{"id":19295,"date":"2026-08-28T12:17:52","date_gmt":"2026-08-28T10:17:52","guid":{"rendered":"https:\/\/www.quobis.com\/?p=19295"},"modified":"2026-09-02T12:46:06","modified_gmt":"2026-09-02T10:46:06","slug":"cierre-del-proyecto-calltrust-dataspace-cooperacion-telcos-fraude-telefonico","status":"publish","type":"post","link":"https:\/\/www.quobis.com\/es\/2026\/08\/28\/cierre-del-proyecto-calltrust-dataspace-cooperacion-telcos-fraude-telefonico\/","title":{"rendered":"Cierre del proyecto CallTrust DataSpace: Cooperaci\u00f3n entre telcos para frenar el fraude y recuperar la confianza en las llamadas"},"content":{"rendered":"\n<h2 id=\"h-finaliza-el-proyecto-calltrust-dataspace-un-espacio-soberano-de-datos-donde-las-telcos-colaboran-con-ia-para-frenar-el-spam-robocalls-y-el-spoofing\" class=\"wp-block-heading\">Finaliza el proyecto CallTrust DataSpace: un espacio soberano de datos donde las telcos colaboran con IA para frenar el spam, robocalls y el spoofing.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">El <a href=\"https:\/\/www.quobis.com\/es\/re-trust-in-telecommunications-manifiesto\/\" data-type=\"page\" data-id=\"17879\">canal telef\u00f3nico tradicional atraviesa una crisis de credibilidad sin precedentes<\/a>. La proliferaci\u00f3n de estafas cada vez m\u00e1s sofisticadas, la suplantaci\u00f3n de identidad (spoofing) y las llamadas masivas no deseadas (spam y robocalls) han mermado la confianza de los usuarios, quienes sistem\u00e1ticamente evitan responder a n\u00fameros desconocidos.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Frente a esta amenaza global, <a href=\"https:\/\/www.quobis.com\/es\/2026\/03\/03\/calltrust-dataspace-el-auge-de-trust-frameworks-colaborativos-frente-a-la-amenaza-global-del-fraude-en-telecomunicaciones\/\">la actuaci\u00f3n individual e aislada de las compa\u00f1\u00edas telef\u00f3nicas resulta insuficiente<\/a>, ya que cada operador solo cuenta con la visi\u00f3n parcial del tr\u00e1fico que circula por sus propias redes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bajo la premisa de que la transmisi\u00f3n e intercambio seguro de informaci\u00f3n entre operadoras es la \u00fanica v\u00eda efectiva contra el fraude, ha concluido con \u00e9xito el proyecto <a href=\"https:\/\/www.quobis.com\/es\/proyectos-de-innovacion\/call-trust\/\" data-type=\"page\" data-id=\"15818\">CallTrust DataSpace<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Iniciativa financiada por la Uni\u00f3n Europea (NextGenerationEU) en el marco del Plan de Recuperaci\u00f3n, Transformaci\u00f3n y Resiliencia (PRTR) \u2014a trav\u00e9s de la convocatoria de la Secretar\u00eda de Estado de Digitalizaci\u00f3n e Inteligencia Artificial (SEDIA), expediente TSI-100123-2024-0103\u2014, <strong>el proyecto complet\u00f3 con \u00e9xito sus fases t\u00e9cnicas, de validaci\u00f3n y de pilotaje.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A continuaci\u00f3n, analizamos los 5 hitos clave que consolidan a CallTrust DataSpace como la primera infraestructura europea que permite a las telcos compartir inteligencia sobre la reputaci\u00f3n de las llamadas con total soberan\u00eda y garantizando la privacidad de los datos.<\/p>\n\n\n<style>.kb-row-layout-id19295_9f225f-94 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id19295_9f225f-94 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id19295_9f225f-94 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id19295_9f225f-94 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id19295_9f225f-94 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id19295_9f225f-94 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id19295_9f225f-94 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-row kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column19295_d958c2-d1 > .kt-inside-inner-col,.kadence-column19295_d958c2-d1 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column19295_d958c2-d1 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column19295_d958c2-d1 > .kt-inside-inner-col{flex-direction:column;}.kadence-column19295_d958c2-d1 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column19295_d958c2-d1 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column19295_d958c2-d1{position:relative;}@media all and (max-width: 1024px){.kadence-column19295_d958c2-d1 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column19295_d958c2-d1 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column19295_d958c2-d1\"><div class=\"kt-inside-inner-col\">\n<h2 id=\"h-1-infraestructura-cloud-native-robusta-escalable-y-optimizada\" class=\"wp-block-heading\">1. Infraestructura Cloud-Native robusta, escalable y optimizada<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">El despliegue del entorno base de la plataforma Wisephere se ejecut\u00f3 de forma \u00f3ptima sobre infraestructura nube comercial ubicada en regiones del territorio europeo (Irlanda), empleando metodolog\u00edas modernas que garantizan la alta disponibilidad y la reproducibilidad total de la arquitectura:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Infraestructura como C\u00f3digo (IaC):<\/strong> Automatizaci\u00f3n completa del aprovisionamiento utilizando OpenTofu\/Terraform y manifiestos Helm Charts versionados, lo que permite replicar la infraestructura de forma agn\u00f3stica en cualquier entorno de computaci\u00f3n.<\/li>\n\n\n\n<li><strong>Orquestaci\u00f3n y GitOps:<\/strong> Despliegue en contenedores Kubernetes administrados mediante Argo CD para asegurar la entrega continua de microservicios y mantener los cl\u00fasteres perfectamente sincronizados.<\/li>\n\n\n\n<li><strong>Optimizaci\u00f3n de Costes y Autoescalado:<\/strong> Integraci\u00f3n de KEDA para el escalado din\u00e1mico de pods seg\u00fan la carga de trabajo en tiempo real, junto con la automatizaci\u00f3n de apagados programados para evitar consumos superfluos en horarios no productivos.<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n<style>.kadence-column19295_7ece07-0a > .kt-inside-inner-col,.kadence-column19295_7ece07-0a > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column19295_7ece07-0a > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column19295_7ece07-0a > .kt-inside-inner-col{flex-direction:column;}.kadence-column19295_7ece07-0a > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column19295_7ece07-0a > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column19295_7ece07-0a{position:relative;}@media all and (max-width: 1024px){.kadence-column19295_7ece07-0a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column19295_7ece07-0a > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column19295_7ece07-0a\"><div class=\"kt-inside-inner-col\">\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1788341664254\"><strong class=\"schema-faq-question\"><strong>\u00bfEs compatible el uso de proveedores de nube comercial con la soberan\u00eda de datos europea?<\/strong><\/strong> <p class=\"schema-faq-answer\">S\u00ed. En CallTrust DataSpace, la infraestructura nube comercial en territorio europeo act\u00faa estrictamente como una capa de c\u00f3mputo y almacenamiento seguro. La soberan\u00eda legal, t\u00e9cnica y funcional no se delega en el proveedor; se garantiza mediante el cifrado de datos, el control exclusivo de claves criptogr\u00e1ficas por parte de los participantes (a trav\u00e9s de OpenBao) y la aplicaci\u00f3n de pol\u00edticas de uso mediante conectores de c\u00f3digo abierto Eclipse Dataspace Components (EDC).<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1788341975143\"><strong class=\"schema-faq-question\"><strong>\u00bfC\u00f3mo se gestiona el autoescalado cuando ocurre un pico repentino de tr\u00e1fico de spam o llamadas no deseadas?<\/strong><\/strong> <p class=\"schema-faq-answer\">El sistema utiliza KEDA (<em>Kubernetes Event-driven Autoscaling<\/em>), lo que permite escalar los contenedores en tiempo real en funci\u00f3n del volumen de eventos o m\u00e9tricas de negocio entrantes, garantizando el procesamiento sin degradar la latencia.<\/p> <\/div> <\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id19295_90709c-e6 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id19295_90709c-e6 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id19295_90709c-e6 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id19295_90709c-e6 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id19295_90709c-e6 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id19295_90709c-e6 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id19295_90709c-e6 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-row kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column19295_3346ed-c7 > .kt-inside-inner-col,.kadence-column19295_3346ed-c7 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column19295_3346ed-c7 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column19295_3346ed-c7 > .kt-inside-inner-col{flex-direction:column;}.kadence-column19295_3346ed-c7 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column19295_3346ed-c7 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column19295_3346ed-c7{position:relative;}@media all and (max-width: 1024px){.kadence-column19295_3346ed-c7 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column19295_3346ed-c7 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column19295_3346ed-c7\"><div class=\"kt-inside-inner-col\">\n<h2 id=\"h-2-identidad-soberana-ssi-y-garantia-legal-eidas2-para-operadores\" class=\"wp-block-heading\">2. Identidad Soberana (SSI) y Garant\u00eda Legal eIDAS2 para Operadores<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Para asegurar un ecosistema descentralizado donde cada operadora participante mantenga el control absoluto sobre su informaci\u00f3n, la arquitectura integra una capa avanzada de identidad:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Identificadores Descentralizados (DIDs):<\/strong> Modelo <em>Zero-Trust<\/em> basado en DIDs (<code>did:web<\/code>) y <em>wallets<\/em> digitales para la autenticaci\u00f3n y emisi\u00f3n de Credenciales Verificables (VC).<\/li>\n\n\n\n<li><strong>Gobernanza de Claves:<\/strong> Uso de OpenBao\/Vault para el almacenamiento criptogr\u00e1fico seguro y rotaci\u00f3n autom\u00e1tica de claves el\u00edpticas Ed25519 cada 720 horas.<\/li>\n\n\n\n<li><strong>Integraci\u00f3n eIDAS DSS:<\/strong> Firma electr\u00f3nica de los contratos de adhesi\u00f3n de las telcos validada contra las Listas Maestras de Confianza (LOTL) de la UE, junto con verificaci\u00f3n as\u00edncrona mediante el protocolo OCSP y listas de revocaci\u00f3n CRL.<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n<style>.kadence-column19295_3c2c59-61 > .kt-inside-inner-col,.kadence-column19295_3c2c59-61 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column19295_3c2c59-61 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column19295_3c2c59-61 > .kt-inside-inner-col{flex-direction:column;}.kadence-column19295_3c2c59-61 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column19295_3c2c59-61 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column19295_3c2c59-61{position:relative;}@media all and (max-width: 1024px){.kadence-column19295_3c2c59-61 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column19295_3c2c59-61 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column19295_3c2c59-61\"><div class=\"kt-inside-inner-col\">\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1788341664254\"><strong class=\"schema-faq-question\"><strong><strong>\u00bfPor qu\u00e9 se utilizan Identificadores Descentralizados (DIDs) en lugar de un registro centralizado de usuarios?<\/strong><\/strong><\/strong> <p class=\"schema-faq-answer\">Los DIDs evitan que exista una autoridad central que controle qui\u00e9n accede al ecosistema. Permiten a cada operadora identificarse, autenticarse y emitir Credenciales Verificables (<em>VCs<\/em>) de manera aut\u00f3noma, asegurando una arquitectura <em>Zero-Trust<\/em>.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1788342017802\"><strong class=\"schema-faq-question\"><strong>\u00bfC\u00f3mo garantiza el sistema la validez legal de las firmas de adhesi\u00f3n al espacio de datos?<\/strong><\/strong> <p class=\"schema-faq-answer\">A trav\u00e9s del servicio eIDAS DSS, que valida electr\u00f3nicamente los contratos frente a las Listas Maestras de Confianza (LOTL) de la Uni\u00f3n Europea y verifica en tiempo real su estado de revocaci\u00f3n mediante protocolos OCSP y listas CRL.<\/p> <\/div> <\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id19295_b1818e-94 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id19295_b1818e-94 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id19295_b1818e-94 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id19295_b1818e-94 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id19295_b1818e-94 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id19295_b1818e-94 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id19295_b1818e-94 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-row kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column19295_931edc-06 > .kt-inside-inner-col,.kadence-column19295_931edc-06 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column19295_931edc-06 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column19295_931edc-06 > .kt-inside-inner-col{flex-direction:column;}.kadence-column19295_931edc-06 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column19295_931edc-06 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column19295_931edc-06{position:relative;}@media all and (max-width: 1024px){.kadence-column19295_931edc-06 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column19295_931edc-06 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column19295_931edc-06\"><div class=\"kt-inside-inner-col\">\n<h2 id=\"h-3-interoperabilidad-semantica-y-comparticion-soberana-entre-telcos-edc\" class=\"wp-block-heading\">3. Interoperabilidad Sem\u00e1ntica y Compartici\u00f3n Soberana entre Telcos (EDC)<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">CallTrust DataSpace elimina las barreras t\u00e9cnicas para interconectar las redes heterog\u00e9neas de las operadoras sin que estas pierdan la propiedad de sus datos:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Est\u00e1ndares Europeos:<\/strong> Integraci\u00f3n del conector Eclipse Dataspace Components (EDC v0.15.1) bajo el <em>Dataspace Protocol<\/em> (DSP), pilar de las iniciativas Gaia-X y SIMPL.<\/li>\n\n\n\n<li><strong>Cat\u00e1logo Com\u00fan:<\/strong> Modelo sem\u00e1ntico com\u00fan en JSON-LD y vocabulario W3C DCAT-AP para la indexaci\u00f3n y b\u00fasqueda descentralizada de ofertas de datos mediante un <em>crawler<\/em> autom\u00e1tico.<\/li>\n\n\n\n<li><strong>Pol\u00edticas de Uso Din\u00e1micas (ODRL):<\/strong> Reglas de acceso estrictas por \u00e1mbito espacial, temporal y de prop\u00f3sito (por ejemplo, autorizar el uso de datos de llamada exclusivamente para la detecci\u00f3n de <em>spam<\/em>), apoyadas en la extensi\u00f3n <em>Dynamic Claims Extension<\/em> desarrollada por el ITI.<\/li>\n\n\n\n<li><strong>Matriz de Transferencias:<\/strong> Flujos de intercambio PUSH y PULL validados con conectores EDC sobre HTTP, almacenamiento MinIO S3 y <em>streaming<\/em> seguro mediante Apache Kafka.<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n<style>.kadence-column19295_f7615f-12 > .kt-inside-inner-col,.kadence-column19295_f7615f-12 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column19295_f7615f-12 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column19295_f7615f-12 > .kt-inside-inner-col{flex-direction:column;}.kadence-column19295_f7615f-12 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column19295_f7615f-12 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column19295_f7615f-12{position:relative;}@media all and (max-width: 1024px){.kadence-column19295_f7615f-12 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column19295_f7615f-12 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column19295_f7615f-12\"><div class=\"kt-inside-inner-col\">\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1788341664254\"><strong class=\"schema-faq-question\"><strong><strong><strong><strong>\u00bfLas operadoras tienen que adaptar sus bases de datos a un formato \u00fanico para participar?<\/strong><\/strong><\/strong><\/strong><\/strong> <p class=\"schema-faq-answer\">No es necesario cambiar las bases de datos de origen. El espacio de datos utiliza un conector EDC (Eclipse Dataspace Components) y un modelo sem\u00e1ntico com\u00fan en JSON-LD que act\u00faa como capa intermedia, traduciendo los datos de cada telco al vocabulario est\u00e1ndar W3C DCAT-AP.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1788342017802\"><strong class=\"schema-faq-question\"><strong><strong><strong>\u00bfPuede una telco limitar con qui\u00e9n comparte su informaci\u00f3n dentro del espacio de datos?<\/strong><\/strong><\/strong><\/strong> <p class=\"schema-faq-answer\">S\u00ed. Mediante pol\u00edticas ODRL (<em>Open Digital Rights Language<\/em>), cada operadora establece reglas din\u00e1micas para definir qui\u00e9n puede consumir sus datos, durante cu\u00e1nto tiempo, en qu\u00e9 regiones y para qu\u00e9 fin exclusivo (por ejemplo, investigaci\u00f3n de fraude).<\/p> <\/div> <\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id19295_251e81-c4 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id19295_251e81-c4 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id19295_251e81-c4 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id19295_251e81-c4 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id19295_251e81-c4 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id19295_251e81-c4 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id19295_251e81-c4 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-row kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column19295_4f2597-8f > .kt-inside-inner-col,.kadence-column19295_4f2597-8f > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column19295_4f2597-8f > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column19295_4f2597-8f > .kt-inside-inner-col{flex-direction:column;}.kadence-column19295_4f2597-8f > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column19295_4f2597-8f > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column19295_4f2597-8f{position:relative;}@media all and (max-width: 1024px){.kadence-column19295_4f2597-8f > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column19295_4f2597-8f > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column19295_4f2597-8f\"><div class=\"kt-inside-inner-col\">\n<h2 id=\"h-4-inteligencia-artificial-para-la-deteccion-de-fraude-en-tiempo-real\" class=\"wp-block-heading\">4. Inteligencia Artificial para la detecci\u00f3n de fraude en tiempo real<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">El pipeline anal\u00edtico procesa la informaci\u00f3n agregada de las llamadas protegiendo la confidencialidad de las redes participantes y la privacidad de los usuarios:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Minimizaci\u00f3n de Datos:<\/strong> Capacidad de detectar amenazas sin necesidad de que las telcos compartan los Registros de Detalles de Llamadas (CDRs) en crudo, utilizando un modelo can\u00f3nico que homogeneiza los datos ingeridos.<\/li>\n\n\n\n<li><strong>Pipeline de Machine Learning:<\/strong> Reglas anal\u00edticas de negocio (detecci\u00f3n de r\u00e1fagas, llamadas ultracortas o desv\u00edos internacionales sospechosos) combinadas con el modelo no supervisado <em>Isolation Forest<\/em> para identificar anomal\u00edas.<\/li>\n\n\n\n<li><strong>Retroalimentaci\u00f3n Operativa:<\/strong> Bucles de aprendizaje continuo basados en las banderas de revisi\u00f3n de los analistas de fraude de las operadoras y el an\u00e1lisis de reincidencia a 90 d\u00edas.<\/li>\n\n\n\n<li><strong>Resultados de Impacto:<\/strong> Las pruebas de validaci\u00f3n sobre tr\u00e1fico real confirmaron la alta tasa de precisi\u00f3n del pipeline anal\u00edtico. El modelo fue capaz de filtrar el 95% del tr\u00e1fico leg\u00edtimo sin generar falsos positivos, aislando de forma quir\u00fargica el 5,7% de numeraciones con patrones an\u00f3malos de alto riesgo (barridos secuenciales y r\u00e1fagas de llamadas de ultracorta duraci\u00f3n). A cada una se le asign\u00f3 un perfil explicativo de riesgo (Critical, High, Medium, Low, Negligible), demostrando la capacidad del sistema para automatizar la detecci\u00f3n temprana y reducir dr\u00e1sticamente las horas de an\u00e1lisis manual de los equipos de antifraude.<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n<style>.kadence-column19295_a8bae3-44 > .kt-inside-inner-col,.kadence-column19295_a8bae3-44 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column19295_a8bae3-44 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column19295_a8bae3-44 > .kt-inside-inner-col{flex-direction:column;}.kadence-column19295_a8bae3-44 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column19295_a8bae3-44 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column19295_a8bae3-44{position:relative;}@media all and (max-width: 1024px){.kadence-column19295_a8bae3-44 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column19295_a8bae3-44 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column19295_a8bae3-44\"><div class=\"kt-inside-inner-col\">\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1788341664254\"><strong class=\"schema-faq-question\"><strong><strong><strong><strong><strong>\u00bfEs necesario que las telcos compartan datos personales o el contenido de las llamadas para detectar el fraude?<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong> <p class=\"schema-faq-answer\">No. El pipeline anal\u00edtico opera bajo el principio de minimizaci\u00f3n de datos. No se analiza el audio ni se comparten los registros de llamadas (CDRs) en crudo, sino \u00fanicamente patrones m\u00e9tricos y variables de tr\u00e1fico homogeneizadas.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1788342017802\"><strong class=\"schema-faq-question\"><strong><strong><strong><strong>\u00bfC\u00f3mo evita el modelo de IA marcar n\u00fameros leg\u00edtimos como fraude (falsos positivos)?<\/strong><\/strong><\/strong><\/strong><\/strong> <p class=\"schema-faq-answer\">La plataforma combina algoritmos no supervisados (<em>Isolation Forest<\/em>) con bucles de retroalimentaci\u00f3n humana (<em>Human-in-the-Loop<\/em>). Las revisiones de los analistas de fraude y el seguimiento evolutivo a 90 d\u00edas refinan los algoritmos para minimizar el riesgo de bloqueos indebidos.<\/p> <\/div> <\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id19295_4fcf13-da > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id19295_4fcf13-da > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id19295_4fcf13-da > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id19295_4fcf13-da > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id19295_4fcf13-da > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id19295_4fcf13-da > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id19295_4fcf13-da alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-row kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column19295_858fb4-31 > .kt-inside-inner-col,.kadence-column19295_858fb4-31 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column19295_858fb4-31 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column19295_858fb4-31 > .kt-inside-inner-col{flex-direction:column;}.kadence-column19295_858fb4-31 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column19295_858fb4-31 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column19295_858fb4-31{position:relative;}@media all and (max-width: 1024px){.kadence-column19295_858fb4-31 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column19295_858fb4-31 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column19295_858fb4-31\"><div class=\"kt-inside-inner-col\">\n<h2 id=\"h-5-transferencia-de-conocimiento-y-capacitacion-practica\" class=\"wp-block-heading\">5. Transferencia de Conocimiento y Capacitaci\u00f3n Pr\u00e1ctica<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Entre mayo y junio de 2026, el equipo t\u00e9cnico de Quobis complet\u00f3 un programa de capacitaci\u00f3n estructurado en 5 sesiones de trabajo:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Conector EDC:<\/strong> Fundamentos para la compartici\u00f3n soberana de datos entre empresas bajo protocolos DSP y JSON-LD.<\/li>\n\n\n\n<li><strong>Plataforma e IA Integrada (AITANA):<\/strong> Experimentaci\u00f3n y ciclo de vida de modelos de Machine Learning en entornos Jupyter Notebooks.<\/li>\n\n\n\n<li><strong>Arquitectura Cloud:<\/strong> Operaci\u00f3n GitOps con Argo CD, escalado de pods y resoluci\u00f3n de incidencias.<\/li>\n\n\n\n<li><strong>Gobernanza:<\/strong> Definici\u00f3n de los <a href=\"https:\/\/www.quobis.com\/es\/2026\/06\/03\/calltrust-dataspace-gobierno-del-dato-en-los-espacios-compartidos-claves-y-roles-fundamentales\/\">roles internos (<em>Data Owner<\/em>, <em>Data Steward<\/em> y <em>Data Custodian<\/em>)<\/a> para que cada compa\u00f1\u00eda participante pueda gestionar la propiedad, la calidad y la custodia de sus propios activos de datos antes de publicarlos en el espacio compartido.<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n<style>.kadence-column19295_3dce34-9e > .kt-inside-inner-col,.kadence-column19295_3dce34-9e > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column19295_3dce34-9e > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column19295_3dce34-9e > .kt-inside-inner-col{flex-direction:column;}.kadence-column19295_3dce34-9e > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column19295_3dce34-9e > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column19295_3dce34-9e{position:relative;}@media all and (max-width: 1024px){.kadence-column19295_3dce34-9e > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column19295_3dce34-9e > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column19295_3dce34-9e\"><div class=\"kt-inside-inner-col\">\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1788341664254\"><strong class=\"schema-faq-question\"><strong><strong><strong><strong><strong><strong>\u00bfQui\u00e9n gestiona la gobernanza del espacio de datos y qu\u00e9 rol tiene cada operadora?<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong> <p class=\"schema-faq-answer\">La gobernanza del espacio de datos opera a dos niveles:<br><br><strong>Gobernanza Global:<\/strong> Definida por el marco del consorcio o la entidad gestora del espacio de datos, que establece las reglas comunes de adhesi\u00f3n, los est\u00e1ndares t\u00e9cnicos y las pol\u00edticas de uso.<br><br><strong>Gobernanza Interna de la Telco:<\/strong> Cada operadora asigna internamente los roles de Data Owner (negocio\/propiedad), Data Steward (calidad y significado sem\u00e1ntico) y Data Custodian (seguridad y tecnolog\u00eda) para garantizar un control total sobre qu\u00e9 activos propios se publican, bajo qu\u00e9 condiciones y qui\u00e9n autoriza su intercambio.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1788342017802\"><strong class=\"schema-faq-question\"><strong><strong><strong><strong><strong>\u00bfQu\u00e9 cualificaci\u00f3n t\u00e9cnica necesita una operadora para integrarse en CallTrust DataSpace?<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong> <p class=\"schema-faq-answer\">Tras el programa de capacitaci\u00f3n, se demostr\u00f3 que los equipos t\u00e9cnicos solo requieren conocimientos b\u00e1sicos de operaci\u00f3n en contenedores y despliegue de conectores EDC est\u00e1ndar, ya que la plataforma automatiza la complejidad del cifrado y el transporte.<\/p> <\/div> <\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id19295_ecc314-99 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id19295_ecc314-99 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id19295_ecc314-99 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id19295_ecc314-99 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id19295_ecc314-99 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id19295_ecc314-99 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id19295_ecc314-99 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-row kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column19295_42e19e-a8 > .kt-inside-inner-col,.kadence-column19295_42e19e-a8 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column19295_42e19e-a8 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column19295_42e19e-a8 > .kt-inside-inner-col{flex-direction:column;}.kadence-column19295_42e19e-a8 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column19295_42e19e-a8 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column19295_42e19e-a8{position:relative;}@media all and (max-width: 1024px){.kadence-column19295_42e19e-a8 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column19295_42e19e-a8 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column19295_42e19e-a8\"><div class=\"kt-inside-inner-col\">\n<h2 id=\"h-conclusion-inteligencia-colectiva-para-el-sector-de-las-telecomunicaciones\" class=\"wp-block-heading\">Conclusi\u00f3n: Inteligencia colectiva para el sector de las telecomunicaciones<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">El proyecto CallTrust DataSpace ha cumplido el 100% de sus objetivos t\u00e9cnicos, operativos y estrat\u00e9gicos. M\u00e1s all\u00e1 de un prototipo tecnol\u00f3gico, sienta las bases para un ecosistema de colaboraci\u00f3n donde las operadoras telef\u00f3nicas puedan actuar coordinadamente y con garant\u00edas de soberan\u00eda para erradicar el fraude en origen.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">El proyecto no solo ha dado lugar a un demostrador plenamente funcional de prevenci\u00f3n proactiva de fraude, sino que ha sido validado institucionalmente como\u00a0<strong>elegible para el Kit de Espacio de Datos de Espa\u00f1a<\/strong>\u00a0por parte del\u00a0<strong>Centro de Referencia de Espacios de Datos (CRED)<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">CallTrust no es un silo tecnol\u00f3gico aislado. Al alinearse con el Blueprint 1.0 del DSSC, los est\u00e1ndares de la International Data Spaces Association (IDSA), el Trust Framework de Gaia-X y los principios de datos\u00a0<strong>FAIR<\/strong>\u00a0(Findable, Accessible, Interoperable, Reusable), la infraestructura queda formalmente preparada para su\u00a0<strong>futura convergencia con los <\/strong><a href=\"https:\/\/www.quobis.com\/es\/2025\/08\/28\/calltrust-dataspace-espacios-de-datos-europeos\/\"><strong>Espacios Comunes Europeos de Datos<\/strong>\u00a0sectoriales y nacionales<\/a> (conforme al est\u00e1ndar espa\u00f1ol\u00a0<strong>UNE 0087:2025<\/strong>).<\/p>\n\n\n\n<h2 id=\"h-roadmap-estrategico-de-la-investigacion-a-la-sostenibilidad-de-mercado\" class=\"wp-block-heading\">Roadmap Estrat\u00e9gico: De la Investigaci\u00f3n a la Sostenibilidad de Mercado<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Tras la exitosa validaci\u00f3n t\u00e9cnica del proyecto, CallTrust sienta las bases para su evoluci\u00f3n hacia un modelo de mercado sostenible y alineado con los est\u00e1ndares europeos de gobernanza de datos (DGA). Esta nueva etapa busca consolidar una infraestructura neutra y transparente que permita la incorporaci\u00f3n progresiva de nuevos actores del ecosistema digital, garantizando siempre la separaci\u00f3n entre la gesti\u00f3n tecnol\u00f3gica y la propiedad de los datos.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">La propuesta de valor se extender\u00e1 m\u00e1s all\u00e1 del sector de las telecomunicaciones hacia mercados verticales como la banca, los contact centers y las utilities. Mediante un modelo din\u00e1mico de participaci\u00f3n que premie la aportaci\u00f3n de datos de calidad, estos sectores podr\u00e1n consultar en tiempo real la reputaci\u00f3n de numeraciones telef\u00f3nicas, protegiendo sus canales de atenci\u00f3n y validando transacciones cr\u00edticas de forma preventiva.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A futuro, la iniciativa contempla la interoperabilidad con otros espacios de datos europeos bajo marcos como Gaia-X e IDSA, as\u00ed como la habilitaci\u00f3n de interfaces API para facilitar el acceso a la inteligencia antifraude. De este modo, Quobis reafirma su compromiso de liderar soluciones de colaboraci\u00f3n segura que aporten valor medible a operadoras, empresas y usuarios.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">En Quobis nos sentimos orgullosos de haber liderado este hito de innovaci\u00f3n y reafirmamos nuestro compromiso de seguir impulsando arquitecturas de datos seguras, transparentes y orientadas a aportar un valor real al mercado y a la sociedad.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column19295_edf1d6-f0 > .kt-inside-inner-col,.kadence-column19295_edf1d6-f0 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column19295_edf1d6-f0 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column19295_edf1d6-f0 > .kt-inside-inner-col{flex-direction:column;}.kadence-column19295_edf1d6-f0 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column19295_edf1d6-f0 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column19295_edf1d6-f0{position:relative;}@media all and (max-width: 1024px){.kadence-column19295_edf1d6-f0 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column19295_edf1d6-f0 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column19295_edf1d6-f0\"><div class=\"kt-inside-inner-col\"><style>.kb-row-layout-id19295_e0f900-42 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id19295_e0f900-42 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id19295_e0f900-42 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-lg, 4rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:var( --global-content-width, 1290px );padding-left:var(--global-content-edge-padding);padding-right:var(--global-content-edge-padding);padding-top:var(--global-kb-spacing-xxl, 5rem);padding-bottom:var(--global-kb-spacing-xxl, 5rem);}.kb-row-layout-id19295_e0f900-42 > .kt-row-column-wrap > *:nth-child(3n of *:not(style)){grid-column:1 \/ -1;}.kb-row-layout-id19295_e0f900-42 > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}.kb-row-layout-id19295_e0f900-42 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id19295_e0f900-42 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-lg, 3rem);padding-bottom:var(--global-kb-spacing-lg, 3rem);grid-template-columns:repeat(2, minmax(0, 1fr));}}@media all and (max-width: 1024px){.kb-row-layout-id19295_e0f900-42 > .kt-row-column-wrap > *:nth-child(3n of *:not(style)){grid-column:1 \/ -1;}}@media all and (max-width: 767px){.kb-row-layout-id19295_e0f900-42 > .kt-row-column-wrap{padding-right:var(--global-kb-spacing-xs, 1rem);padding-left:var(--global-kb-spacing-xs, 1rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id19295_e0f900-42 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id19295_e0f900-42 aligncenter has-theme-palette7-background-color kt-row-has-bg wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-last-row kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top kb-theme-content-width\">\n<style>.kadence-column19295_bb8a63-68 > .kt-inside-inner-col,.kadence-column19295_bb8a63-68 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column19295_bb8a63-68 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column19295_bb8a63-68 > .kt-inside-inner-col{flex-direction:column;}.kadence-column19295_bb8a63-68 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column19295_bb8a63-68 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column19295_bb8a63-68{position:relative;}@media all and (max-width: 1024px){.kadence-column19295_bb8a63-68 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column19295_bb8a63-68 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column19295_bb8a63-68\"><div class=\"kt-inside-inner-col\"><style>.kb-image19295_a63d9d-77 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<figure class=\"wp-block-kadence-image kb-image19295_a63d9d-77 size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"501\" src=\"https:\/\/www.quobis.com\/wp-content\/uploads\/2025\/06\/Call-TrustLogo-500x501-1.png\" alt=\"\" class=\"kb-img wp-image-15820\" srcset=\"https:\/\/www.quobis.com\/wp-content\/uploads\/2025\/06\/Call-TrustLogo-500x501-1.png 500w, https:\/\/www.quobis.com\/wp-content\/uploads\/2025\/06\/Call-TrustLogo-500x501-1-300x300.png 300w, https:\/\/www.quobis.com\/wp-content\/uploads\/2025\/06\/Call-TrustLogo-500x501-1-150x150.png 150w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column19295_e5950e-71 > .kt-inside-inner-col{display:flex;}.kadence-column19295_e5950e-71 > .kt-inside-inner-col,.kadence-column19295_e5950e-71 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column19295_e5950e-71 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column19295_e5950e-71 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column19295_e5950e-71 > .kt-inside-inner-col > .aligncenter{width:100%;}.kt-row-column-wrap > .kadence-column19295_e5950e-71{align-self:center;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column19295_e5950e-71{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column19295_e5950e-71 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column19295_e5950e-71 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column19295_e5950e-71{text-align:left;}.kadence-column19295_e5950e-71{position:relative;}@media all and (max-width: 1024px){.kt-row-column-wrap > .kadence-column19295_e5950e-71{align-self:center;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column19295_e5950e-71{align-self:auto;}}@media all and (max-width: 1024px){.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column19295_e5950e-71 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 1024px){.kadence-column19295_e5950e-71 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kt-row-column-wrap > .kadence-column19295_e5950e-71{align-self:center;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column19295_e5950e-71{align-self:auto;}.kt-inner-column-height-full:not(.kt-has-1-columns) > .wp-block-kadence-column.kadence-column19295_e5950e-71 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}.kadence-column19295_e5950e-71 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column19295_e5950e-71 kb-section-dir-vertical inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading19295_f2f6fe-3d, .wp-block-kadence-advancedheading.kt-adv-heading19295_f2f6fe-3d[data-kb-block=\"kb-adv-heading19295_f2f6fe-3d\"]{margin-top:var(--global-kb-spacing-xs, 1rem);margin-bottom:var(--global-kb-spacing-sm, 1.5rem);text-align:left;font-size:24px;line-height:1.3;font-weight:700;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading19295_f2f6fe-3d mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading19295_f2f6fe-3d[data-kb-block=\"kb-adv-heading19295_f2f6fe-3d\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading19295_f2f6fe-3d img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading19295_f2f6fe-3d[data-kb-block=\"kb-adv-heading19295_f2f6fe-3d\"] img.kb-inline-image{width:150px;vertical-align:baseline;}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading19295_f2f6fe-3d, .wp-block-kadence-advancedheading.kt-adv-heading19295_f2f6fe-3d[data-kb-block=\"kb-adv-heading19295_f2f6fe-3d\"]{font-size:var(--global-kb-font-size-lg, 2rem);}}<\/style>\n<h2 class=\"kt-adv-heading19295_f2f6fe-3d wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading19295_f2f6fe-3d\">\u00bfQuieres sumarte al ecosistema de CallTrust DataSpace o explorar c\u00f3mo aplicar esta tecnolog\u00eda en tu red?<\/h2>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading19295_fc3ce7-f1, .wp-block-kadence-advancedheading.kt-adv-heading19295_fc3ce7-f1[data-kb-block=\"kb-adv-heading19295_fc3ce7-f1\"]{font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading19295_fc3ce7-f1 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading19295_fc3ce7-f1[data-kb-block=\"kb-adv-heading19295_fc3ce7-f1\"] mark.kt-highlight{font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.wp-block-kadence-advancedheading.kt-adv-heading19295_fc3ce7-f1 img.kb-inline-image, .wp-block-kadence-advancedheading.kt-adv-heading19295_fc3ce7-f1[data-kb-block=\"kb-adv-heading19295_fc3ce7-f1\"] img.kb-inline-image{width:150px;vertical-align:baseline;}<\/style>\n<p class=\"kt-adv-heading19295_fc3ce7-f1 wp-block-kadence-advancedheading has-theme-palette-6-color has-text-color\" data-kb-block=\"kb-adv-heading19295_fc3ce7-f1\">Ya seas una operadora de telecomunicaciones que busca reducir el fraude o una entidad interesada en verificar la reputaci\u00f3n de sus comunicaciones en tiempo real, nuestro equipo de innovaci\u00f3n est\u00e1 listo para acompa\u00f1arte.<\/p>\n<\/div><\/div>\n\n\n<style>.kadence-column19295_20e55e-ad > .kt-inside-inner-col,.kadence-column19295_20e55e-ad > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column19295_20e55e-ad > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column19295_20e55e-ad > .kt-inside-inner-col{flex-direction:column;}.kadence-column19295_20e55e-ad > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column19295_20e55e-ad > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column19295_20e55e-ad{position:relative;}@media all and (max-width: 1024px){.kadence-column19295_20e55e-ad > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column19295_20e55e-ad > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column19295_20e55e-ad\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-spacer.kt-block-spacer-19295_a285a2-a7 .kt-block-spacer{height:30px;}.wp-block-kadence-spacer.kt-block-spacer-19295_a285a2-a7 .kt-divider{border-top-width:1px;height:1px;border-top-color:var(--global-palette3, #1A202C);width:100%;border-top-style:solid;}<\/style>\n<div class=\"wp-block-kadence-spacer aligncenter kt-block-spacer-19295_a285a2-a7\"><div class=\"kt-block-spacer kt-block-spacer-halign-center\"><hr class=\"kt-divider\"\/><\/div><\/div>\n\n\n<div class=\"wp-block-kadence-advanced-form wp-block-kadence-advanced-form15318-cpt-id kb-adv-form-label-style-normal kb-adv-form-input-size-standard kb-form-basic-style\"><form id=\"kb-adv-form-15318-cpt-id\" class=\"kb-advanced-form\" method=\"post\">\n<style>.kb-row-layout-id15318_7517b5-4b > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id15318_7517b5-4b > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id15318_7517b5-4b > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;grid-template-columns:repeat(2, minmax(0, 1fr));}.kb-row-layout-id15318_7517b5-4b > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id15318_7517b5-4b > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id15318_7517b5-4b > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id15318_7517b5-4b alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column15318_44102b-db > .kt-inside-inner-col,.kadence-column15318_44102b-db > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column15318_44102b-db > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column15318_44102b-db > .kt-inside-inner-col{flex-direction:column;}.kadence-column15318_44102b-db > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column15318_44102b-db > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column15318_44102b-db{position:relative;}@media all and (max-width: 1024px){.kadence-column15318_44102b-db > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column15318_44102b-db > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column15318_44102b-db\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-text-type-input kb-adv-form-infield-type-input kb-field1531856e734-3e wp-block-kadence-advanced-form-text\"><label class=\"kb-adv-form-label\" for=\"field1531856e734-3e\">First Name<\/label><input name=\"field56e734-3e\" id=\"field1531856e734-3e\" data-label=\"First Name\" type=\"text\" placeholder=\"\" value=\"\" data-type=\"text\" class=\"kb-field kb-text-field\" data-required=\"no\" \/><\/div>\n\n<div class=\"kb-adv-form-field kb-adv-form-text-type-input kb-adv-form-infield-type-input kb-field15318380103-98 wp-block-kadence-advanced-form-text\"><label class=\"kb-adv-form-label\" for=\"field15318380103-98\">Last Name<\/label><input name=\"field380103-98\" id=\"field15318380103-98\" data-label=\"Last Name\" type=\"text\" placeholder=\"\" value=\"\" data-type=\"text\" class=\"kb-field kb-text-field\" data-required=\"no\" \/><\/div><\/div><\/div>\n\n\n<style>.kadence-column15318_36cdef-88 > .kt-inside-inner-col,.kadence-column15318_36cdef-88 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column15318_36cdef-88 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column15318_36cdef-88 > .kt-inside-inner-col{flex-direction:column;}.kadence-column15318_36cdef-88 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column15318_36cdef-88 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column15318_36cdef-88{position:relative;}@media all and (max-width: 1024px){.kadence-column15318_36cdef-88 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}@media all and (max-width: 767px){.kadence-column15318_36cdef-88 > .kt-inside-inner-col{flex-direction:column;justify-content:center;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column15318_36cdef-88\"><div class=\"kt-inside-inner-col\"><div class=\"kb-adv-form-field kb-adv-form-text-type-input kb-adv-form-infield-type-input kb-field153180b8bce-57 wp-block-kadence-advanced-form-email\"><label class=\"kb-adv-form-label\" for=\"field153180b8bce-57\">Email<span class=\"kb-adv-form-required\">*<\/span><\/label><input name=\"field0b8bce-57\" id=\"field153180b8bce-57\" data-label=\"Email\" type=\"email\" placeholder=\"\" value=\"\" data-type=\"email\" class=\"kb-field kb-email-field\" data-required=\"yes\" required aria-required=\"true\"\/><\/div>\n\n<div class=\"kb-adv-form-field kb-adv-form-text-type-input kb-adv-form-infield-type-input kb-field15318aa294a-80 wp-block-kadence-advanced-form-text\"><label class=\"kb-adv-form-label\" for=\"field15318aa294a-80\">Company<\/label><input name=\"fieldaa294a-80\" id=\"field15318aa294a-80\" data-label=\"Company\" type=\"text\" placeholder=\"\" value=\"\" data-type=\"text\" class=\"kb-field kb-text-field\" data-required=\"no\" \/><\/div><\/div><\/div>\n\n<\/div><\/div>\n\n<div class=\"kb-adv-form-field kb-adv-form-text-type-input kb-adv-form-infield-type-input kb-field153189cabb3-25 wp-block-kadence-advanced-form-textarea\"><label class=\"kb-adv-form-label\" for=\"field153189cabb3-25\">Message<span class=\"kb-adv-form-required\">*<\/span><\/label><textarea name=\"field9cabb3-25\" 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width=\"1024\" height=\"576\" src=\"https:\/\/www.quobis.com\/wp-content\/uploads\/2024\/04\/LOGO-COLOR-1024x576.jpg\" alt=\"\" class=\"wp-image-13075\" srcset=\"https:\/\/www.quobis.com\/wp-content\/uploads\/2024\/04\/LOGO-COLOR-1024x576.jpg 1024w, https:\/\/www.quobis.com\/wp-content\/uploads\/2024\/04\/LOGO-COLOR-300x169.jpg 300w, https:\/\/www.quobis.com\/wp-content\/uploads\/2024\/04\/LOGO-COLOR-768x432.jpg 768w, https:\/\/www.quobis.com\/wp-content\/uploads\/2024\/04\/LOGO-COLOR-1536x864.jpg 1536w, https:\/\/www.quobis.com\/wp-content\/uploads\/2024\/04\/LOGO-COLOR.jpg 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div><\/div>\n\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Finaliza el proyecto CallTrust DataSpace: un espacio soberano de datos donde las telcos colaboran con IA para frenar el spam, robocalls y el spoofing. El canal telef\u00f3nico tradicional atraviesa una crisis de credibilidad sin precedentes. La proliferaci\u00f3n de estafas cada vez m\u00e1s sofisticadas, la suplantaci\u00f3n de identidad (spoofing) y las llamadas masivas no deseadas (spam&#8230;<\/p>\n","protected":false},"author":9,"featured_media":15882,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","footnotes":""},"categories":[680,138],"tags":[977,234],"class_list":["post-19295","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-proyecto-innovacion","category-noticias-es","tag-calltrust-dataspace","tag-fraud"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.3 (Yoast SEO v28.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>CallTrust DataSpace: Cooperaci\u00f3n Telco contra el Fraude<\/title>\n<meta name=\"description\" content=\"Finaliza con \u00e9xito CallTrust DataSpace: el proyecto europeo que une a las telcos con IA y soberan\u00eda de datos para frenar el spam y el fraude telef\u00f3nico.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.quobis.com\/es\/2026\/08\/28\/cierre-del-proyecto-calltrust-dataspace-cooperacion-telcos-fraude-telefonico\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cierre del proyecto CallTrust DataSpace: Cooperaci\u00f3n entre telcos para frenar el fraude y recuperar la confianza en las llamadas\" \/>\n<meta property=\"og:description\" content=\"Finaliza el proyecto CallTrust DataSpace: un espacio soberano de datos donde las telcos colaboran con IA para frenar el spam, robocalls y el spoofing. El\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.quobis.com\/es\/2026\/08\/28\/cierre-del-proyecto-calltrust-dataspace-cooperacion-telcos-fraude-telefonico\/\" \/>\n<meta property=\"og:site_name\" content=\"Quobis\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/quobis\" \/>\n<meta property=\"article:published_time\" content=\"2026-08-28T10:17:52+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-02T10:46:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.quobis.com\/wp-content\/uploads\/2025\/07\/CALL-TRUST-BANNER.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"640\" \/>\n\t<meta property=\"og:image:height\" content=\"427\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Iago Fern\u00e1ndez Gonz\u00e1lez\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@influenciador\" \/>\n<meta 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En CallTrust DataSpace, la infraestructura nube comercial en territorio europeo act\u00faa estrictamente como una capa de c\u00f3mputo y almacenamiento seguro. 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Mediante pol\u00edticas ODRL (<em>Open Digital Rights Language<\/em>), cada operadora establece reglas din\u00e1micas para definir qui\u00e9n puede consumir sus datos, durante cu\u00e1nto tiempo, en qu\u00e9 regiones y para qu\u00e9 fin exclusivo (por ejemplo, investigaci\u00f3n de fraude).","inLanguage":"es"},"inLanguage":"es"},{"@type":"Question","@id":"https:\/\/www.quobis.com\/es\/2026\/08\/28\/cierre-del-proyecto-calltrust-dataspace-cooperacion-telcos-fraude-telefonico\/#faq-question-1788341664254","position":7,"url":"https:\/\/www.quobis.com\/es\/2026\/08\/28\/cierre-del-proyecto-calltrust-dataspace-cooperacion-telcos-fraude-telefonico\/#faq-question-1788341664254","name":"\u00bfEs necesario que las telcos compartan datos personales o el contenido de las llamadas para detectar el fraude?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"No. El pipeline anal\u00edtico opera bajo el principio de minimizaci\u00f3n de datos. 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