{"id":8019,"date":"2023-12-05T15:15:58","date_gmt":"2023-12-05T15:15:58","guid":{"rendered":"https:\/\/dailyai.com\/?p=8019"},"modified":"2023-12-05T15:15:58","modified_gmt":"2023-12-05T15:15:58","slug":"api-tokens-exposed-on-huggingface-and-github-a-huge-risk","status":"publish","type":"post","link":"https:\/\/dailyai.com\/pt\/2023\/12\/api-tokens-exposed-on-huggingface-and-github-a-huge-risk\/","title":{"rendered":"Os tokens API expostos no Huggingface e no GitHub constituem um enorme risco"},"content":{"rendered":"

A Lasso Security exp\u00f4s vulnerabilidades de seguran\u00e7a no HuggingFace e no GitHub depois de ter encontrado 1681 tokens de API expostos e codificados no c\u00f3digo armazenado nas plataformas.<\/strong><\/p>\n

HuggingFace e GitHub s\u00e3o dois dos reposit\u00f3rios mais populares onde os programadores podem fornecer acesso aos seus modelos e c\u00f3digo de IA. Pense neles como pastas na nuvem que s\u00e3o geridas pelas organiza\u00e7\u00f5es que os possuem.<\/p>\n

O HuggingFace e o GitHub facilitam a intera\u00e7\u00e3o dos utilizadores com centenas de milhares de modelos e conjuntos de dados de IA atrav\u00e9s de APIs. Tamb\u00e9m permite que as organiza\u00e7\u00f5es que possuem os modelos e conjuntos de dados utilizem o acesso \u00e0 API para ler, criar, modificar e eliminar reposit\u00f3rios ou ficheiros.<\/p>\n

As permiss\u00f5es associadas ao seu token API determinam o n\u00edvel de acesso que tem. La\u00e7o encontrado<\/a> que, com um pouco de investiga\u00e7\u00e3o, conseguiram encontrar muitos tokens em c\u00f3digo armazenado em reposit\u00f3rios nas plataformas.<\/p>\n

Dos 1681 tokens v\u00e1lidos que encontraram, 655 tokens de utilizadores tinham permiss\u00f5es de escrita, 77 dos quais tinham permiss\u00f5es totais de conta.<\/p>\n

Porque \u00e9 que isto \u00e9 importante?<\/h2>\n

Pense num token de API como uma chave para a sua porta da frente. Pode ser conveniente deixar a chave debaixo do capacho, mas se algu\u00e9m a encontrar, ter\u00e1 acesso \u00e0 sua casa.<\/p>\n

Quando os programadores escrevem uma parte do c\u00f3digo que precisa de interagir com o seu modelo de IA ou conjunto de dados, por vezes tornam-se um pouco pregui\u00e7osos. Podem codificar os tokens no seu c\u00f3digo em vez de utilizarem formas mais seguras de os gerir.<\/p>\n

\"\"
Um token de API codificado no c\u00f3digo. Fonte: Lasso Security<\/figcaption><\/figure>\n

Alguns dos tokens que o Lasso encontrou davam-lhes permiss\u00f5es completas de leitura e escrita na base de dados do Meta Lhama 2<\/a>, BigScience Workshop e EleutherAI. Todas estas organiza\u00e7\u00f5es t\u00eam modelos de IA que foram descarregados milh\u00f5es de vezes.<\/p>\n

Se os Lasso fossem os maus da fita, poderiam ter modificado os modelos ou conjuntos de dados nos reposit\u00f3rios expostos. Imaginem se algu\u00e9m adicionasse algum c\u00f3digo furtivo ao reposit\u00f3rio Meta e depois fizesse com que milh\u00f5es de pessoas o descarregassem.<\/p>\n

Quando a Meta, a Google, a Microsoft e outras empresas souberam dos tokens de API expostos, revogaram-nos rapidamente.<\/p>\n

O roubo de modelos, o envenenamento de dados de treino e a combina\u00e7\u00e3o de conjuntos de dados de terceiros e modelos pr\u00e9-treinados s\u00e3o todos grandes riscos para as empresas de IA. Os programadores que deixam casualmente os tokens de API expostos no c\u00f3digo s\u00f3 facilitam a sua explora\u00e7\u00e3o por parte dos maus actores.<\/p>\n

\u00c9 de perguntar se os engenheiros da Lasso foram os primeiros a descobrir estas vulnerabilidades.<\/p>\n

Se cibercriminosos<\/a> se encontrassem estas fichas, teriam certamente feito muito pouco barulho enquanto abriam a porta da frente.<\/p>","protected":false},"excerpt":{"rendered":"

A Lasso Security exp\u00f4s vulnerabilidades de seguran\u00e7a no HuggingFace e no GitHub depois de encontrar 1681 tokens de API expostos e codificados no c\u00f3digo armazenado nas plataformas. HuggingFace e GitHub s\u00e3o dois dos reposit\u00f3rios mais populares onde os programadores podem fornecer acesso aos seus modelos e c\u00f3digo de IA. Pense neles como pastas na nuvem que s\u00e3o geridas pelas organiza\u00e7\u00f5es que os possuem. O HuggingFace e o GitHub facilitam a intera\u00e7\u00e3o dos utilizadores com centenas de milhares de modelos e conjuntos de dados de IA atrav\u00e9s de APIs. Tamb\u00e9m permite que as organiza\u00e7\u00f5es que possuem os modelos e conjuntos de dados utilizem o acesso \u00e0 API para ler, criar, modificar,<\/p>","protected":false},"author":6,"featured_media":8022,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[163,118],"class_list":["post-8019","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-ai-risks","tag-llms"],"yoast_head":"\nAPI tokens exposed on Huggingface and GitHub a huge risk | DailyAI<\/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:\/\/dailyai.com\/pt\/2023\/12\/api-tokens-exposed-on-huggingface-and-github-a-huge-risk\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"API tokens exposed on Huggingface and GitHub a huge risk | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Lasso Security exposed security vulnerabilities on HuggingFace and GitHub after finding 1681 exposed API tokens hardcoded into code stored on the platforms. 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