{"id":11210,"date":"2023-08-27T11:16:00","date_gmt":"2023-08-27T04:16:00","guid":{"rendered":"https:\/\/crocodic.com\/?p=11210"},"modified":"2023-10-06T06:29:12","modified_gmt":"2023-10-05T23:29:12","slug":"solusi-untuk-mencegah-fake-data","status":"publish","type":"post","link":"https:\/\/crocodic.com\/en\/solusi-untuk-mencegah-fake-data\/","title":{"rendered":"No More Fake Data! Solusi untuk Mencegah Manipulasi Data Pada Sistem Reporting"},"content":{"rendered":"<div class=\"wp-block-aioseo-table-of-contents\"><ul><li><a class=\"aioseo-toc-item\" href=\"#aioseo-manipulasi-data-input-dan-solusinya\">Manipulasi data input dan solusinya<\/a><ul><li><a class=\"aioseo-toc-item\" href=\"#aioseo-1-fake-gps\">1. Fake GPS<\/a><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-2-fake-camera\">2. Fake Camera<\/a><\/li><li><a class=\"aioseo-toc-item\" href=\"#aioseo-3-fake-timeline-timezone\">3. Fake Timeline\/Timezone<\/a><\/li><\/ul><\/li><\/ul><\/div>\n\n\n<p>Musuh utama dari sebuah sistem reporting adalah manipulasi sumber <a href=\"https:\/\/crocodic.com\/en\/data-science-framework-definisi-manfaat-dan-jenisnya\/\">data<\/a>. Perusahaan pasti ingin mendapatkan data yang otentik dari user sistem, baik <a href=\"https:\/\/crocodic.com\/en\/mobile-app-apa-yang-paling-dibutuhkan-pada-tahun-2025\/\">aplikasi<\/a> atau <a href=\"https:\/\/crocodic.com\/en\/8-alasan-mengapa-perawatan-maintenance-website-mutlak-dilakukan-secara-profesional\/\">website<\/a> reporting. Akan tetapi seringkali demi kemudahan, user melakukan beberapa manipulasi dalam input data, diantaranya yang acapkali dilakukan adalah Fake GPS, Fake Camera, dan manipulasi timezone.&nbsp;<\/p>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"aioseo-manipulasi-data-input-dan-solusinya\">Manipulasi data input dan solusinya&nbsp;<\/h2>\n\n\n\n<p>3 jenis manipulasi input data yang sering digunakan adalah fake GPS, fake camera, dan fake timezone. Bagaimana penggunaannya, dan <a href=\"https:\/\/crocodic.com\/en\/5-masalah-yang-biasa-terjadi-dalam-pembuatan-mobile-apps\/\">solusi<\/a> apa yang dapat diterapkan untuk mencegahnya?<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-1-fake-gps\">1. Fake GPS<\/h3>\n\n\n\n<p>Semakin banyak aplikasi yang menggunakan data berbasis lokasi sehingga penggunaan lokasi GPS palsu telah menjadi praktek umum usernya. Banyak pengguna menggunakan aplikasi lokasi tiruan yang tidak terdeteksi untuk mengelabui aplikasi agar mengira mereka berada di tempat lain. Contoh praktek seperti ini sering terjadi pada aplikasi absensi dan kehadiran pegawai perusahaan, serta sistem pada aplikasi kunjungan sales.&nbsp;<\/p>\n\n\n\n<p>Biasanya pegawai memanfaatkan Fake GPS agar dapat melakukan pengambilan presensi dari radius yang sudah ditetapkan, sehingga dapat menghindari keterlambatan.&nbsp;<\/p>\n\n\n\n<p>Solusi:&nbsp;<\/p>\n\n\n\n<p>Dengan pengalaman <a href=\"https:\/\/crocodic.com\/en\/5-developer-mobile-app-terbaik-di-indonesia-tahun-2024\/\">Crocodic<\/a> dalam mengembangkan sistem aplikasi dan website reporting, kami memastikan deteksi <em>mock-location<\/em> pada aplikasi yang kami kembangkan. Hal ini kami terapkan dengan memeriksa sumber lokasi yang didapatkan dari perangkat apakah berasal dari lokasi nyata atau lokasi palsu. Sumber referensi didapat dari android <a href=\"https:\/\/crocodic.com\/en\/5-kesalahan-yang-sering-dilakukan-developer-mobile-apps\/\">developer<\/a> <a href=\"https:\/\/developer.android.com\/reference\/android\/location\/Location#isMock()\">site<\/a>.<\/p>\n\n\n\n<p>Dengan begitu apabila pengguna aplikasi mencoba cara \u201ccurang\u201d untuk menggunakan lokasi palsu pada laporan yang mereka buat, akan langsung dideteksi oleh aplikasi.<\/p>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-2-fake-camera\">2. Fake Camera<\/h3>\n\n\n\n<p>Sistem reporting yang membutuhkan \u201creal reporting data\u201d masih bisa diakali dengan berbagai cara. Inspeksi yang mengharuskan mengirimkan dokumentasi foto asli pengerjaan, bisa dengan mudah dipalsukan dengan teknik <em>fake camera<\/em>. <em>Fake camera<\/em> membuat user seolah-olah menggunakan kamera <em>device<\/em> untuk melaporkan data, padahal sebenarnya foto atau video tersebut berasal dari gallery yang sudah disiapkan sebelumnya.<\/p>\n\n\n\n<p>Solusi:<\/p>\n\n\n\n<p>Kami memasang fitur kamera yang terintegrasi secara langsung di dalam aplikasi yang kami bangun, sehingga mencegah terjadinya <em>intercept<\/em> data saat membutuhkan data berupa foto keadaan real time. Sumber referensi baca di: <a href=\"https:\/\/developer.android.com\/training\/camerax\">[cameraX]<\/a>.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/lh4.googleusercontent.com\/e0VefUiJ6GXrrXZ4zKXqqTJBO6Nt0ua-PSXmBAROh5pSFhoKbx6kYOUwtMZUlRs-4oT6Qr6omHNNUG14j0nEW1PripMpXxNXiVJq3bjQVaDQS1b_BI0-R3eYau0ANFb-DJ8ykOu8SoaVp0zRfa68tjY\" alt=\"\"\/><\/figure>\n\n\n\n<p class=\"has-text-align-center has-small-font-size\">Source : <a href=\"https:\/\/android-developers.googleblog.com\/2023\/06\/camerax-13-is-now-in-beta.html\">CameraX<\/a><\/p>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"aioseo-3-fake-timeline-timezone\">3. Fake Timeline\/Timezone<\/h3>\n\n\n\n<p>Batasan waktu report juga menjadi tantangan, karena pengguna aplikasi bisa saja melakukan <em>intercept<\/em> data, atau mengubah setelan waktu dan zona waktu secara manual sehingga dapat memanipulasi data waktu pada pelaporan.<\/p>\n\n\n\n<p>Solusi:<\/p>\n\n\n\n<p>Crocodic memastikan setelan auto time dan timezone pada perangkat harus selalu aktif sehingga data waktu yang didapatkan adalah waktu yang nyata. Kemudian dari backend juga akan memeriksa layanan timezone dengan membandingkan waktu yang didapat dari pengguna dan waktu realtime pada internet sehingga bisa mengetahui apabila terjadi gap data yang berpotensi merupakan data palsu yang dikirimkan oleh pengguna. Sumber referensi didapat dari android <a href=\"https:\/\/developers.google.com\/maps\/documentation\/timezone\/overview\">developer site<\/a>.<\/p>\n\n\n\n<p>Dengan metode tersebut di atas, Crocodic memastikan bahwa data yang diinput ke dalam sistem reporting merupakan data genuine tanpa manipulasi. Hal ini penting untuk dilakukan, agar nanti hasil data yang dikumpulkan oleh reporting merupakan data yang valid sehingga keputusan bisnis yang diambil juga valid.&nbsp;<br>Selain membutuhkan 3 fitur di atas, ada juga fitur kunci yang diperlukan untuk membuat sistem reporting kita menjadi powerful. Fitur apa saja? Silakan kunjungi artikel berikut : <a href=\"https:\/\/crocodic.com\/goals-dan-key-feature-dalam-pembuatan-sistem-reporting-perusahaan\/\">Goals dan Key Feature yang harus ada di sistem reporting perusahaan<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Sistem reporting rawan akan manipulasi ketika input data. Padahal, kita membutuhkan data yang valid. Bagaimana pencegahannya? Simak artikel dari Crocodic ini. <\/p>","protected":false},"author":39,"featured_media":11219,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[470,586],"tags":[588,587,398,559,530],"class_list":["post-11210","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-mobile-apps-development","category-reporting-app","tag-camerax","tag-fake-data","tag-security","tag-sistem-report","tag-to-inspire-content"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.2 - aioseo.com -->\n\t<meta name=\"description\" content=\"Sistem reporting rawan akan manipulasi ketika input data. Padahal, kita membutuhkan data yang valid. Bagaimana pencegahannya? Simak artikel dari Crocodic ini.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"nuryazid\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/crocodic.com\/en\/solusi-untuk-mencegah-fake-data\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.2\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Crocodic - Adaptive Business Systems Partner\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Solusi untuk Mencegah Manipulasi Data Pada Sistem Reporting\" \/>\n\t\t<meta property=\"og:description\" content=\"Sistem reporting rawan akan manipulasi ketika input data. Padahal, kita membutuhkan data yang valid. Bagaimana pencegahannya? Simak artikel dari Crocodic ini.\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/crocodic.com\/en\/solusi-untuk-mencegah-fake-data\/\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/crocodic.com\/wp-content\/uploads\/2025\/10\/crocodic-landscape-logo.png\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/crocodic.com\/wp-content\/uploads\/2025\/10\/crocodic-landscape-logo.png\" \/>\n\t\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t\t<meta property=\"og:image:height\" content=\"300\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2023-08-27T04:16:00+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2023-10-05T23:29:12+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:title\" content=\"Solusi untuk Mencegah Manipulasi Data Pada Sistem Reporting\" \/>\n\t\t<meta name=\"twitter:description\" content=\"Sistem reporting rawan akan manipulasi ketika input data. Padahal, kita membutuhkan data yang valid. Bagaimana pencegahannya? Simak artikel dari Crocodic ini.\" \/>\n\t\t<meta name=\"twitter:image\" content=\"https:\/\/crocodic.com\/wp-content\/uploads\/2025\/10\/crocodic-landscape-logo.png\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BlogPosting\",\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/solusi-untuk-mencegah-fake-data\\\/#blogposting\",\"name\":\"Solusi untuk Mencegah Manipulasi Data Pada Sistem Reporting\",\"headline\":\"No More Fake Data! Solusi untuk Mencegah Manipulasi Data Pada Sistem Reporting\",\"author\":{\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/author\\\/yazid\\\/#author\"},\"publisher\":{\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/#organization\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/crocodic.com\\\/wp-content\\\/uploads\\\/2023\\\/08\\\/Tumbnail-No-More-Fake-Data-1.png\",\"width\":1800,\"height\":949},\"datePublished\":\"2023-08-27T11:16:00+07:00\",\"dateModified\":\"2023-10-06T06:29:12+07:00\",\"inLanguage\":\"en-US\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/solusi-untuk-mencegah-fake-data\\\/#webpage\"},\"isPartOf\":{\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/solusi-untuk-mencegah-fake-data\\\/#webpage\"},\"articleSection\":\"Mobile Apps Development, Reporting App, cameraX, fake data, security, sistem report, To Inspire Content\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/solusi-untuk-mencegah-fake-data\\\/#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/crocodic.com\\\/en\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/category\\\/crocodic-dec\\\/#listItem\",\"name\":\"Crocodic Development\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/category\\\/crocodic-dec\\\/#listItem\",\"position\":2,\"name\":\"Crocodic Development\",\"item\":\"https:\\\/\\\/crocodic.com\\\/en\\\/category\\\/crocodic-dec\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/category\\\/crocodic-dec\\\/mobile-apps-development\\\/#listItem\",\"name\":\"Mobile Apps Development\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/#listItem\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/category\\\/crocodic-dec\\\/mobile-apps-development\\\/#listItem\",\"position\":3,\"name\":\"Mobile Apps Development\",\"item\":\"https:\\\/\\\/crocodic.com\\\/en\\\/category\\\/crocodic-dec\\\/mobile-apps-development\\\/\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/solusi-untuk-mencegah-fake-data\\\/#listItem\",\"name\":\"No More Fake Data! Solusi untuk Mencegah Manipulasi Data Pada Sistem Reporting\"},\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/category\\\/crocodic-dec\\\/#listItem\",\"name\":\"Crocodic Development\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/solusi-untuk-mencegah-fake-data\\\/#listItem\",\"position\":4,\"name\":\"No More Fake Data! Solusi untuk Mencegah Manipulasi Data Pada Sistem Reporting\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/category\\\/crocodic-dec\\\/mobile-apps-development\\\/#listItem\",\"name\":\"Mobile Apps Development\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/#organization\",\"name\":\"Crocodic\",\"description\":\"Kami sebagai software house yang fokus pada custom software, ERP dan solusi AI yang adaptif untuk enterprise di Indonesia. Dipercaya 320+ perusahaan sejak 2009\",\"url\":\"https:\\\/\\\/crocodic.com\\\/en\\\/\",\"email\":\"marketing@crocodic.com\",\"telephone\":\"+6282138272707\",\"foundingDate\":\"2009-10-08\",\"numberOfEmployees\":{\"@type\":\"QuantitativeValue\",\"value\":50},\"logo\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/crocodic.com\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/cropped-fav_icon_crocrocodic-2.png\",\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/solusi-untuk-mencegah-fake-data\\\/#organizationLogo\",\"width\":512,\"height\":512,\"caption\":\"logo crocodic\"},\"image\":{\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/solusi-untuk-mencegah-fake-data\\\/#organizationLogo\"},\"sameAs\":[\"https:\\\/\\\/www.instagram.com\\\/crocodic.indonesia\\\/\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/crocodic-studio\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/author\\\/yazid\\\/#author\",\"url\":\"https:\\\/\\\/crocodic.com\\\/en\\\/author\\\/yazid\\\/\",\"name\":\"nuryazid\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/solusi-untuk-mencegah-fake-data\\\/#authorImage\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/f869955e02ff142bc379af1733813cd18e9549fc9fe1d7bd3c7319b589d61305?s=96&r=g\",\"width\":96,\"height\":96,\"caption\":\"nuryazid\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/solusi-untuk-mencegah-fake-data\\\/#webpage\",\"url\":\"https:\\\/\\\/crocodic.com\\\/en\\\/solusi-untuk-mencegah-fake-data\\\/\",\"name\":\"Solusi untuk Mencegah Manipulasi Data Pada Sistem Reporting\",\"description\":\"Sistem reporting rawan akan manipulasi ketika input data. Padahal, kita membutuhkan data yang valid. Bagaimana pencegahannya? Simak artikel dari Crocodic ini.\",\"inLanguage\":\"en-US\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/solusi-untuk-mencegah-fake-data\\\/#breadcrumblist\"},\"author\":{\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/author\\\/yazid\\\/#author\"},\"creator\":{\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/author\\\/yazid\\\/#author\"},\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/crocodic.com\\\/wp-content\\\/uploads\\\/2023\\\/08\\\/Tumbnail-No-More-Fake-Data-1.png\",\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/solusi-untuk-mencegah-fake-data\\\/#mainImage\",\"width\":1800,\"height\":949},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/solusi-untuk-mencegah-fake-data\\\/#mainImage\"},\"datePublished\":\"2023-08-27T11:16:00+07:00\",\"dateModified\":\"2023-10-06T06:29:12+07:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/crocodic.com\\\/en\\\/\",\"name\":\"Crocodic\",\"description\":\"Adaptive Business Systems Partner\",\"inLanguage\":\"en-US\",\"publisher\":{\"@id\":\"https:\\\/\\\/crocodic.com\\\/en\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"Solusi untuk Mencegah Manipulasi Data Pada Sistem Reporting","description":"Sistem reporting rawan akan manipulasi ketika input data. Padahal, kita membutuhkan data yang valid. Bagaimana pencegahannya? Simak artikel dari Crocodic ini.","canonical_url":"https:\/\/crocodic.com\/en\/solusi-untuk-mencegah-fake-data\/","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"BlogPosting","@id":"https:\/\/crocodic.com\/en\/solusi-untuk-mencegah-fake-data\/#blogposting","name":"Solusi untuk Mencegah Manipulasi Data Pada Sistem Reporting","headline":"No More Fake Data! Solusi untuk Mencegah Manipulasi Data Pada Sistem Reporting","author":{"@id":"https:\/\/crocodic.com\/en\/author\/yazid\/#author"},"publisher":{"@id":"https:\/\/crocodic.com\/en\/#organization"},"image":{"@type":"ImageObject","url":"https:\/\/crocodic.com\/wp-content\/uploads\/2023\/08\/Tumbnail-No-More-Fake-Data-1.png","width":1800,"height":949},"datePublished":"2023-08-27T11:16:00+07:00","dateModified":"2023-10-06T06:29:12+07:00","inLanguage":"en-US","mainEntityOfPage":{"@id":"https:\/\/crocodic.com\/en\/solusi-untuk-mencegah-fake-data\/#webpage"},"isPartOf":{"@id":"https:\/\/crocodic.com\/en\/solusi-untuk-mencegah-fake-data\/#webpage"},"articleSection":"Mobile Apps Development, Reporting App, cameraX, fake data, security, sistem report, To Inspire Content"},{"@type":"BreadcrumbList","@id":"https:\/\/crocodic.com\/en\/solusi-untuk-mencegah-fake-data\/#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/crocodic.com\/en\/#listItem","position":1,"name":"Home","item":"https:\/\/crocodic.com\/en\/","nextItem":{"@type":"ListItem","@id":"https:\/\/crocodic.com\/en\/category\/crocodic-dec\/#listItem","name":"Crocodic Development"}},{"@type":"ListItem","@id":"https:\/\/crocodic.com\/en\/category\/crocodic-dec\/#listItem","position":2,"name":"Crocodic Development","item":"https:\/\/crocodic.com\/en\/category\/crocodic-dec\/","nextItem":{"@type":"ListItem","@id":"https:\/\/crocodic.com\/en\/category\/crocodic-dec\/mobile-apps-development\/#listItem","name":"Mobile Apps Development"},"previousItem":{"@type":"ListItem","@id":"https:\/\/crocodic.com\/en\/#listItem","name":"Home"}},{"@type":"ListItem","@id":"https:\/\/crocodic.com\/en\/category\/crocodic-dec\/mobile-apps-development\/#listItem","position":3,"name":"Mobile Apps Development","item":"https:\/\/crocodic.com\/en\/category\/crocodic-dec\/mobile-apps-development\/","nextItem":{"@type":"ListItem","@id":"https:\/\/crocodic.com\/en\/solusi-untuk-mencegah-fake-data\/#listItem","name":"No More Fake Data! Solusi untuk Mencegah Manipulasi Data Pada Sistem Reporting"},"previousItem":{"@type":"ListItem","@id":"https:\/\/crocodic.com\/en\/category\/crocodic-dec\/#listItem","name":"Crocodic Development"}},{"@type":"ListItem","@id":"https:\/\/crocodic.com\/en\/solusi-untuk-mencegah-fake-data\/#listItem","position":4,"name":"No More Fake Data! Solusi untuk Mencegah Manipulasi Data Pada Sistem Reporting","previousItem":{"@type":"ListItem","@id":"https:\/\/crocodic.com\/en\/category\/crocodic-dec\/mobile-apps-development\/#listItem","name":"Mobile Apps Development"}}]},{"@type":"Organization","@id":"https:\/\/crocodic.com\/en\/#organization","name":"Crocodic","description":"Kami sebagai software house yang fokus pada custom software, ERP dan solusi AI yang adaptif untuk enterprise di Indonesia. Dipercaya 320+ perusahaan sejak 2009","url":"https:\/\/crocodic.com\/en\/","email":"marketing@crocodic.com","telephone":"+6282138272707","foundingDate":"2009-10-08","numberOfEmployees":{"@type":"QuantitativeValue","value":50},"logo":{"@type":"ImageObject","url":"https:\/\/crocodic.com\/wp-content\/uploads\/2023\/07\/cropped-fav_icon_crocrocodic-2.png","@id":"https:\/\/crocodic.com\/en\/solusi-untuk-mencegah-fake-data\/#organizationLogo","width":512,"height":512,"caption":"logo crocodic"},"image":{"@id":"https:\/\/crocodic.com\/en\/solusi-untuk-mencegah-fake-data\/#organizationLogo"},"sameAs":["https:\/\/www.instagram.com\/crocodic.indonesia\/","https:\/\/www.linkedin.com\/company\/crocodic-studio\/"]},{"@type":"Person","@id":"https:\/\/crocodic.com\/en\/author\/yazid\/#author","url":"https:\/\/crocodic.com\/en\/author\/yazid\/","name":"nuryazid","image":{"@type":"ImageObject","@id":"https:\/\/crocodic.com\/en\/solusi-untuk-mencegah-fake-data\/#authorImage","url":"https:\/\/secure.gravatar.com\/avatar\/f869955e02ff142bc379af1733813cd18e9549fc9fe1d7bd3c7319b589d61305?s=96&r=g","width":96,"height":96,"caption":"nuryazid"}},{"@type":"WebPage","@id":"https:\/\/crocodic.com\/en\/solusi-untuk-mencegah-fake-data\/#webpage","url":"https:\/\/crocodic.com\/en\/solusi-untuk-mencegah-fake-data\/","name":"Solusi untuk Mencegah Manipulasi Data Pada Sistem Reporting","description":"Sistem reporting rawan akan manipulasi ketika input data. Padahal, kita membutuhkan data yang valid. Bagaimana pencegahannya? Simak artikel dari Crocodic ini.","inLanguage":"en-US","isPartOf":{"@id":"https:\/\/crocodic.com\/en\/#website"},"breadcrumb":{"@id":"https:\/\/crocodic.com\/en\/solusi-untuk-mencegah-fake-data\/#breadcrumblist"},"author":{"@id":"https:\/\/crocodic.com\/en\/author\/yazid\/#author"},"creator":{"@id":"https:\/\/crocodic.com\/en\/author\/yazid\/#author"},"image":{"@type":"ImageObject","url":"https:\/\/crocodic.com\/wp-content\/uploads\/2023\/08\/Tumbnail-No-More-Fake-Data-1.png","@id":"https:\/\/crocodic.com\/en\/solusi-untuk-mencegah-fake-data\/#mainImage","width":1800,"height":949},"primaryImageOfPage":{"@id":"https:\/\/crocodic.com\/en\/solusi-untuk-mencegah-fake-data\/#mainImage"},"datePublished":"2023-08-27T11:16:00+07:00","dateModified":"2023-10-06T06:29:12+07:00"},{"@type":"WebSite","@id":"https:\/\/crocodic.com\/en\/#website","url":"https:\/\/crocodic.com\/en\/","name":"Crocodic","description":"Adaptive Business Systems Partner","inLanguage":"en-US","publisher":{"@id":"https:\/\/crocodic.com\/en\/#organization"}}]},"og:locale":"en_US","og:site_name":"Crocodic - Adaptive Business Systems Partner","og:type":"article","og:title":"Solusi untuk Mencegah Manipulasi Data Pada Sistem Reporting","og:description":"Sistem reporting rawan akan manipulasi ketika input data. Padahal, kita membutuhkan data yang valid. Bagaimana pencegahannya? Simak artikel dari Crocodic ini.","og:url":"https:\/\/crocodic.com\/en\/solusi-untuk-mencegah-fake-data\/","og:image":"https:\/\/crocodic.com\/wp-content\/uploads\/2025\/10\/crocodic-landscape-logo.png","og:image:secure_url":"https:\/\/crocodic.com\/wp-content\/uploads\/2025\/10\/crocodic-landscape-logo.png","og:image:width":1200,"og:image:height":300,"article:published_time":"2023-08-27T04:16:00+00:00","article:modified_time":"2023-10-05T23:29:12+00:00","twitter:card":"summary_large_image","twitter:title":"Solusi untuk Mencegah Manipulasi Data Pada Sistem Reporting","twitter:description":"Sistem reporting rawan akan manipulasi ketika input data. Padahal, kita membutuhkan data yang valid. Bagaimana pencegahannya? Simak artikel dari Crocodic ini.","twitter:image":"https:\/\/crocodic.com\/wp-content\/uploads\/2025\/10\/crocodic-landscape-logo.png"},"aioseo_meta_data":{"post_id":"11210","title":"Solusi untuk Mencegah Manipulasi Data Pada Sistem Reporting","description":null,"keywords":[],"keyphrases":{"focus":{"keyphrase":null,"score":73,"analysis":{"keyphraseInTitle":{"title":"Focus keyphrase in SEO title","description":"Focus keyphrase found in SEO title.","score":9,"maxScore":9,"error":0},"keyphraseInDescription":{"title":"Focus keyphrase in meta description","description":"Focus keyphrase found in meta description.","score":9,"maxScore":9,"error":0},"keyphraseLength":{"title":"Focus keyphrase length","description":"Good job!","score":9,"maxScore":9,"error":0,"length":2},"keyphraseInURL":{"title":"Focus keyphrase in URL","description":"Focus keyphrase not found in the URL.","score":1,"maxScore":5,"error":1},"keyphraseInIntroduction":{"title":"Focus keyphrase in introduction","description":"Your Focus keyphrase appears in the first paragraph. Well done!","score":9,"maxScore":9,"error":0},"keyphraseInSubHeadings":{"title":"Focus keyphrase in Subheadings","description":"Use your focus keyphrase more in your H2 and H3 subheadings.","score":3,"maxScore":9,"error":1},"keyphraseInImageAlt":{"title":"Focus keyphrase in image alt attributes","description":"Focus keyphrase not found in image alt attribute(s). Add an image with your Focus keyphrase as alt text.","score":3,"maxScore":9,"error":1}}},"additional":[]},"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":"","og_custom_url":null,"og_article_section":null,"og_article_tags":[],"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":"-1","robots_max_videopreview":"-1","robots_max_imagepreview":"large","priority":null,"frequency":"default","local_seo":null,"breadcrumb_settings":null,"limit_modified_date":false,"ai":null,"created":"2023-08-25 04:11:25","updated":"2026-04-03 04:08:11","seo_analyzer_scan_date":null,"focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/crocodic.com\/en\/\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">\u00bb<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/crocodic.com\/en\/category\/crocodic-dec\/\" title=\"Crocodic Development\">Crocodic Development<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">\u00bb<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/crocodic.com\/en\/category\/crocodic-dec\/mobile-apps-development\/\" title=\"Mobile Apps Development\">Mobile Apps Development<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">\u00bb<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\tNo More Fake Data! Solusi untuk Mencegah Manipulasi Data Pada Sistem Reporting\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/crocodic.com\/en\/"},{"label":"Crocodic Development","link":"https:\/\/crocodic.com\/en\/category\/crocodic-dec\/"},{"label":"Mobile Apps Development","link":"https:\/\/crocodic.com\/en\/category\/crocodic-dec\/mobile-apps-development\/"},{"label":"No More Fake Data! Solusi untuk Mencegah Manipulasi Data Pada Sistem Reporting","link":"https:\/\/crocodic.com\/en\/solusi-untuk-mencegah-fake-data\/"}],"_links":{"self":[{"href":"https:\/\/crocodic.com\/en\/wp-json\/wp\/v2\/posts\/11210","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/crocodic.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/crocodic.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/crocodic.com\/en\/wp-json\/wp\/v2\/users\/39"}],"replies":[{"embeddable":true,"href":"https:\/\/crocodic.com\/en\/wp-json\/wp\/v2\/comments?post=11210"}],"version-history":[{"count":3,"href":"https:\/\/crocodic.com\/en\/wp-json\/wp\/v2\/posts\/11210\/revisions"}],"predecessor-version":[{"id":11408,"href":"https:\/\/crocodic.com\/en\/wp-json\/wp\/v2\/posts\/11210\/revisions\/11408"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/crocodic.com\/en\/wp-json\/wp\/v2\/media\/11219"}],"wp:attachment":[{"href":"https:\/\/crocodic.com\/en\/wp-json\/wp\/v2\/media?parent=11210"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/crocodic.com\/en\/wp-json\/wp\/v2\/categories?post=11210"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/crocodic.com\/en\/wp-json\/wp\/v2\/tags?post=11210"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}