{"id":33157,"date":"2025-03-24T18:28:00","date_gmt":"2025-03-24T17:28:00","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/do-you-need-to-prove-your-dataset-is-authentic\/"},"modified":"2025-03-24T18:28:00","modified_gmt":"2025-03-24T17:28:00","slug":"do-you-need-to-prove-your-dataset-is-authentic","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/do-you-need-to-prove-your-dataset-is-authentic\/","title":{"rendered":"Do You Need To Prove Your Dataset Is Authentic?"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>I\u2019m building a cybersecurity tool (planning to open source it soon) that helps data providers prove their data is real, accurate, and untampered.<\/p>\n<p>It plugs into your database and generates cryptographic proofs and logs of all data operations, like when data was created, where it came from, and whether it was modified through life. It can also verify that queries run on the data were performed correctly.<\/p>\n<p>This could be useful if you\u2019re:<\/p>\n<p>\u2022 Selling proprietary datasets and want to prove authenticity<\/p>\n<p>\u2022 Sharing sensitive reports or metrics with partners<\/p>\n<p>\u2022 Allowing external parties to inspect your data without exposing raw data or making copies<\/p>\n<p>This isn\u2019t about DRM or encryption. It\u2019s about giving external users confidence in your data; without requiring them to blindly trust you.<\/p>\n<p>I\u2019d love to know:<\/p>\n<p>\u2022 If you sell or license data, have buyers ever asked for proof of origin or correctness?<\/p>\n<p>\u2022 If you buy datasets, do you worry about how trustworthy or fresh they are?<\/p>\n<p>\u2022 Have you ever lost a deal because there was a lack of trust in the data?<\/p>\n<p>Curious to know if this sounds like something useful or if it\u2019s a solution looking for a problem.<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/No_Telephone_9513\"> \/u\/No_Telephone_9513 <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1jiv0hb\/do_you_need_to_prove_your_dataset_is_authentic\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1jiv0hb\/do_you_need_to_prove_your_dataset_is_authentic\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-33157 jlk' href='javascript:void(0)' data-task='like' data-post_id='33157' data-nonce='65e0e39b87' rel='nofollow'><img class='wti-pixel' src='https:\/\/www.graviton.at\/letterswaplibrary\/wp-content\/plugins\/wti-like-post\/images\/pixel.gif' title='Like' \/><span class='lc-33157 lc'>0<\/span><\/a><\/div><\/div> <div class='status-33157 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>I\u2019m building a cybersecurity tool (planning to open source it soon) that helps data providers prove their&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85],"tags":[],"class_list":["post-33157","post","type-post","status-publish","format-standard","hentry","category-datatards","wpcat-85-id"],"_links":{"self":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/33157","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/comments?post=33157"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/33157\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=33157"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=33157"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=33157"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}