processado.<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">Em todos os casos, o processo \u00e9 o mesmo: algu\u00e9m externo escreve um texto que seu sistema ir\u00e1 ler e que pode influenciar seu funcionamento. E em todos os casos, o dano potencial \u00e9 exatamente igual ao escopo das permiss\u00f5es que voc\u00ea concedeu a essa pessoa.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5436737 elementor-widget elementor-widget-heading\" data-id=\"5436737\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Por que isso n\u00e3o pode ser resolvido com um filtro?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-83b90fc elementor-widget elementor-widget-text-editor\" data-id=\"83b90fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">A resposta intuitiva \u00e9 filtrar instru\u00e7\u00f5es suspeitas na entrada. Isso n\u00e3o funciona de forma confi\u00e1vel por tr\u00eas motivos:<\/span><\/p><p><b>A linguagem possui infinitas formas.<\/b><span style=\"font-weight: 400;\"> Qualquer lista de padr\u00f5es proibidos pode ser reformulada. A instru\u00e7\u00e3o pode estar em outro idioma, ser parafraseada ou dividida em v\u00e1rias frases.<\/span><\/p><p><b>Pode estar escondido.<\/b><span style=\"font-weight: 400;\"> Texto em branco em uma p\u00e1gina em branco em um PDF, metadados, conte\u00fado que o usu\u00e1rio n\u00e3o v\u00ea, mas o sistema l\u00ea.<\/span><\/p><p><b>O filtro n\u00e3o consegue saber a inten\u00e7\u00e3o.<\/b><span style=\"font-weight: 400;\"> Um e-mail leg\u00edtimo pode conter a frase &quot;por favor, encaminhe isto para o departamento de contabilidade&quot;. O sistema n\u00e3o possui uma maneira robusta de determinar se essa frase \u00e9 uma instru\u00e7\u00e3o para si mesmo ou uma informa\u00e7\u00e3o destinada a uma pessoa.<\/span><\/p><p><span style=\"font-weight: 400;\">A conclus\u00e3o operacional \u00e9 ao mesmo tempo desconfort\u00e1vel e esclarecedora: <\/span><b>Temos que assumir que a inje\u00e7\u00e3o ocorrer\u00e1 e projetar de forma que isso n\u00e3o importe.<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-248d3ff elementor-widget elementor-widget-heading\" data-id=\"248d3ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">O projeto que cont\u00e9m o problema\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e78ab64 elementor-widget elementor-widget-text-editor\" data-id=\"e78ab64\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<table><thead><tr><th><p><b>Princ\u00edpio<\/b><\/p><\/th><th><p><b>Em que consiste?<\/b><\/p><\/th><th><p><b>O que isso impede<\/b><\/p><\/th><\/tr><\/thead><tbody><tr><td><p><b>Licen\u00e7a m\u00ednima<\/b><\/p><\/td><td><p><span style=\"font-weight: 400;\">O sistema s\u00f3 acessa o que sua tarefa espec\u00edfica exige.<\/span><\/p><\/td><td><p><span style=\"font-weight: 400;\">Que uma instru\u00e7\u00e3o injetada alcance dados externos<\/span><\/p><\/td><\/tr><tr><td><p><b>Separa\u00e7\u00e3o de canais<\/b><\/p><\/td><td><p><span style=\"font-weight: 400;\">Conte\u00fado externo nunca \u00e9 tratado como uma instru\u00e7\u00e3o do sistema.<\/span><\/p><\/td><td><p><span style=\"font-weight: 400;\">Permita que um PDF redefina o comportamento.<\/span><\/p><\/td><\/tr><tr><td><p><b>Lista branca de a\u00e7\u00f5es<\/b><\/p><\/td><td><p><span style=\"font-weight: 400;\">Somente as opera\u00e7\u00f5es explicitamente listadas s\u00e3o permitidas.<\/span><\/p><\/td><td><p><span style=\"font-weight: 400;\">Que algo imprevisto aconte\u00e7a<\/span><\/p><\/td><\/tr><tr><td><p><b>Valida\u00e7\u00e3o humana no irrevers\u00edvel<\/b><\/p><\/td><td><p><span style=\"font-weight: 400;\">Pagamentos, comunica\u00e7\u00f5es externas, altera\u00e7\u00f5es de produ\u00e7\u00e3o<\/span><\/p><\/td><td><p><span style=\"font-weight: 400;\">Que o dano se materialize sem revis\u00e3o.<\/span><\/p><\/td><\/tr><tr><td><p><b>Inscri\u00e7\u00e3o completa<\/b><\/p><\/td><td><p><span style=\"font-weight: 400;\">Registra o que foi digitado e o que foi executado.<\/span><\/p><\/td><td><p><span style=\"font-weight: 400;\">Que o incidente \u00e9 irrepar\u00e1vel<\/span><\/p><\/td><\/tr><\/tbody><\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f96e4f elementor-widget elementor-widget-text-editor\" data-id=\"9f96e4f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Essas cinco s\u00e3o decis\u00f5es arquitet\u00f4nicas, n\u00e3o configura\u00e7\u00f5es de ferramentas. E todas as cinco custam pouco se implementadas antes da constru\u00e7\u00e3o, raz\u00e3o pela qual este artigo se encaixa mais em uma discuss\u00e3o sobre design do que sobre seguran\u00e7a.<\/span><\/p><p><span style=\"font-weight: 400;\">A OWASP adiciona dois riscos relacionados a esta tabela que devem ser mencionados: <\/span><b>LLM02, divulga\u00e7\u00e3o de informa\u00e7\u00f5es sens\u00edveis<\/b><span style=\"font-weight: 400;\">, e <\/span><b>LLM06, capacidade excedente<\/b><span style=\"font-weight: 400;\">. Os tr\u00eas apresentam o mesmo problema visto de \u00e2ngulos diferentes: o que o sistema consegue ler, o que ele consegue fazer e quem consegue influenci\u00e1-lo. Desenvolvemos isso em <\/span><a href=\"https:\/\/thecloud.group\/pt\/permite-agentes-em-risco\/\"><span style=\"font-weight: 400;\">Conceder permiss\u00f5es a um agente \u00e9 uma decis\u00e3o arriscada.<\/span><\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d84080 elementor-widget elementor-widget-heading\" data-id=\"8d84080\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">O caso que vale a pena ter em mente\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c2cc72e elementor-widget elementor-widget-text-editor\" data-id=\"c2cc72e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Imagine um assistente que processa as faturas que chegam ao e-mail da administra\u00e7\u00e3o: ele extrai o valor, o fornecedor e o n\u00famero da conta e prepara o pagamento.<\/span><\/p><p><span style=\"font-weight: 400;\">Um fornecedor fraudulento envia uma fatura com uma pequena instru\u00e7\u00e3o no rodap\u00e9 para que o sistema utilize um n\u00famero de conta diferente. Se o assistente tiver permiss\u00e3o para preparar os pagamentos e ningu\u00e9m verificar o n\u00famero da conta no registro do fornecedor, a fraude \u00e9 executada com a efici\u00eancia de um sistema automatizado.<\/span><\/p><p><span style=\"font-weight: 400;\">Note que, neste exemplo, o modelo n\u00e3o falhou: ele fez exatamente o que o texto lhe pediu. A falha reside no projeto, que permitiu que um texto externo determinasse uma informa\u00e7\u00e3o crucial sem verific\u00e1-la com a fonte original.<\/span><\/p><p><span style=\"font-weight: 400;\">Portanto, a regra que repetimos em todos os projetos \u00e9 a seguinte: <\/span><b>O modelo elabora e interpreta; o sistema decide os fatos.<\/b><span style=\"font-weight: 400;\">. Valores, contas, status e permiss\u00f5es s\u00e3o verificados em rela\u00e7\u00e3o ao sistema de origem; eles nunca s\u00e3o aceitos a partir de conte\u00fado processado.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-665a6ca elementor-widget elementor-widget-heading\" data-id=\"665a6ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">O que perguntar a um fornecedor\n\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-539ec89 elementor-widget elementor-widget-text-editor\" data-id=\"539ec89\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Quando algu\u00e9m apresenta uma solu\u00e7\u00e3o baseada em IA que l\u00ea conte\u00fado externo, tr\u00eas perguntas separam a solu\u00e7\u00e3o s\u00e9ria da improvisada:<\/span><\/p><ol><li><b> <\/b><b>O que acontece se o documento que est\u00e1 sendo processado contiver instru\u00e7\u00f5es direcionadas ao sistema?<\/b><span style=\"font-weight: 400;\"> Uma boa resposta demonstra conten\u00e7\u00e3o, n\u00e3o nega\u00e7\u00e3o do problema.<\/span><\/li><li><b> <\/b><b>O que o sistema pode fazer no pior cen\u00e1rio poss\u00edvel?<\/b><span style=\"font-weight: 400;\"> Deve haver uma lista fechada de a\u00e7\u00f5es e um limite para a quantidade ou volume.<\/span><\/li><li><b> <\/b><b>Voc\u00ea poderia reconstituir um incidente ocorrido h\u00e1 um m\u00eas?<\/b><span style=\"font-weight: 400;\"> Se n\u00e3o houver registro de entradas e a\u00e7\u00f5es, n\u00e3o h\u00e1 como investigar nada.<\/span><\/li><\/ol><p><span style=\"font-weight: 400;\">Um provedor que responde &quot;nosso modelo n\u00e3o cai nessa armadilha&quot; n\u00e3o compreendeu o risco. A conten\u00e7\u00e3o n\u00e3o depende da qualidade do modelo, mas sim do escopo que lhe foi concedido.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e26b29f elementor-widget elementor-widget-heading\" data-id=\"e26b29f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Perguntas frequentes\n<\/h2>\t\t\t\t<\/div>\n\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-0bafad2 e-flex e-con-boxed e-con e-parent\" data-id=\"0bafad2\" 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-255e77a elementor-widget elementor-widget-n-accordion\" data-id=\"255e77a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Acorde\u00e3o. Abra os links com Enter ou Espa\u00e7o, feche com Esc e navegue com as setas do teclado.\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3910\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-3910\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> O que \u00e9 inje\u00e7\u00e3o imediata? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3910\" class=\"elementor-element elementor-element-5b9195b e-con-full e-flex e-con e-child\" data-id=\"5b9195b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-128178a elementor-widget elementor-widget-text-editor\" data-id=\"128178a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Trata-se da manipula\u00e7\u00e3o do comportamento de um modelo de linguagem por meio de texto que o modelo processa como se fossem instru\u00e7\u00f5es. A OWASP classifica isso como o principal risco em seu Top 10 para aplica\u00e7\u00f5es de modelos de linguagem at\u00e9 2025, porque o modelo n\u00e3o distingue estruturalmente entre as instru\u00e7\u00f5es do desenvolvedor e o conte\u00fado que analisa.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3911\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-3911\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> O que \u00e9 inje\u00e7\u00e3o indireta imediata? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3911\" class=\"elementor-element elementor-element-0fc0d7e e-con-full e-flex e-con e-child\" data-id=\"0fc0d7e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fff5b06 elementor-widget elementor-widget-text-editor\" data-id=\"fff5b06\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Esta \u00e9 a variante relevante em ambientes empresariais: as instru\u00e7\u00f5es n\u00e3o s\u00e3o escritas pelo usu\u00e1rio, mas est\u00e3o presentes no conte\u00fado que o sistema processa rotineiramente \u2014 um e-mail de um fornecedor, um PDF, uma p\u00e1gina da web, um ticket de suporte ou um campo de formul\u00e1rio.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3912\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-3912\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u00c9 poss\u00edvel evitar a inje\u00e7\u00e3o imediata com filtros de entrada? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3912\" class=\"elementor-element elementor-element-1872c91 e-con-full e-flex e-con e-child\" data-id=\"1872c91\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-64a1d1a elementor-widget elementor-widget-text-editor\" data-id=\"64a1d1a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">N\u00e3o de forma confi\u00e1vel. A linguagem permite reformula\u00e7\u00f5es infinitas, instru\u00e7\u00f5es podem ser ocultadas em texto invis\u00edvel ou metadados, e um filtro n\u00e3o consegue determinar a inten\u00e7\u00e3o. A abordagem correta \u00e9 assumir que isso acontecer\u00e1 e limitar o dano potencial por meio de permiss\u00f5es e controles.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3913\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-3913\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Como uma empresa se protege contra inje\u00e7\u00f5es imediatas? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3913\" class=\"elementor-element elementor-element-69dc4e1 e-con-full e-flex e-con e-child\" data-id=\"69dc4e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-770ee8f elementor-widget elementor-widget-text-editor\" data-id=\"770ee8f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Com cinco princ\u00edpios de design: permiss\u00e3o m\u00ednima por tarefa, separa\u00e7\u00e3o entre conte\u00fado externo e instru\u00e7\u00f5es do sistema, lista branca de a\u00e7\u00f5es permitidas, valida\u00e7\u00e3o humana obrigat\u00f3ria em opera\u00e7\u00f5es irrevers\u00edveis e registro completo de entradas e a\u00e7\u00f5es realizadas.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3914\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-3914\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u00c9 poss\u00edvel que um e-mail ou uma fatura manipulem um sistema de IA? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3914\" class=\"elementor-element elementor-element-b0eb544 e-con-full e-flex e-con e-child\" data-id=\"b0eb544\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aa43162 elementor-widget elementor-widget-text-editor\" data-id=\"aa43162\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Sim, se o sistema os processar e tiver permiss\u00f5es amplas. Um exemplo t\u00edpico \u00e9 uma fatura que inclui uma instru\u00e7\u00e3o para alterar o n\u00famero da conta de pagamento. O problema n\u00e3o est\u00e1 no modelo em si, mas no design que permite que um texto externo determine dados cr\u00edticos sem verific\u00e1-los com a fonte.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3915\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"6\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-3915\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> O que voc\u00ea deve perguntar a um fornecedor sobre esse risco? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3915\" class=\"elementor-element elementor-element-394892d e-con-full e-flex e-con e-child\" data-id=\"394892d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6b896dc elementor-widget elementor-widget-text-editor\" data-id=\"6b896dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">O que acontece se o conte\u00fado processado incluir instru\u00e7\u00f5es direcionadas ao sistema? O que o sistema pode fazer no pior cen\u00e1rio poss\u00edvel? E seria poss\u00edvel reconstruir um incidente ocorrido h\u00e1 um m\u00eas? Uma resposta que nega a possibilidade de um ataque indica falta de consci\u00eancia do risco.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-62494f1 elementor-widget elementor-widget-text-editor\" data-id=\"62494f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>Seu sistema de IA l\u00ea conte\u00fado escrito por terceiros?<\/b><span style=\"font-weight: 400;\"> Analisamos o escopo, as permiss\u00f5es, a separa\u00e7\u00e3o de canais e a rastreabilidade, e informamos qual \u00e9 o pior cen\u00e1rio poss\u00edvel com o design atual. <\/span><a href=\"https:\/\/thecloud.group\/pt\/consultoria-em-tecnologia\/\"><span style=\"font-weight: 400;\">Solicitar uma avalia\u00e7\u00e3o \u2192<\/span><\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2776e2f e-con-full e-flex e-con e-child\" data-id=\"2776e2f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-313fb2f elementor-widget elementor-widget-image\" data-id=\"313fb2f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/09\/Prompt_injection_no_es_ficcion_20260915115609.jpeg\" class=\"elementor-animation-hang attachment-large size-large wp-image-32359\" alt=\"Ataque de inje\u00e7\u00e3o imediata contra um sistema de Intelig\u00eancia Artificial empresarial\" srcset=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/09\/Prompt_injection_no_es_ficcion_20260915115609.jpeg 1024w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/09\/Prompt_injection_no_es_ficcion_20260915115609-300x300.jpeg 300w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/09\/Prompt_injection_no_es_ficcion_20260915115609-150x150.jpeg 150w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/09\/Prompt_injection_no_es_ficcion_20260915115609-768x768.jpeg 768w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/09\/Prompt_injection_no_es_ficcion_20260915115609-12x12.jpeg 12w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d096db elementor-widget elementor-widget-image\" data-id=\"5d096db\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Vibe_coding_creating_product_code_202608262218.jpeg\" class=\"elementor-animation-hang attachment-large size-large wp-image-32293\" alt=\"Desenvolvimento utilizando codifica\u00e7\u00e3o Vibe e c\u00f3digo gerado com Intelig\u00eancia Artificial.\" srcset=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Vibe_coding_creating_product_code_202608262218.jpeg 1024w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Vibe_coding_creating_product_code_202608262218-300x300.jpeg 300w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Vibe_coding_creating_product_code_202608262218-150x150.jpeg 150w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Vibe_coding_creating_product_code_202608262218-768x768.jpeg 768w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/08\/Vibe_coding_creating_product_code_202608262218-12x12.jpeg 12w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f22134d elementor-widget elementor-widget-image\" data-id=\"f22134d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/07\/Futuristic_office_building_modul\u2026_202607281443.jpeg\" class=\"elementor-animation-hang attachment-large size-large wp-image-32015\" alt=\"Arquitetura composta para empresas com aplica\u00e7\u00f5es modulares, APIs e integra\u00e7\u00e3o de sistemas com intelig\u00eancia artificial.\" srcset=\"https:\/\/thecloud.group\/wp-content\/uploads\/2026\/07\/Futuristic_office_building_modul\u2026_202607281443.jpeg 1024w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/07\/Futuristic_office_building_modul\u2026_202607281443-300x300.jpeg 300w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/07\/Futuristic_office_building_modul\u2026_202607281443-150x150.jpeg 150w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/07\/Futuristic_office_building_modul\u2026_202607281443-768x768.jpeg 768w, https:\/\/thecloud.group\/wp-content\/uploads\/2026\/07\/Futuristic_office_building_modul\u2026_202607281443-12x12.jpeg 12w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>No vasto cen\u00e1rio digital do s\u00e9culo XXI, a seguran\u00e7a \u00e9 a pedra angular de qualquer neg\u00f3cio. As vulnerabilidades de ciberseguran\u00e7a n\u00e3o fazem distin\u00e7\u00e3o entre gigantes corporativos e startups promissoras.<\/p>","protected":false},"author":20,"featured_media":32359,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[859],"tags":[896,883],"class_list":["post-32357","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-ia","tag-producto-digital","tag-sistemas-empresariales"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v28.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Prompt injection no es ciencia ficci\u00f3n The Cloud Group<\/title>\n<meta name=\"description\" content=\"C\u00f3mo digitalizamos el archivo del Parlamentode Guinea Ecuatorial: alcance, retost\u00e9cnicos, soluci\u00f3n y resultado. 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