{"id":6166,"date":"2022-12-15T06:34:01","date_gmt":"2022-12-15T06:34:01","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2022\/12\/15\/sentiment-analysis-on-encrypted-data-with-homomorphic-encryption\/"},"modified":"2022-12-15T06:34:01","modified_gmt":"2022-12-15T06:34:01","slug":"sentiment-analysis-on-encrypted-data-with-homomorphic-encryption","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2022\/12\/15\/sentiment-analysis-on-encrypted-data-with-homomorphic-encryption\/","title":{"rendered":"Sentiment Analysis on Encrypted Data with Homomorphic Encryption"},"content":{"rendered":"<p>Author: Matt Mayo Editor<\/p>\n<div>This blog post uses the Concrete-ML library, allowing data scientists to use machine learning models in fully homomorphic encryption (FHE) settings without any prior knowledge of cryptography. We provide a practical tutorial on how to use the library to build a sentiment analysis model on encrypted data.<\/div>\n<p><a href=\"https:\/\/www.kdnuggets.com\/2022\/12\/zama-sentiment-analysis-encrypted-data-homomorphic-encryption.html?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=sentiment-analysis-on-encrypted-data-with-homomorphic-encryption\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Matt Mayo Editor This blog post uses the Concrete-ML library, allowing data scientists to use machine learning models in fully homomorphic encryption (FHE) settings [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2022\/12\/15\/sentiment-analysis-on-encrypted-data-with-homomorphic-encryption\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":456,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[26],"tags":[],"_links":{"self":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/6166"}],"collection":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/comments?post=6166"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/6166\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/466"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=6166"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=6166"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=6166"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}