{"id":2600,"date":"2026-02-02T18:25:25","date_gmt":"2026-02-02T16:25:25","guid":{"rendered":"https:\/\/hria.upb.ro\/?post_type=dt_portfolio&#038;p=2600"},"modified":"2026-02-03T16:53:00","modified_gmt":"2026-02-03T14:53:00","slug":"improving-waf-performance-with-advanced-ml-models-from-rnn-to-gru-and-lstm","status":"publish","type":"dt_portfolio","link":"https:\/\/hria.upb.ro\/en\/eveniment\/improving-waf-performance-with-advanced-ml-models-from-rnn-to-gru-and-lstm\/","title":{"rendered":"Improving WAF Performance with Advanced ML Models: From RNN to GRU and LSTM"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row][vc_column][vc_column_text css=&#8221;&#8221;]<\/p>\n<p style=\"text-align: justify;\"><strong>Improving WAF Performance with Advanced ML Models: From RNN to GRU and LSTM<\/strong>. Cristian Chindrus and Constantin-Florin C\u0103runtu. In: Proceedings of the 29th International Conference on System Theory, Control and Computing, October 2025, Cluj-Napoca, Rom\u00e2nia, <a href=\"https:\/\/doi.org\/10.1109\/icstcc66753.2025.11240342\" target=\"_blank\" rel=\"noopener\">DOI: 10.1109\/icstcc66753.2025.11240342<\/a>.<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column][vc_column_text css=&#8221;&#8221;] Improving WAF Performance with Advanced ML Models: From RNN to GRU and LSTM. Cristian Chindrus and Constantin-Florin C\u0103runtu. In: Proceedings of the 29th International Conference on System Theory, Control and Computing, October 2025, Cluj-Napoca, Rom\u00e2nia, DOI: 10.1109\/icstcc66753.2025.11240342. [\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n","protected":false},"author":1,"featured_media":1997,"comment_status":"closed","ping_status":"closed","template":"","dt_portfolio_category":[35,34,40,44],"dt_portfolio_tags":[],"class_list":["post-2600","dt_portfolio","type-dt_portfolio","status-publish","has-post-thumbnail","hentry","dt_portfolio_category-conferinta","dt_portfolio_category-lucrari-stiintifice","dt_portfolio_category-sp_tuiasi","dt_portfolio_category-sp_tuiasi_conf","dt_portfolio_category-35","dt_portfolio_category-34","dt_portfolio_category-40","dt_portfolio_category-44","description-off"],"translation":{"provider":"WPGlobus","version":"3.0.2","language":"en","enabled_languages":["ro","en"],"languages":{"ro":{"title":true,"content":true,"excerpt":false},"en":{"title":false,"content":false,"excerpt":false}}},"_links":{"self":[{"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/dt_portfolio\/2600","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/dt_portfolio"}],"about":[{"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/types\/dt_portfolio"}],"author":[{"embeddable":true,"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/comments?post=2600"}],"version-history":[{"count":0,"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/dt_portfolio\/2600\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/media\/1997"}],"wp:attachment":[{"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/media?parent=2600"}],"wp:term":[{"taxonomy":"dt_portfolio_category","embeddable":true,"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/dt_portfolio_category?post=2600"},{"taxonomy":"dt_portfolio_tags","embeddable":true,"href":"https:\/\/hria.upb.ro\/en\/wp-json\/wp\/v2\/dt_portfolio_tags?post=2600"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}