{"id":52161,"date":"2024-03-12T12:00:25","date_gmt":"2024-03-12T15:00:25","guid":{"rendered":"https:\/\/insurancecorp.com.br\/pt\/?p=52161"},"modified":"2024-03-12T12:00:25","modified_gmt":"2024-03-12T15:00:25","slug":"quais-sao-as-preocupacoes-com-a-inteligencia-artificial","status":"publish","type":"post","link":"https:\/\/insurancecorp.com.br\/pt\/2024\/03\/12\/quais-sao-as-preocupacoes-com-a-inteligencia-artificial\/","title":{"rendered":"Quais s\u00e3o as preocupa\u00e7\u00f5es com a Intelig\u00eancia Artificial?"},"content":{"rendered":"<p style=\"text-align: justify;\"><span style=\"font-family: 'Arial',sans-serif;\">Uma recente pesquisa da Bain &amp; Company sobre aplica\u00e7\u00e3o da intelig\u00eancia artificial (IA) nas empresas brasileiras mostra um avan\u00e7o acelerado da tecnologia no pa\u00eds. O levantamento, realizado com cerca de 120 executivos brasileiros C-Level, indica que 58% dos entrevistados consideram a IA uma das cinco maiores prioridades estrat\u00e9gicas da sua companhia. O indicador n\u00e3o fica muito atr\u00e1s do mercado global, em que 86% dos pesquisados deram a mesma prioridade para a IA.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Arial',sans-serif;\">Com a ado\u00e7\u00e3o acelerada da tecnologia, os l\u00edderes das empresas procuram aproveitar os benef\u00edcios ao mesmo tempo em que mitigam os riscos desta tecnologia emergente. O uso respons\u00e1vel da IA surge como uma grande tend\u00eancia na \u00e1rea de tecnologia.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Arial',sans-serif;\">Na esfera da seguran\u00e7a, os ataques advers\u00e1rios s\u00e3o uma preocupa\u00e7\u00e3o para muitas empresas, j\u00e1 que podem manipular dados para enganar modelos de IA e levar a decis\u00f5es equivocadas ou at\u00e9 mesmo omiss\u00f5es cr\u00edticas, afetando negativamente os resultados das aplica\u00e7\u00f5es.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Arial',sans-serif;\">Os ataques de advers\u00e1rios podem ocorrer de duas formas. Durante o treinamento, o envenenamento de dados e a inser\u00e7\u00e3o de backdoors s\u00e3o estrat\u00e9gias comuns. Na fase de infer\u00eancia, os ataques de evas\u00e3o e de explora\u00e7\u00e3o de modelo podem levar \u00e0 manipula\u00e7\u00e3o dos resultados ou \u00e0 introdu\u00e7\u00e3o de vieses indesejados nos modelos.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Arial',sans-serif;\">Outro ponto negativo \u00e9 a espionagem por meio da IA, que pode explorar a capacidade de processar grandes volumes de dados de forma eficiente para coletar informa\u00e7\u00f5es confidenciais de maneira menos detect\u00e1vel. Al\u00e9m disso, a automa\u00e7\u00e3o de ataques \u00e9 outra amea\u00e7a significativa, permitindo que os invasores explorem vulnerabilidades em grande escala e com alta velocidade.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Arial',sans-serif;\">Do ponto de vista \u00e9tico, a dissemina\u00e7\u00e3o de desinforma\u00e7\u00e3o tamb\u00e9m \u00e9 preocupante. A IA pode ser usada para gerar conte\u00fado falso, como deep fakes, que t\u00eam o potencial de causar danos substanciais \u00e0 reputa\u00e7\u00e3o e \u00e0 confian\u00e7a p\u00fablica. Amea\u00e7as \u00e0 privacidade tamb\u00e9m s\u00e3o potencializadas pela capacidade da IA de analisar e processar dados pessoais sens\u00edveis em grande escala.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Arial',sans-serif;\">A implementa\u00e7\u00e3o de diretrizes \u00e9ticas, frameworks de seguran\u00e7a e maior \u00eanfase na explicabilidade da IA (XAI) s\u00e3o cruciais para lidar com essas implica\u00e7\u00f5es de maneira eficaz.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Arial',sans-serif;\">Para proteger os sistemas de IA contra manipula\u00e7\u00e3o de dados, \u00e9 essencial adotar pr\u00e1ticas robustas de seguran\u00e7a da informa\u00e7\u00e3o. Estrat\u00e9gias como o fortalecimento dos modelos, a valida\u00e7\u00e3o e a limpeza de dados, a detec\u00e7\u00e3o de anomalias e o monitoramento cont\u00ednuo s\u00e3o importantes para proteger os modelos de IA contra ataques de advers\u00e1rios. Al\u00e9m disso, a ado\u00e7\u00e3o de t\u00e9cnicas de criptografia, privacidade diferencial e gerenciamento adequado de configura\u00e7\u00e3o e vers\u00e3o do modelo contribuem para mitigar os riscos de seguran\u00e7a.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Arial',sans-serif;\">A capacidade de an\u00e1lise de dados em larga escala, a precis\u00e3o na personaliza\u00e7\u00e3o, a reidentifica\u00e7\u00e3o de dados anonimizados e as decis\u00f5es automatizadas representam desafios adicionais para a privacidade dos indiv\u00edduos. A mitiga\u00e7\u00e3o desses riscos requer uma abordagem hol\u00edstica que inclua medidas t\u00e9cnicas, regulat\u00f3rias e de conscientiza\u00e7\u00e3o.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-family: 'Arial',sans-serif;\">Portanto, o uso respons\u00e1vel da IA requer uma compreens\u00e3o clara dos riscos e desafios associados, juntamente com a implementa\u00e7\u00e3o de medidas de seguran\u00e7a e \u00e9tica adequadas em todas as fases do desenvolvimento e implanta\u00e7\u00e3o. Essa abordagem \u00e9 fundamental para garantir que ela beneficie a sociedade de maneira segura, justa e \u00e9tica.<\/span><\/p>\n<p style=\"text-align: justify;\"><em><span style=\"font-family: 'Arial',sans-serif;\">*Wesney Silva \u00e9 head of Cyber Security da NAVA Technology for Business<\/span><\/em><\/p>\n<p><strong>RPMA Comunica\u00e7\u00e3o<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Uma recente pesquisa da Bain &amp; Company sobre aplica\u00e7\u00e3o da intelig\u00eancia artificial (IA) nas empresas brasileiras mostra um avan\u00e7o acelerado da tecnologia no pa\u00eds. O levantamento, realizado com cerca de 120 executivos brasileiros C-Level, indica que 58% dos entrevistados consideram a IA uma das cinco maiores prioridades estrat\u00e9gicas da sua companhia. O indicador n\u00e3o fica [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":52162,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[203],"tags":[1334,4178,10264],"class_list":["post-52161","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artigo","tag-inteligencia-artificial","tag-preocupacoes","tag-processar-volumes"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Quais s\u00e3o as preocupa\u00e7\u00f5es com a Intelig\u00eancia Artificial? | Revista Insurance Corp | PT-BR<\/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:\/\/insurancecorp.com.br\/pt\/2024\/03\/12\/quais-sao-as-preocupacoes-com-a-inteligencia-artificial\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Quais s\u00e3o as preocupa\u00e7\u00f5es com a Intelig\u00eancia Artificial? | Revista Insurance Corp | PT-BR\" \/>\n<meta property=\"og:description\" content=\"Uma recente pesquisa da Bain &amp; Company sobre aplica\u00e7\u00e3o da intelig\u00eancia artificial (IA) nas empresas brasileiras mostra um avan\u00e7o acelerado da tecnologia no pa\u00eds. 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