{"id":10522,"date":"2025-12-02T15:29:26","date_gmt":"2025-12-02T14:29:26","guid":{"rendered":"https:\/\/sellaresga.com\/?p=10522"},"modified":"2025-12-02T15:29:29","modified_gmt":"2025-12-02T14:29:29","slug":"les-implicacions-de-la-intelligencia-artificial-en-la-proteccio-de-dades","status":"publish","type":"post","link":"https:\/\/sellaresga.com\/ca\/les-implicacions-de-la-intelligencia-artificial-en-la-proteccio-de-dades\/","title":{"rendered":"Les implicacions de la intel\u00b7lig\u00e8ncia artificial en la protecci\u00f3 de dades"},"content":{"rendered":"\n

En els darrers mesos hem patit un veritable auge de la Intel\u00b7lig\u00e8ncia Artificial (IA), on una gran quantitat de programes utilitzen aquesta tecnologia com a car\u00e0cter diferenciador. I \u00e9s que la IA ja no \u00e9s una idea futurista, sin\u00f3 que actualment est\u00e0 present en nombrosos serveis, com assistents virtuals, eines de segmentaci\u00f3 de clients, selecci\u00f3 de personal, etc. Els sistemes d\u2019IA, en basar-se en dades, generen riscos que compliquen l’aplicaci\u00f3 dels principis tradicionals del RGPD:<\/p>\n\n\n\n

Minimitzaci\u00f3 i Limitaci\u00f3 de la Finalitat<\/strong><\/p>\n\n\n\n

Recopilaci\u00f3 massiva de dades: Els models d’IA (especialment els basats en machine learning) requereixen grans volums de dades per optimitzar-ne el rendiment, fet que xoca amb el principi de minimitzaci\u00f3 del RGPD (nom\u00e9s tractar les dades estrictament necess\u00e0ries).<\/p>\n\n\n\n

Finalitat Indeterminada: L’entrenament dels models d’IA sovint utilitza dades per a finalitats que no s\u00f3n expl\u00edcites o que evolucionen amb el temps, dificultant el compliment de la limitaci\u00f3 de la finalitat definida a l’inici del tractament.<\/p>\n\n\n\n

<\/p>\n\n\n\n

Transpar\u00e8ncia i Explicabilitat (Explainability)<\/strong><\/p>\n\n\n\n

Opacitat Algor\u00edtmica (Black Box): Molts sistemes d’IA, especialment les xarxes neuronals profundes, s\u00f3n tan complexos que resulta dif\u00edcil explicar a una persona com es van utilitzar les seves dades per arribar a una decisi\u00f3 espec\u00edfica.<\/p>\n\n\n\n

Dret d\u2019Acc\u00e9s: Es complica el dret de l’interessat a saber exactament quines dades es van utilitzar, com van influir en la decisi\u00f3 automatitzada i a quines infer\u00e8ncies (perfils) va portar l’algorisme.<\/p>\n\n\n\n

<\/p>\n\n\n\n

Presa de Decisions Automatitzades i Biaixos<\/strong><\/p>\n\n\n\n

Decisions Sense Intervenci\u00f3 Humana: La IA es fa servir per prendre decisions (cr\u00e8dits, selecci\u00f3 de personal, preus) sense intervenci\u00f3 humana. El RGPD atorga a la persona interessada el dret a no ser objecte d’una decisi\u00f3 basada \u00fanicament en el tractament automatitzat si produeix efectes jur\u00eddics o l’afecta significativament.<\/p>\n\n\n\n

Biaixos i Discriminaci\u00f3: Si les dades utilitzades per entrenar la IA s\u00f3n parcials o reflecteixen biaixos hist\u00f2rics, el resultat algor\u00edtmic perpetuar\u00e0 i amplificar\u00e0 la discriminaci\u00f3, vulnerant els drets fonamentals de les persones.<\/p>\n\n\n\n

Per mitigar aquests desafiaments, el RGPD for\u00e7a les empreses a adoptar mesures de responsabilitat proactiva (accountability) en el disseny de la IA:<\/p>\n\n\n\n

Privadesa per Disseny i per Defecte (Privacy by Design)<\/p>\n\n\n\n

Integraci\u00f3 Inicial: La protecci\u00f3 de dades ha de ser una consideraci\u00f3 essencial des del disseny i no un afegit d’\u00faltima hora. Aix\u00f2 implica fer servir t\u00e8cniques com el xifratge, la pseudonimitzaci\u00f3 o l\u2019anonimitzaci\u00f3 de les dades abans d’entrenar els models.<\/p>\n\n\n\n

Dades Sint\u00e8tiques: Utilitzar dades artificials que reflecteixen les propietats estad\u00edstiques de les dades reals, per\u00f2 sense contenir informaci\u00f3 personal identificable.<\/p>\n\n\n\n

<\/p>\n\n\n\n

Avaluacions d\u2019Impacte (EIPD) com a obligaci\u00f3 essencial<\/strong><\/p>\n\n\n\n

La llei exigeix realitzar una Avaluaci\u00f3 d’Impacte en la Protecci\u00f3 de Dades (EIPD) abans d’implementar qualsevol sistema d’IA que pugui generar un alt risc per als drets i llibertats de les persones. \u00c9s una eina clau per identificar i documentar els riscos.<\/p>\n\n\n\n

<\/p>\n\n\n\n

Resposta a Incidents i Ciberseguretat<\/strong><\/p>\n\n\n\n

La IA, en gestionar grans volums de dades, augmenta el potencial de dany en cas de bretxa de seguretat. Les empreses han d’enfortir els seus protocols de ciberseguretat per protegir els datasets i comptar amb plans de notificaci\u00f3 de bretxes en menys de 72 hores.<\/p>\n\n\n\n

<\/p>\n\n\n\n

Col\u00b7laboraci\u00f3 amb el DPO<\/strong><\/p>\n\n\n\n

La figura del Delegat de Protecci\u00f3 de Dades (DPO) esdev\u00e9 essencial, ja que ha d’assessorar sobre els riscos de privadesa inherents al disseny i desplegament dels sistemes d’IA, actuant com un consultor clau en la presa de decisions.<\/p>\n\n\n\n

<\/p>\n\n\n\n

Responsabilitat en l\u2019\u00fas de la IA<\/strong><\/p>\n\n\n\n

En cas d’incompliment de la normativa de protecci\u00f3 de dades, la responsabilitat recau en aquells que decideixen implementar IA en els seus processos; aix\u00f2 \u00e9s, l’empresa que decideix contractar un software que utilitza IA. No n’hi ha prou amb confiar en prove\u00efdors o en el propi software; \u00e9s necessari que el responsable del tractament dugui a terme una an\u00e0lisi que garanteixi el compliment dels principis del RGPD i la proporcionalitat del tractament de les dades.<\/p>\n\n\n\n

Per aquest motiu, us recomanem que, abans d’implantar qualsevol sistema o aplicaci\u00f3 d’IA a la vostra empresa, contacteu amb nosaltres per tal de verificar-ne l’abast i les implicacions jur\u00eddiques en mat\u00e8ria de protecci\u00f3 de dades.<\/p>\n\n\n\n

Aquesta an\u00e0lisis pr\u00e8via ens permetr\u00e0 determinar si \u00e9s necess\u00e0ria la realitzaci\u00f3 d\u2019una avaluaci\u00f3 d\u2019impacte relativa a la protecci\u00f3 e dades, o si, per contra, el tractament pot ajustar-se als principis de protecci\u00f3 de dades sense requerir una auditoria pr\u00e8via.<\/p>\n\n\n\n

Com sempre, ens posem a la vostra disposici\u00f3 per a qualsevol dubte o consulta que pugui sorgir en relaci\u00f3 amb aquest \u00e0mbit.<\/p>\n\n\n\n

Equip de Protecci\u00f3 de Dades \u2013 Sellar\u00e8s Assessors<\/strong><\/p>\n\n\n\n

lopd@sellaresga.com<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"

En els darrers mesos hem patit un veritable auge de la Intel\u00b7lig\u00e8ncia Artificial (IA), on una gran quantitat de programes utilitzen aquesta tecnologia com a car\u00e0cter diferenciador. I \u00e9s que la IA ja no \u00e9s una idea futurista, sin\u00f3 que actualment est\u00e0 present en nombrosos serveis, com assistents virtuals, eines de segmentaci\u00f3 de clients, selecci\u00f3 […]<\/p>\n","protected":false},"author":4,"featured_media":10523,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"","ocean_second_sidebar":"","ocean_disable_margins":"enable","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"","ocean_custom_header_template":"","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"","ocean_menu_typo_font_family":"","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"","ocean_post_oembed":"","ocean_post_self_hosted_media":"","ocean_post_video_embed":"","ocean_link_format":"","ocean_link_format_target":"self","ocean_quote_format":"","ocean_quote_format_link":"post","ocean_gallery_link_images":"on","ocean_gallery_id":[],"footnotes":""},"categories":[178],"tags":[489,486,485,488,181,487],"class_list":["post-10522","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-informacio-ca","tag-ia","tag-iteligenciaartificial","tag-protecciodades","tag-rgpd","tag-sellares-3","tag-serveis","entry","has-media"],"acf":[],"yoast_head":"\nLes implicacions de la intel\u00b7lig\u00e8ncia artificial en la protecci\u00f3 de dades - Sellar\u00e8s Assessors<\/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:\/\/sellaresga.com\/ca\/les-implicacions-de-la-intelligencia-artificial-en-la-proteccio-de-dades\/\" \/>\n<meta property=\"og:locale\" content=\"ca_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Les implicacions de la intel\u00b7lig\u00e8ncia artificial en la protecci\u00f3 de dades - Sellar\u00e8s Assessors\" \/>\n<meta property=\"og:description\" content=\"En els darrers mesos hem patit un veritable auge de la Intel\u00b7lig\u00e8ncia Artificial (IA), on una gran quantitat de programes utilitzen aquesta tecnologia com a car\u00e0cter diferenciador. 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