{"id":1980,"date":"2024-05-18T07:07:12","date_gmt":"2024-05-18T07:07:12","guid":{"rendered":"https:\/\/dltlt.famnit.upr.si\/?p=1980"},"modified":"2024-05-18T07:10:26","modified_gmt":"2024-05-18T07:10:26","slug":"nft-washtrade-discovery","status":"publish","type":"post","link":"https:\/\/dltlt.famnit.upr.si\/index.php\/2024\/05\/18\/nft-washtrade-discovery\/","title":{"rendered":"NFT washtrade discovery"},"content":{"rendered":"\n<p>Wash trading in decentralized markets remains a significant concern magnified by the pseudonymous and public nature of blockchains. In this paper we introduce an innovative methodology designed to detect wash trading activities beyond surface-level transactions.<br>Our approach integrates NFT ownership traces with the Ethereum Transaction Network, encompassing the complete historical record of all Ethereum account normal transactions.<br>By analyzing both networks, our method offers a notable advancement over techniques proposed by existing research.<br><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/dltlt.famnit.upr.si\/wp-content\/uploads\/2024\/05\/img1-1024x576.png\" alt=\"\" class=\"wp-image-1982\" srcset=\"https:\/\/dltlt.famnit.upr.si\/wp-content\/uploads\/2024\/05\/img1-1024x576.png 1024w, https:\/\/dltlt.famnit.upr.si\/wp-content\/uploads\/2024\/05\/img1-300x169.png 300w, https:\/\/dltlt.famnit.upr.si\/wp-content\/uploads\/2024\/05\/img1-768x432.png 768w, https:\/\/dltlt.famnit.upr.si\/wp-content\/uploads\/2024\/05\/img1-1536x864.png 1536w, https:\/\/dltlt.famnit.upr.si\/wp-content\/uploads\/2024\/05\/img1.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>We analyzed the wash trading activity of 7 notable NFT collections.<br>Our results show that wash trading in unregulated NFT markets is an underestimated concern and is much more widespread both in terms of frequency as well as volume.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/dltlt.famnit.upr.si\/wp-content\/uploads\/2024\/05\/img0-1024x576.png\" alt=\"\" class=\"wp-image-1981\" srcset=\"https:\/\/dltlt.famnit.upr.si\/wp-content\/uploads\/2024\/05\/img0-1024x576.png 1024w, https:\/\/dltlt.famnit.upr.si\/wp-content\/uploads\/2024\/05\/img0-300x169.png 300w, https:\/\/dltlt.famnit.upr.si\/wp-content\/uploads\/2024\/05\/img0-768x432.png 768w, https:\/\/dltlt.famnit.upr.si\/wp-content\/uploads\/2024\/05\/img0-1536x864.png 1536w, https:\/\/dltlt.famnit.upr.si\/wp-content\/uploads\/2024\/05\/img0.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n","protected":false},"excerpt":{"rendered":"<p>Wash trading in decentralized markets remains a significant concern magnified by the pseudonymous and public nature of blockchains. In this&hellip;<\/p>\n","protected":false},"author":3,"featured_media":1982,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-1980","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-projects"],"_links":{"self":[{"href":"https:\/\/dltlt.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/posts\/1980","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dltlt.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dltlt.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dltlt.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/dltlt.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/comments?post=1980"}],"version-history":[{"count":1,"href":"https:\/\/dltlt.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/posts\/1980\/revisions"}],"predecessor-version":[{"id":1983,"href":"https:\/\/dltlt.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/posts\/1980\/revisions\/1983"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dltlt.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/media\/1982"}],"wp:attachment":[{"href":"https:\/\/dltlt.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/media?parent=1980"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dltlt.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/categories?post=1980"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dltlt.famnit.upr.si\/index.php\/wp-json\/wp\/v2\/tags?post=1980"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}