{"id":3032,"date":"2023-04-05T08:38:30","date_gmt":"2023-04-05T08:38:30","guid":{"rendered":"http:\/\/the-codest.localhost\/blog\/app-data-collection-security-risks-value-and-types-explored\/"},"modified":"2026-03-05T12:40:48","modified_gmt":"2026-03-05T12:40:48","slug":"sovellustietojen-keraamisen-turvallisuusriskit-arvo-ja-tyypit-tutkitaan","status":"publish","type":"post","link":"https:\/\/thecodest.co\/fi\/blog\/app-data-collection-security-risks-value-and-types-explored\/","title":{"rendered":"Sovelluksen tiedonkeruu: Tietoturvariskit, arvo ja tyypit tutkitaan"},"content":{"rendered":"<p>T\u00e4ss\u00e4 artikkelissa tarkastellaan mobiilisovellusten tiedonkeruuseen liittyvi\u00e4 turvallisuusongelmia, ker\u00e4ttyjen tietojen arvoa ja sovellusten tarjoajien ker\u00e4\u00e4mien tietojen tyyppej\u00e4.<\/p>\n<h2>Turvallisuusn\u00e4k\u00f6kohdat<\/h2>\n<p>Kuten <strong>mobiilisovellukset<\/strong> ker\u00e4\u00e4v\u00e4t valtavia m\u00e4\u00e4ri\u00e4 k\u00e4ytt\u00e4j\u00e4tietoja, tietoturvaongelmista on tullut ensiarvoisen t\u00e4rkeit\u00e4. Sovellusten tarjoajien kohtaamia keskeisi\u00e4 tietoturvahaasteita ovat muun muassa seuraavat:<\/p>\n<ul>\n<li><strong>Tietomurrot<\/strong>: Verkkorikolliset etsiv\u00e4t jatkuvasti tapoja hy\u00f6dynt\u00e4\u00e4 mobiilisovellusten haavoittuvuuksia, mik\u00e4 johtaa mahdollisiin tietomurtoihin. N\u00e4m\u00e4 tietoturvaloukkaukset voivat johtaa arkaluonteisten k\u00e4ytt\u00e4j\u00e4tietojen luvattomaan k\u00e4ytt\u00f6\u00f6n, taloudellisiin tappioihin ja sovelluksen tarjoajan maineen vahingoittumiseen.<\/li>\n<li><strong> Tietosuoja<\/strong>: Sovellusten tarjoajien odotetaan noudattavan erilaisia tietosuojas\u00e4\u00e4nn\u00f6ksi\u00e4, kuten yleist\u00e4 tietosuoja-asetusta (<a href=\"https:\/\/thecodest.co\/fi\/blog\/cyber-security-dilemmas-data-leaks\/\">GDPR<\/a>) ja Kalifornian kuluttajansuojalaki (CCPA). N\u00e4iss\u00e4 s\u00e4\u00e4d\u00f6ksiss\u00e4 edellytet\u00e4\u00e4n, ett\u00e4 sovellusten tarjoajat suojaavat k\u00e4ytt\u00e4jien tietoja ja varmistavat, ettei niit\u00e4 k\u00e4ytet\u00e4 v\u00e4\u00e4rin.<\/li>\n<li><strong> Tietojen tallennus<\/strong>: Suurten tietom\u00e4\u00e4rien turvallinen tallentaminen ja k\u00e4sittely on haaste sovellusten tarjoajille. T\u00e4h\u00e4n sis\u00e4ltyy tietojen suojaaminen kuljetuksen aikana, levossa ja k\u00e4sittelyn aikana.<\/li>\n<li><strong>Kolmannen osapuolen riskit<\/strong>: Monet sovellusten tarjoajat k\u00e4ytt\u00e4v\u00e4t kolmannen osapuolen palveluja ja ty\u00f6kaluja eri toiminnoissa, kuten analytiikassa, mainosten kohdentamisessa ja maksujen k\u00e4sittelyss\u00e4. N\u00e4m\u00e4 kolmannen osapuolen integraatiot voivat aiheuttaa ylim\u00e4\u00e4r\u00e4isi\u00e4 tietoturvariskej\u00e4, sill\u00e4 ne eiv\u00e4t v\u00e4ltt\u00e4m\u00e4tt\u00e4 noudata samoja tietoturvastandardeja kuin sovellusten tarjoajat itse.<\/li>\n<\/ul>\n<h2>Tietoarvo<\/h2>\n<p>Mobiilisovellusten ker\u00e4\u00e4mill\u00e4 tiedoilla on merkitt\u00e4v\u00e4\u00e4 arvoa eri sidosryhmille:<\/p>\n<ul>\n<li><b>Sovellusten tarjoajat<\/b>: K\u00e4ytt\u00e4j\u00e4tietoja analysoimalla sovellusten tarjoajat voivat saada tietoa k\u00e4ytt\u00e4jien k\u00e4ytt\u00e4ytymisest\u00e4 ja mieltymyksist\u00e4. N\u00e4it\u00e4 tietoja voidaan k\u00e4ytt\u00e4\u00e4 sovelluksen k\u00e4ytt\u00e4j\u00e4kokemuksen parantamiseen, sis\u00e4ll\u00f6n r\u00e4\u00e4t\u00e4l\u00f6intiin ja uusien ominaisuuksien tai palvelujen kehitt\u00e4miseen.<\/li>\n<li><b>Mainostajat<\/b>: Mainostajat voivat k\u00e4ytt\u00e4\u00e4 mobiilisovellusten ker\u00e4\u00e4mi\u00e4 k\u00e4ytt\u00e4j\u00e4tietoja mainostensa tehokkaampaan kohdentamiseen. T\u00e4m\u00e4 auttaa heit\u00e4 tavoittamaan oikean kohderyhm\u00e4n, mik\u00e4 lis\u00e4\u00e4 mainosten sitoutumista ja nostaa konversiolukuja.<\/li>\n<li><b>Tutkijat<\/b>: Tutkijat voivat k\u00e4ytt\u00e4\u00e4 mobiilisovellusten tietoja yhteiskunnan suuntausten, mallien ja k\u00e4ytt\u00e4ytymisen tutkimiseen. N\u00e4m\u00e4 tiedot voivat auttaa ymm\u00e4rt\u00e4m\u00e4\u00e4n paremmin ihmisten k\u00e4ytt\u00e4ytymist\u00e4 ja antaa tietoa poliittisista p\u00e4\u00e4t\u00f6ksist\u00e4.<\/li>\n<\/ul>\n<h2>Sovellusten tarjoajien ker\u00e4\u00e4mien tietojen tyypit<\/h2>\n<p>Mobiilisovellusten tarjoajat ker\u00e4\u00e4v\u00e4t yleens\u00e4 erityyppisi\u00e4 tietoja, kuten:<\/p>\n<ul>\n<li><b>Henkil\u00f6kohtaiset tiedot<\/b>: T\u00e4m\u00e4 sis\u00e4lt\u00e4\u00e4 esimerkiksi nimen, s\u00e4hk\u00f6postiosoitteen, puhelinnumeron ja syntym\u00e4ajan. N\u00e4m\u00e4 tiedot ker\u00e4t\u00e4\u00e4n usein tilin rekister\u00f6innin yhteydess\u00e4 tai kun k\u00e4ytt\u00e4j\u00e4t ovat vuorovaikutuksessa sovelluksen tiettyjen ominaisuuksien kanssa.<\/li>\n<li><b>Sijaintitiedot<\/b>: Monet mobiilisovellukset ker\u00e4\u00e4v\u00e4t reaaliaikaisia sijaintitietoja, joita voidaan k\u00e4ytt\u00e4\u00e4 paikkatietopohjaisten palvelujen, kohdennetun mainonnan ja k\u00e4ytt\u00e4jien k\u00e4ytt\u00e4ytymisen analysoinnin tarjoamiseen.<\/li>\n<li><b>Laitteen tiedot<\/b>: Sovellusten tarjoajat voivat ker\u00e4t\u00e4 tietoja k\u00e4ytt\u00e4j\u00e4n laitteesta, kuten laitemalli, k\u00e4ytt\u00f6j\u00e4rjestelm\u00e4 ja yksil\u00f6lliset tunnisteet.<\/li>\n<li><b>K\u00e4ytt\u00f6tiedot<\/b>: T\u00e4m\u00e4 sis\u00e4lt\u00e4\u00e4 tietoja siit\u00e4, miten k\u00e4ytt\u00e4j\u00e4t ovat vuorovaikutuksessa sovelluksen kanssa, kuten heid\u00e4n k\u00e4ytt\u00e4m\u00e4ns\u00e4 ominaisuudet, istuntojen kesto ja k\u00e4yntitiheys. K\u00e4ytt\u00f6tiedot voivat auttaa sovellusten tarjoajia optimoimaan k\u00e4ytt\u00e4j\u00e4kokemusta ja tunnistamaan parannuskohteita.<\/li>\n<li><b>Sosiaalisen median tiedot <\/b>: Jos sovellus integroituu sosiaalisen median alustoihin, se voi ker\u00e4t\u00e4 tietoja k\u00e4ytt\u00e4jien sosiaalisen median profiileista. N\u00e4ihin voivat sis\u00e4lty\u00e4 heid\u00e4n sosiaaliset yhteytens\u00e4, kiinnostuksen kohteet ja sis\u00e4lt\u00f6, jota he ovat jakaneet tai josta he ovat pit\u00e4neet.<\/li>\n<li><b>Sovelluksen sis\u00e4iset ostot ja maksutiedot <\/b>: Sovellukset, jotka tarjoavat sovelluksen sis\u00e4isi\u00e4 ostoja tai tilauspalveluja, voivat ker\u00e4t\u00e4 maksutietoja, kuten luottokorttitietoja ja laskutusosoitteita. Kolmannen osapuolen maksuprosessorit k\u00e4sittelev\u00e4t n\u00e4m\u00e4 tiedot yleens\u00e4 turvallisesti.<\/li>\n<li><b>Terveys- ja kuntotiedot <\/b>: Terveys- ja kuntosovellukset ker\u00e4\u00e4v\u00e4t usein arkaluonteisia tietoja, kuten k\u00e4ytt\u00e4jien fyysisen aktiivisuuden tasoa, elintoimintoja ja sairauksia. N\u00e4it\u00e4 tietoja on k\u00e4sitelt\u00e4v\u00e4 huolellisesti tietosuojas\u00e4\u00e4nn\u00f6sten noudattamiseksi ja k\u00e4ytt\u00e4jien yksityisyyden varmistamiseksi.<\/li>\n<\/ul>\n<h2>P\u00e4\u00e4telm\u00e4<\/h2>\n<p>Mobiilisovellusten tiedonkeruun lis\u00e4\u00e4ntyess\u00e4 lis\u00e4\u00e4ntyv\u00e4t my\u00f6s siihen liittyv\u00e4t turvallisuusongelmat, ker\u00e4ttyjen tietojen arvo ja ker\u00e4tt\u00e4vien tietojen tyypit. Sovellusten tarjoajien on <a href=\"https:\/\/thecodest.co\/blog\/cyber-security-dilemmas-data-leaks\/\">asettaa tietoturva etusijalle<\/a>, yksityisyyden suojaa ja asiaankuuluvien s\u00e4\u00e4nn\u00f6sten noudattamista k\u00e4ytt\u00e4jien luottamuksen s\u00e4ilytt\u00e4miseksi ja yritysten suojaamiseksi.<\/p>\n<p>Samalla ker\u00e4ttyjen tietojen arvo tarjoaa merkitt\u00e4vi\u00e4 mahdollisuuksia sovellusten tarjoajille, mainostajille ja tutkijoille, mik\u00e4 johtaa uusien palvelujen kehitt\u00e4miseen, parempiin k\u00e4ytt\u00e4j\u00e4kokemuksiin ja ihmisten k\u00e4ytt\u00e4ytymisen parempaan ymm\u00e4rt\u00e4miseen.<\/p>\n<p><a href=\"https:\/\/thecodest.co\/contact\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-4927\" src=\"https:\/\/thecodest.co\/app\/uploads\/2024\/05\/interested_in_cooperation_.png\" alt=\"\" width=\"1283\" height=\"460\" srcset=\"https:\/\/thecodest.co\/app\/uploads\/2024\/05\/interested_in_cooperation_.png 1283w, https:\/\/thecodest.co\/app\/uploads\/2024\/05\/interested_in_cooperation_-300x108.png 300w, https:\/\/thecodest.co\/app\/uploads\/2024\/05\/interested_in_cooperation_-1024x367.png 1024w, https:\/\/thecodest.co\/app\/uploads\/2024\/05\/interested_in_cooperation_-768x275.png 768w, https:\/\/thecodest.co\/app\/uploads\/2024\/05\/interested_in_cooperation_-18x6.png 18w, https:\/\/thecodest.co\/app\/uploads\/2024\/05\/interested_in_cooperation_-67x24.png 67w\" sizes=\"auto, (max-width: 1283px) 100vw, 1283px\" \/><\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>Tutustu siihen, miten mobiilisovellukset ker\u00e4\u00e4v\u00e4t k\u00e4ytt\u00e4j\u00e4tietoja, niihin liittyviin turvallisuusriskeihin, n\u00e4iden tietojen arvoon ja sovellusten tarjoajien ker\u00e4\u00e4mien tietojen p\u00e4\u00e4tyyppeihin.<\/p>","protected":false},"author":2,"featured_media":3033,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[8],"tags":[],"class_list":["post-3032","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-software-development"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>App Data Collection: Security Risks, Value, and Types Explored - The Codest<\/title>\n<meta name=\"description\" content=\"Explore how mobile apps collect user data, the security risks involved, the value of this data, and the main types of information gathered by app providers.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/thecodest.co\/fi\/blogi\/sovellustietojen-keraamisen-turvallisuusriskit-arvo-ja-tyypit-tutkitaan\/\" \/>\n<meta property=\"og:locale\" content=\"fi_FI\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"App Data Collection: Security Risks, Value, and Types Explored\" \/>\n<meta property=\"og:description\" content=\"Explore how mobile apps collect user data, the security risks involved, the value of this data, and the main types of information gathered by app providers.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/thecodest.co\/fi\/blogi\/sovellustietojen-keraamisen-turvallisuusriskit-arvo-ja-tyypit-tutkitaan\/\" \/>\n<meta property=\"og:site_name\" content=\"The Codest\" \/>\n<meta property=\"article:published_time\" content=\"2023-04-05T08:38:30+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-05T12:40:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/thecodest.co\/app\/uploads\/2024\/05\/the_dark_side_of_mobile_app_data_collection__risks-_rewards-_and_user_privacy_considerations.png\" \/>\n\t<meta property=\"og:image:width\" content=\"960\" \/>\n\t<meta property=\"og:image:height\" content=\"540\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"thecodest\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"thecodest\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/thecodest.co\\\/blog\\\/app-data-collection-security-risks-value-and-types-explored\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thecodest.co\\\/blog\\\/app-data-collection-security-risks-value-and-types-explored\\\/\"},\"author\":{\"name\":\"thecodest\",\"@id\":\"https:\\\/\\\/thecodest.co\\\/#\\\/schema\\\/person\\\/7e3fe41dfa4f4e41a7baad4c6e0d4f76\"},\"headline\":\"App Data Collection: Security Risks, Value, and Types Explored\",\"datePublished\":\"2023-04-05T08:38:30+00:00\",\"dateModified\":\"2026-03-05T12:40:48+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/thecodest.co\\\/blog\\\/app-data-collection-security-risks-value-and-types-explored\\\/\"},\"wordCount\":670,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/thecodest.co\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/thecodest.co\\\/blog\\\/app-data-collection-security-risks-value-and-types-explored\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/thecodest.co\\\/app\\\/uploads\\\/2024\\\/05\\\/the_dark_side_of_mobile_app_data_collection__risks-_rewards-_and_user_privacy_considerations.png\",\"articleSection\":[\"Software Development\"],\"inLanguage\":\"fi\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/thecodest.co\\\/blog\\\/app-data-collection-security-risks-value-and-types-explored\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/thecodest.co\\\/blog\\\/app-data-collection-security-risks-value-and-types-explored\\\/\",\"url\":\"https:\\\/\\\/thecodest.co\\\/blog\\\/app-data-collection-security-risks-value-and-types-explored\\\/\",\"name\":\"App Data Collection: Security Risks, Value, and Types Explored - The Codest\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thecodest.co\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/thecodest.co\\\/blog\\\/app-data-collection-security-risks-value-and-types-explored\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/thecodest.co\\\/blog\\\/app-data-collection-security-risks-value-and-types-explored\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/thecodest.co\\\/app\\\/uploads\\\/2024\\\/05\\\/the_dark_side_of_mobile_app_data_collection__risks-_rewards-_and_user_privacy_considerations.png\",\"datePublished\":\"2023-04-05T08:38:30+00:00\",\"dateModified\":\"2026-03-05T12:40:48+00:00\",\"description\":\"Explore how mobile apps collect user data, the security risks involved, the value of this data, and the main types of information gathered by app providers.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/thecodest.co\\\/blog\\\/app-data-collection-security-risks-value-and-types-explored\\\/#breadcrumb\"},\"inLanguage\":\"fi\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/thecodest.co\\\/blog\\\/app-data-collection-security-risks-value-and-types-explored\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fi\",\"@id\":\"https:\\\/\\\/thecodest.co\\\/blog\\\/app-data-collection-security-risks-value-and-types-explored\\\/#primaryimage\",\"url\":\"https:\\\/\\\/thecodest.co\\\/app\\\/uploads\\\/2024\\\/05\\\/the_dark_side_of_mobile_app_data_collection__risks-_rewards-_and_user_privacy_considerations.png\",\"contentUrl\":\"https:\\\/\\\/thecodest.co\\\/app\\\/uploads\\\/2024\\\/05\\\/the_dark_side_of_mobile_app_data_collection__risks-_rewards-_and_user_privacy_considerations.png\",\"width\":960,\"height\":540},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/thecodest.co\\\/blog\\\/app-data-collection-security-risks-value-and-types-explored\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/thecodest.co\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"App Data Collection: Security Risks, Value, and Types Explored\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/thecodest.co\\\/#website\",\"url\":\"https:\\\/\\\/thecodest.co\\\/\",\"name\":\"The Codest\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/thecodest.co\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/thecodest.co\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fi\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/thecodest.co\\\/#organization\",\"name\":\"The Codest\",\"url\":\"https:\\\/\\\/thecodest.co\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fi\",\"@id\":\"https:\\\/\\\/thecodest.co\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/thecodest.co\\\/app\\\/uploads\\\/2024\\\/03\\\/thecodest-logo.svg\",\"contentUrl\":\"https:\\\/\\\/thecodest.co\\\/app\\\/uploads\\\/2024\\\/03\\\/thecodest-logo.svg\",\"width\":144,\"height\":36,\"caption\":\"The Codest\"},\"image\":{\"@id\":\"https:\\\/\\\/thecodest.co\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/pl.linkedin.com\\\/company\\\/codest\",\"https:\\\/\\\/clutch.co\\\/profile\\\/codest\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/thecodest.co\\\/#\\\/schema\\\/person\\\/7e3fe41dfa4f4e41a7baad4c6e0d4f76\",\"name\":\"thecodest\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fi\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/5dbfe6a1e8c86e432e8812759e34e6fe82ebac75119ae3237a6c1311fa19caf4?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/5dbfe6a1e8c86e432e8812759e34e6fe82ebac75119ae3237a6c1311fa19caf4?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/5dbfe6a1e8c86e432e8812759e34e6fe82ebac75119ae3237a6c1311fa19caf4?s=96&d=mm&r=g\",\"caption\":\"thecodest\"},\"url\":\"https:\\\/\\\/thecodest.co\\\/fi\\\/author\\\/thecodest\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Sovelluksen tiedonkeruu: Turvallisuusriskit, arvo ja tyypit - The Codest","description":"Tutustu siihen, miten mobiilisovellukset ker\u00e4\u00e4v\u00e4t k\u00e4ytt\u00e4j\u00e4tietoja, niihin liittyviin turvallisuusriskeihin, n\u00e4iden tietojen arvoon ja sovellusten tarjoajien ker\u00e4\u00e4mien tietojen p\u00e4\u00e4tyyppeihin.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/thecodest.co\/fi\/blogi\/sovellustietojen-keraamisen-turvallisuusriskit-arvo-ja-tyypit-tutkitaan\/","og_locale":"fi_FI","og_type":"article","og_title":"App Data Collection: Security Risks, Value, and Types Explored","og_description":"Explore how mobile apps collect user data, the security risks involved, the value of this data, and the main types of information gathered by app providers.","og_url":"https:\/\/thecodest.co\/fi\/blogi\/sovellustietojen-keraamisen-turvallisuusriskit-arvo-ja-tyypit-tutkitaan\/","og_site_name":"The Codest","article_published_time":"2023-04-05T08:38:30+00:00","article_modified_time":"2026-03-05T12:40:48+00:00","og_image":[{"width":960,"height":540,"url":"https:\/\/thecodest.co\/app\/uploads\/2024\/05\/the_dark_side_of_mobile_app_data_collection__risks-_rewards-_and_user_privacy_considerations.png","type":"image\/png"}],"author":"thecodest","twitter_card":"summary_large_image","twitter_misc":{"Written by":"thecodest","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/thecodest.co\/blog\/app-data-collection-security-risks-value-and-types-explored\/#article","isPartOf":{"@id":"https:\/\/thecodest.co\/blog\/app-data-collection-security-risks-value-and-types-explored\/"},"author":{"name":"thecodest","@id":"https:\/\/thecodest.co\/#\/schema\/person\/7e3fe41dfa4f4e41a7baad4c6e0d4f76"},"headline":"App Data Collection: Security Risks, Value, and Types Explored","datePublished":"2023-04-05T08:38:30+00:00","dateModified":"2026-03-05T12:40:48+00:00","mainEntityOfPage":{"@id":"https:\/\/thecodest.co\/blog\/app-data-collection-security-risks-value-and-types-explored\/"},"wordCount":670,"commentCount":0,"publisher":{"@id":"https:\/\/thecodest.co\/#organization"},"image":{"@id":"https:\/\/thecodest.co\/blog\/app-data-collection-security-risks-value-and-types-explored\/#primaryimage"},"thumbnailUrl":"https:\/\/thecodest.co\/app\/uploads\/2024\/05\/the_dark_side_of_mobile_app_data_collection__risks-_rewards-_and_user_privacy_considerations.png","articleSection":["Software Development"],"inLanguage":"fi","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/thecodest.co\/blog\/app-data-collection-security-risks-value-and-types-explored\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/thecodest.co\/blog\/app-data-collection-security-risks-value-and-types-explored\/","url":"https:\/\/thecodest.co\/blog\/app-data-collection-security-risks-value-and-types-explored\/","name":"Sovelluksen tiedonkeruu: Turvallisuusriskit, arvo ja tyypit - The Codest","isPartOf":{"@id":"https:\/\/thecodest.co\/#website"},"primaryImageOfPage":{"@id":"https:\/\/thecodest.co\/blog\/app-data-collection-security-risks-value-and-types-explored\/#primaryimage"},"image":{"@id":"https:\/\/thecodest.co\/blog\/app-data-collection-security-risks-value-and-types-explored\/#primaryimage"},"thumbnailUrl":"https:\/\/thecodest.co\/app\/uploads\/2024\/05\/the_dark_side_of_mobile_app_data_collection__risks-_rewards-_and_user_privacy_considerations.png","datePublished":"2023-04-05T08:38:30+00:00","dateModified":"2026-03-05T12:40:48+00:00","description":"Tutustu siihen, miten mobiilisovellukset ker\u00e4\u00e4v\u00e4t k\u00e4ytt\u00e4j\u00e4tietoja, niihin liittyviin turvallisuusriskeihin, n\u00e4iden tietojen arvoon ja sovellusten tarjoajien ker\u00e4\u00e4mien tietojen p\u00e4\u00e4tyyppeihin.","breadcrumb":{"@id":"https:\/\/thecodest.co\/blog\/app-data-collection-security-risks-value-and-types-explored\/#breadcrumb"},"inLanguage":"fi","potentialAction":[{"@type":"ReadAction","target":["https:\/\/thecodest.co\/blog\/app-data-collection-security-risks-value-and-types-explored\/"]}]},{"@type":"ImageObject","inLanguage":"fi","@id":"https:\/\/thecodest.co\/blog\/app-data-collection-security-risks-value-and-types-explored\/#primaryimage","url":"https:\/\/thecodest.co\/app\/uploads\/2024\/05\/the_dark_side_of_mobile_app_data_collection__risks-_rewards-_and_user_privacy_considerations.png","contentUrl":"https:\/\/thecodest.co\/app\/uploads\/2024\/05\/the_dark_side_of_mobile_app_data_collection__risks-_rewards-_and_user_privacy_considerations.png","width":960,"height":540},{"@type":"BreadcrumbList","@id":"https:\/\/thecodest.co\/blog\/app-data-collection-security-risks-value-and-types-explored\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/thecodest.co\/"},{"@type":"ListItem","position":2,"name":"App Data Collection: Security Risks, Value, and Types Explored"}]},{"@type":"WebSite","@id":"https:\/\/thecodest.co\/#website","url":"https:\/\/thecodest.co\/","name":"Codest","description":"","publisher":{"@id":"https:\/\/thecodest.co\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/thecodest.co\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fi"},{"@type":"Organization","@id":"https:\/\/thecodest.co\/#organization","name":"Codest","url":"https:\/\/thecodest.co\/","logo":{"@type":"ImageObject","inLanguage":"fi","@id":"https:\/\/thecodest.co\/#\/schema\/logo\/image\/","url":"https:\/\/thecodest.co\/app\/uploads\/2024\/03\/thecodest-logo.svg","contentUrl":"https:\/\/thecodest.co\/app\/uploads\/2024\/03\/thecodest-logo.svg","width":144,"height":36,"caption":"The Codest"},"image":{"@id":"https:\/\/thecodest.co\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/pl.linkedin.com\/company\/codest","https:\/\/clutch.co\/profile\/codest"]},{"@type":"Person","@id":"https:\/\/thecodest.co\/#\/schema\/person\/7e3fe41dfa4f4e41a7baad4c6e0d4f76","name":"thecodest","image":{"@type":"ImageObject","inLanguage":"fi","@id":"https:\/\/secure.gravatar.com\/avatar\/5dbfe6a1e8c86e432e8812759e34e6fe82ebac75119ae3237a6c1311fa19caf4?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/5dbfe6a1e8c86e432e8812759e34e6fe82ebac75119ae3237a6c1311fa19caf4?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/5dbfe6a1e8c86e432e8812759e34e6fe82ebac75119ae3237a6c1311fa19caf4?s=96&d=mm&r=g","caption":"thecodest"},"url":"https:\/\/thecodest.co\/fi\/author\/thecodest\/"}]}},"_links":{"self":[{"href":"https:\/\/thecodest.co\/fi\/wp-json\/wp\/v2\/posts\/3032","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/thecodest.co\/fi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/thecodest.co\/fi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/thecodest.co\/fi\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/thecodest.co\/fi\/wp-json\/wp\/v2\/comments?post=3032"}],"version-history":[{"count":5,"href":"https:\/\/thecodest.co\/fi\/wp-json\/wp\/v2\/posts\/3032\/revisions"}],"predecessor-version":[{"id":10898,"href":"https:\/\/thecodest.co\/fi\/wp-json\/wp\/v2\/posts\/3032\/revisions\/10898"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/thecodest.co\/fi\/wp-json\/wp\/v2\/media\/3033"}],"wp:attachment":[{"href":"https:\/\/thecodest.co\/fi\/wp-json\/wp\/v2\/media?parent=3032"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/thecodest.co\/fi\/wp-json\/wp\/v2\/categories?post=3032"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/thecodest.co\/fi\/wp-json\/wp\/v2\/tags?post=3032"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}