{"id":11782,"date":"2024-09-09T08:08:45","date_gmt":"2024-09-09T08:08:45","guid":{"rendered":"https:\/\/komorebi.ai\/?page_id=11782"},"modified":"2024-09-09T09:17:53","modified_gmt":"2024-09-09T09:17:53","slug":"seguridad-llm-contra-ataques-jailbreak","status":"publish","type":"page","link":"https:\/\/komorebi.ai\/en\/publicaciones\/seguridad-llm-contra-ataques-jailbreak\/","title":{"rendered":"Mejorando la seguridad de los LLMs contra ataques de \u00abjailbreak\u00bb"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"11782\" class=\"elementor elementor-11782\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5c9d01b6 e-flex e-con-boxed e-con e-parent\" data-id=\"5c9d01b6\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b5d94d0 elementor-widget elementor-widget-heading\" data-id=\"b5d94d0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Enhancing AI LLM security against jailbreak attacks<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7e8f34f9 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"7e8f34f9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">ICML Workshop on Foundation Models in the Wild<\/span><span style=\"font-weight: 400;\">, 2024<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bb0019b e-con-full e-flex e-con e-parent\" data-id=\"bb0019b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-99409dd elementor-widget-tablet__width-initial elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"99409dd\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:200}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Abstract<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3b727a6 elementor-widget elementor-widget-text-editor\" data-id=\"3b727a6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tThe robustness of large language models (LLMs) against adversarial manipulations, such as jailbreak attacks, remains a significant challenge. In this work, we propose an approach that enhances the self-critique capability of the LLM and further fine-tunes it over sanitized synthetic data.\n<br><br>\nThis is done with the addition of an external critic model that can be merged with the original, thus bolstering self-critique capabilities and improving the robustness of the LLMs response to adversarial prompts. \n<br><br>\nOur results demonstrate that the combination of merging and self-critique can reduce the attack success rate of adversaries significantly, thus offering a promising defense mechanism against jailbreak attacks.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-35e2179 elementor-section-full_width elementor-section-height-min-height elementor-section-items-stretch elementor-section-content-middle elementor-hidden-mobile elementor-section-height-default\" data-id=\"35e2179\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c8906c6\" data-id=\"c8906c6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7f316d7 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"7f316d7\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:2,&quot;sizes&quot;:[]},&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:100}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-286ed73 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"286ed73\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.5,&quot;sizes&quot;:[]},&quot;motion_fx_translateX_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb945f3 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"cb945f3\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:100}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5df8c37 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"5df8c37\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_direction&quot;:&quot;negative&quot;,&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:2,&quot;sizes&quot;:[]},&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:49}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-b526624 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b526624\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-ad6ac88\" data-id=\"ad6ac88\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-86f4a73 elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"86f4a73\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_delay&quot;:400}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Enhancing AI LLM robustness and security against jailbreak attacks<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-602da49 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"602da49\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;motion_fx_translateX_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d57ecd elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"8d57ecd\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_direction&quot;:&quot;negative&quot;,&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:49}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea32f60 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"ea32f60\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateY_direction&quot;:&quot;negative&quot;,&quot;motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:100}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f15df72 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"f15df72\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_direction&quot;:&quot;negative&quot;,&quot;motion_fx_translateX_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0.5,&quot;sizes&quot;:[]},&quot;motion_fx_translateX_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4db24ea elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"4db24ea\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0.5,&quot;sizes&quot;:[]},&quot;motion_fx_translateX_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32a20b1 elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"32a20b1\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;motion_fx_translateX_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c3918c elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-absolute elementor-widget-mobile__width-initial elementor-widget elementor-widget-spacer\" data-id=\"1c3918c\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_effect&quot;:&quot;yes&quot;,&quot;motion_fx_translateX_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1,&quot;sizes&quot;:[]},&quot;motion_fx_translateX_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:50}},&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-2524be6 e-flex e-con-boxed e-con e-parent\" data-id=\"2524be6\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fe8547a elementor-widget-tablet__width-initial elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"fe8547a\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:200}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Where does it apply?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4045cae elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"4045cae\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container translation-block\">Enhanced robustness of large language models can benefit industries like finance, healthcare, retail, automotive, telecommunications, legal, and manufacturing by improving security, efficiency, and reliability.\n<br><br>\nApplications include customer service automation, fraud detection, data security, compliance, and internal processes. Robust LLMs provide reliable responses, protect sensitive data, ensure regulatory compliance, and secure proprietary information. \n<br><br>\nThis leads to better decision-making and overall operational efficiency, safeguarding businesses from malicious attacks and maintaining user trust in AI applications.<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b3dbf71 e-con-full e-flex e-con e-parent\" data-id=\"b3dbf71\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ac2a31a e-con-full e-flex e-con e-parent\" data-id=\"ac2a31a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d805e3b elementor-invisible elementor-widget elementor-widget-image\" data-id=\"d805e3b\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInLeft&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2024\/09\/Enhancing-AI-LLM-security-against-jailbreak-attacks-v2.jpg\" class=\"attachment-full size-full wp-image-11847\" alt=\"Mejorando la seguridad de los LLMs contra ataques de &quot;jailbreak&quot;\" srcset=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2024\/09\/Enhancing-AI-LLM-security-against-jailbreak-attacks-v2.jpg 1024w, https:\/\/komorebi.ai\/wp-content\/uploads\/2024\/09\/Enhancing-AI-LLM-security-against-jailbreak-attacks-v2-300x225.jpg 300w, https:\/\/komorebi.ai\/wp-content\/uploads\/2024\/09\/Enhancing-AI-LLM-security-against-jailbreak-attacks-v2-768x576.jpg 768w, https:\/\/komorebi.ai\/wp-content\/uploads\/2024\/09\/Enhancing-AI-LLM-security-against-jailbreak-attacks-v2-16x12.jpg 16w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d16cd39 e-con-full e-flex e-con e-parent\" data-id=\"d16cd39\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ec5990d elementor-widget-tablet__width-initial elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"ec5990d\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;,&quot;_animation_delay&quot;:200}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Why does it matter?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a59b618 elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"a59b618\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container translation-block\">This research is crucial as <strong>it strengthens LLM security,<\/strong> protecting systems from malicious manipulation and ensuring reliable, robust language models. \n<br><br>\nLarge language models, like the ones used in chatbots or virtual assistants, can be tricked or manipulated by hackers through \"jailbreak attacks.\" By improving the defenses of these models, the study helps prevent such attacks, ensuring that AI systems behave as expected and provide safe, accurate, and trustworthy information to users. \n<br><br>\nThis enhances overall technology safety and user trust in AI applications.<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0b7e348 e-flex e-con-boxed e-con e-parent\" data-id=\"0b7e348\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-892592b elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"892592b\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-40fbdec9 e-con-full e-flex e-con e-parent\" data-id=\"40fbdec9\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2d492803 e-con-full e-flex e-con e-parent\" data-id=\"2d492803\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a9131a1 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"a9131a1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Enhancing AI LLM security against jailbreak attacks<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d9e67d elementor-widget elementor-widget-text-editor\" data-id=\"8d9e67d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">ICML Workshop on Foundation Models in the Wild, 2024<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1915435 elementor-widget__width-initial elementor-widget-mobile__width-inherit elementor-invisible elementor-widget elementor-widget-testimonial\" data-id=\"1915435\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"testimonial.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial-wrapper\">\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-testimonial-meta elementor-has-image elementor-testimonial-image-position-aside\">\n\t\t\t\t<div class=\"elementor-testimonial-meta-inner\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial-image\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/in\/vicgalle\/\" target=\"_blank\"><img decoding=\"async\" width=\"1000\" height=\"1000\" src=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2022\/10\/36DB691C-8C43-4657-B80C-B16430B37153-e1666278590142.jpg\" class=\"attachment-full size-full wp-image-5417\" alt=\"\" srcset=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2022\/10\/36DB691C-8C43-4657-B80C-B16430B37153-e1666278590142.jpg 1000w, https:\/\/komorebi.ai\/wp-content\/uploads\/2022\/10\/36DB691C-8C43-4657-B80C-B16430B37153-e1666278590142-300x300.jpg 300w, https:\/\/komorebi.ai\/wp-content\/uploads\/2022\/10\/36DB691C-8C43-4657-B80C-B16430B37153-e1666278590142-150x150.jpg 150w, https:\/\/komorebi.ai\/wp-content\/uploads\/2022\/10\/36DB691C-8C43-4657-B80C-B16430B37153-e1666278590142-768x768.jpg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/a>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial-details\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-testimonial-name\" href=\"https:\/\/www.linkedin.com\/in\/vicgalle\/\" target=\"_blank\">Victor Gallego <\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-testimonial-job\" href=\"https:\/\/www.linkedin.com\/in\/vicgalle\/\" target=\"_blank\">Chief Research Officer<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb52506 elementor-align-left elementor-mobile-align-left elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"eb52506\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-size-sm elementor-animation-float\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">AI Security, LLM<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-73c050a elementor-align-left elementor-mobile-align-left elementor-invisible elementor-widget elementor-widget-button\" data-id=\"73c050a\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;bounceInUp&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-float\" href=\"https:\/\/arxiv.org\/pdf\/2406.07188\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-file-download\" viewbox=\"0 0 384 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224 136V0H24C10.7 0 0 10.7 0 24v464c0 13.3 10.7 24 24 24h336c13.3 0 24-10.7 24-24V160H248c-13.2 0-24-10.8-24-24zm76.45 211.36l-96.42 95.7c-6.65 6.61-17.39 6.61-24.04 0l-96.42-95.7C73.42 337.29 80.54 320 94.82 320H160v-80c0-8.84 7.16-16 16-16h32c8.84 0 16 7.16 16 16v80h65.18c14.28 0 21.4 17.29 11.27 27.36zM377 105L279.1 7c-4.5-4.5-10.6-7-17-7H256v128h128v-6.1c0-6.3-2.5-12.4-7-16.9z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Source<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b11e51 elementor-widget elementor-widget-image\" data-id=\"4b11e51\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"636\" height=\"851\" src=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2024\/09\/Enhancing-AI-LLM-security-against-jailbreak-attacks-graph.png\" class=\"attachment-large size-large wp-image-11803\" alt=\"Enhancing AI LLM security against jailbreak attacks graph\" srcset=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2024\/09\/Enhancing-AI-LLM-security-against-jailbreak-attacks-graph.png 636w, https:\/\/komorebi.ai\/wp-content\/uploads\/2024\/09\/Enhancing-AI-LLM-security-against-jailbreak-attacks-graph-224x300.png 224w, https:\/\/komorebi.ai\/wp-content\/uploads\/2024\/09\/Enhancing-AI-LLM-security-against-jailbreak-attacks-graph-9x12.png 9w\" sizes=\"(max-width: 636px) 100vw, 636px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-90a21bd e-flex e-con-boxed e-con e-parent\" data-id=\"90a21bd\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d72fba7 elementor-widget elementor-widget-spacer\" data-id=\"d72fba7\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3af5eaf elementor-widget elementor-widget-heading\" data-id=\"3af5eaf\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Other publications<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d5d0693 elementor-hidden-mobile e-flex e-con-boxed e-con e-parent\" data-id=\"d5d0693\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-a1d2668 e-con-full e-flex e-con e-parent\" data-id=\"a1d2668\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2c0efab elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"2c0efab\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"175\" src=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/user-experience-scaled-e1691050596444-300x175.jpg\" class=\"attachment-medium size-medium wp-image-8810\" alt=\"Current Advances in Neural Networks\" srcset=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/user-experience-scaled-e1691050596444-300x175.jpg 300w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/user-experience-scaled-e1691050596444-1024x596.jpg 1024w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/user-experience-scaled-e1691050596444-768x447.jpg 768w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/user-experience-scaled-e1691050596444-1536x895.jpg 1536w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/user-experience-scaled-e1691050596444-2048x1193.jpg 2048w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/user-experience-scaled-e1691050596444-18x10.jpg 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-388bf16 e-con-full e-flex e-con e-parent\" data-id=\"388bf16\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2953c2b elementor-widget elementor-widget-image\" data-id=\"2953c2b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"1204\" src=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/pexels-pixabay-459728-2-e1692174985445.jpg\" class=\"attachment-2048x2048 size-2048x2048 wp-image-9258\" alt=\"industria\" srcset=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/pexels-pixabay-459728-2-e1692174985445.jpg 2048w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/pexels-pixabay-459728-2-e1692174985445-300x176.jpg 300w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/pexels-pixabay-459728-2-e1692174985445-1024x602.jpg 1024w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/pexels-pixabay-459728-2-e1692174985445-768x452.jpg 768w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/pexels-pixabay-459728-2-e1692174985445-1536x903.jpg 1536w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/08\/pexels-pixabay-459728-2-e1692174985445-18x12.jpg 18w\" sizes=\"(max-width: 2048px) 100vw, 2048px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ac7f221 e-con-full e-flex e-con e-parent\" data-id=\"ac7f221\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-943f682 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"943f682\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"445\" src=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/pexels-karolina-grabowska-4021775-2-scaled-e1691050671205-768x445.jpg\" class=\"attachment-medium_large size-medium_large wp-image-8586\" alt=\"Joint association of physical activity and body mass index with cardiovascular risk: a nationwide population-based cross-sectional study\" srcset=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/pexels-karolina-grabowska-4021775-2-scaled-e1691050671205-768x445.jpg 768w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/pexels-karolina-grabowska-4021775-2-scaled-e1691050671205-300x174.jpg 300w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/pexels-karolina-grabowska-4021775-2-scaled-e1691050671205-1024x594.jpg 1024w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/pexels-karolina-grabowska-4021775-2-scaled-e1691050671205-1536x891.jpg 1536w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/pexels-karolina-grabowska-4021775-2-scaled-e1691050671205-2048x1188.jpg 2048w, https:\/\/komorebi.ai\/wp-content\/uploads\/2023\/07\/pexels-karolina-grabowska-4021775-2-scaled-e1691050671205-18x10.jpg 18w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9067895 e-con-full e-flex e-con e-parent\" data-id=\"9067895\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c445d98 elementor-widget elementor-widget-heading\" data-id=\"c445d98\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Current Advances In Neural Networks\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7795d84 e-con-full e-flex e-con e-parent\" data-id=\"7795d84\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5be537d elementor-widget elementor-widget-heading\" data-id=\"5be537d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Inclusive dijet hadroproduction with a rapidity veto constraint\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-17573c7 e-con-full e-flex e-con e-parent\" data-id=\"17573c7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3cf59ee elementor-widget elementor-widget-heading\" data-id=\"3cf59ee\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Joint association of physical activity and body mass index with cardiovascular risk<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1fefe06 e-con-full e-flex e-con e-parent\" data-id=\"1fefe06\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e2e3f78 elementor-widget elementor-widget-text-editor\" data-id=\"e2e3f78\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The article reviews neural networks\u2019 progress emphasizing Bayesian approaches and highlights relevance in predictive analytics, customer behavior analysis, and risk management in business sectors.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-43f38d7 e-con-full e-flex e-con e-parent\" data-id=\"43f38d7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cd803ed elementor-widget elementor-widget-text-editor\" data-id=\"cd803ed\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The study explores parameters for perturbative expansion in particle collisions, helping in the understanding of particle physics. In the long term, this applies to fields like quantum computing, health technology, nuclear energy, and environmental monitoring.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b79ba87 e-con-full e-flex e-con e-parent\" data-id=\"b79ba87\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5118b45 elementor-widget elementor-widget-text-editor\" data-id=\"5118b45\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The study refutes the 'fat but fit' paradox, stressing the importance of weight loss in combination with physical activity to alleviate risks of cardiovascular diseases.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9fbaa6f e-con-full e-flex e-con e-parent\" data-id=\"9fbaa6f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-33a083f elementor-align-left elementor-mobile-align-left elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"33a083f\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-size-sm elementor-animation-float\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Neural networks, customer behavior analysis<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f6eadeb e-con-full e-flex e-con e-parent\" data-id=\"f6eadeb\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e7f8ca4 elementor-align-left elementor-mobile-align-left elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"e7f8ca4\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-size-sm elementor-animation-float\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Particle Physics, Big Data<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8cdb0d3 e-con-full e-flex e-con e-parent\" data-id=\"8cdb0d3\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2d6a048 elementor-align-left elementor-mobile-align-left elementor-widget__width-initial elementor-widget elementor-widget-button\" data-id=\"2d6a048\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-size-sm elementor-animation-float\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Data Analytics, Public health<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-585aa7f e-con-full e-flex e-con e-parent\" data-id=\"585aa7f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ba8f399 elementor-widget elementor-widget-text-editor\" data-id=\"ba8f399\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"https:\/\/komorebi.ai\/en\/current-advances-in-neural-networks\/\" target=\"_blank\" rel=\"noopener\">Learn More &gt;&gt;<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8c601cd e-con-full e-flex e-con e-parent\" data-id=\"8c601cd\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-effe2bb elementor-widget elementor-widget-text-editor\" data-id=\"effe2bb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"https:\/\/komorebi.ai\/en\/inclusive-dijet-hadroproduction-with-a-rapidity-veto-constraint\/\" target=\"_blank\" rel=\"noopener\">Learn More &gt;&gt;<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cb54835 e-con-full e-flex e-con e-parent\" data-id=\"cb54835\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e30cdb8 elementor-widget elementor-widget-text-editor\" data-id=\"e30cdb8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"https:\/\/komorebi.ai\/en\/joint-association-of-physical-activity-and-body-mass-index-with-cardiovascular-risk-a-nationwide-population-based-cross-sectional-study\/\" target=\"_blank\" rel=\"noopener\">Learn More &gt;&gt;<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Mejorando la seguridad de los LLMs contra ataques de \u00abjailbreak\u00bb ICML Workshop on Foundation Models in the Wild, 2024 Resumen Incrementar la seguridad y la robustez de los grandes modelos del lenguaje (LLMs) frente a manipulaciones adversas, como los ataques de \u00abjailbreak\u00bb, sigue siendo un reto importante. En este trabajo, proponemos un enfoque que aumenta [&hellip;]<\/p>","protected":false},"author":10,"featured_media":11783,"parent":8074,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.13 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Mejorando la seguridad de los LLMs contra ataques de &quot;jailbreak&quot; - Komorebi AI<\/title>\n<meta name=\"description\" content=\"Descubre m\u00e9todos para mejorar la seguridad de los LLM contra ataques de &quot;jailbreak&quot;, aumentando la fiabilidad de la IA\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/komorebi.ai\/en\/publicaciones\/seguridad-llm-contra-ataques-jailbreak\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Mejorando la seguridad de los LLMs contra ataques de &quot;jailbreak&quot; - Komorebi AI\" \/>\n<meta property=\"og:description\" content=\"Descubre m\u00e9todos para mejorar la seguridad de los LLM contra ataques de &quot;jailbreak&quot;, aumentando la fiabilidad de la IA\" \/>\n<meta property=\"og:url\" content=\"https:\/\/komorebi.ai\/en\/publicaciones\/seguridad-llm-contra-ataques-jailbreak\/\" \/>\n<meta property=\"og:site_name\" content=\"Komorebi AI\" \/>\n<meta property=\"article:modified_time\" content=\"2024-09-09T09:17:53+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/komorebi.ai\/wp-content\/uploads\/2024\/09\/Enhancing-AI-LLM-security-against-jailbreak-attacks.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/komorebi.ai\/es\/publicaciones\/seguridad-llm-contra-ataques-jailbreak\/\",\"url\":\"https:\/\/komorebi.ai\/es\/publicaciones\/seguridad-llm-contra-ataques-jailbreak\/\",\"name\":\"Mejorando la seguridad de los LLMs contra ataques de \\\"jailbreak\\\" - Komorebi AI\",\"isPartOf\":{\"@id\":\"https:\/\/komorebi.ai\/es\/#website\"},\"datePublished\":\"2024-09-09T08:08:45+00:00\",\"dateModified\":\"2024-09-09T09:17:53+00:00\",\"description\":\"Descubre m\u00e9todos para mejorar la seguridad de los LLM contra ataques de \\\"jailbreak\\\", aumentando la fiabilidad de la IA\",\"breadcrumb\":{\"@id\":\"https:\/\/komorebi.ai\/es\/publicaciones\/seguridad-llm-contra-ataques-jailbreak\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/komorebi.ai\/es\/publicaciones\/seguridad-llm-contra-ataques-jailbreak\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/komorebi.ai\/es\/publicaciones\/seguridad-llm-contra-ataques-jailbreak\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Portada\",\"item\":\"https:\/\/komorebi.ai\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Publicaciones\",\"item\":\"https:\/\/komorebi.ai\/es\/publicaciones\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Mejorando la seguridad de los LLMs contra ataques de \u00abjailbreak\u00bb\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/komorebi.ai\/es\/#website\",\"url\":\"https:\/\/komorebi.ai\/es\/\",\"name\":\"Komorebi AI\",\"description\":\"Komorebi\",\"publisher\":{\"@id\":\"https:\/\/komorebi.ai\/es\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/komorebi.ai\/es\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/komorebi.ai\/es\/#organization\",\"name\":\"Komorebi AI\",\"url\":\"https:\/\/komorebi.ai\/es\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/komorebi.ai\/es\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/komorebi.ai\/wp-content\/uploads\/2022\/07\/isologotipo_normal.png\",\"contentUrl\":\"https:\/\/komorebi.ai\/wp-content\/uploads\/2022\/07\/isologotipo_normal.png\",\"width\":456,\"height\":277,\"caption\":\"Komorebi AI\"},\"image\":{\"@id\":\"https:\/\/komorebi.ai\/es\/#\/schema\/logo\/image\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Mejorando la seguridad de los LLMs contra ataques de \"jailbreak\" - Komorebi AI","description":"Descubre m\u00e9todos para mejorar la seguridad de los LLM contra ataques de \"jailbreak\", aumentando la fiabilidad de la IA","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/komorebi.ai\/en\/publicaciones\/seguridad-llm-contra-ataques-jailbreak\/","og_locale":"en_US","og_type":"article","og_title":"Mejorando la seguridad de los LLMs contra ataques de \"jailbreak\" - Komorebi AI","og_description":"Descubre m\u00e9todos para mejorar la seguridad de los LLM contra ataques de \"jailbreak\", aumentando la fiabilidad de la IA","og_url":"https:\/\/komorebi.ai\/en\/publicaciones\/seguridad-llm-contra-ataques-jailbreak\/","og_site_name":"Komorebi AI","article_modified_time":"2024-09-09T09:17:53+00:00","og_image":[{"width":1024,"height":1024,"url":"https:\/\/komorebi.ai\/wp-content\/uploads\/2024\/09\/Enhancing-AI-LLM-security-against-jailbreak-attacks.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/komorebi.ai\/es\/publicaciones\/seguridad-llm-contra-ataques-jailbreak\/","url":"https:\/\/komorebi.ai\/es\/publicaciones\/seguridad-llm-contra-ataques-jailbreak\/","name":"Mejorando la seguridad de los LLMs contra ataques de \"jailbreak\" - Komorebi AI","isPartOf":{"@id":"https:\/\/komorebi.ai\/es\/#website"},"datePublished":"2024-09-09T08:08:45+00:00","dateModified":"2024-09-09T09:17:53+00:00","description":"Descubre m\u00e9todos para mejorar la seguridad de los LLM contra ataques de \"jailbreak\", aumentando la fiabilidad de la IA","breadcrumb":{"@id":"https:\/\/komorebi.ai\/es\/publicaciones\/seguridad-llm-contra-ataques-jailbreak\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/komorebi.ai\/es\/publicaciones\/seguridad-llm-contra-ataques-jailbreak\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/komorebi.ai\/es\/publicaciones\/seguridad-llm-contra-ataques-jailbreak\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Portada","item":"https:\/\/komorebi.ai\/"},{"@type":"ListItem","position":2,"name":"Publicaciones","item":"https:\/\/komorebi.ai\/es\/publicaciones\/"},{"@type":"ListItem","position":3,"name":"Mejorando la seguridad de los LLMs contra ataques de \u00abjailbreak\u00bb"}]},{"@type":"WebSite","@id":"https:\/\/komorebi.ai\/es\/#website","url":"https:\/\/komorebi.ai\/es\/","name":"Komorebi AI","description":"Komorebi","publisher":{"@id":"https:\/\/komorebi.ai\/es\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/komorebi.ai\/es\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/komorebi.ai\/es\/#organization","name":"Komorebi AI","url":"https:\/\/komorebi.ai\/es\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/komorebi.ai\/es\/#\/schema\/logo\/image\/","url":"https:\/\/komorebi.ai\/wp-content\/uploads\/2022\/07\/isologotipo_normal.png","contentUrl":"https:\/\/komorebi.ai\/wp-content\/uploads\/2022\/07\/isologotipo_normal.png","width":456,"height":277,"caption":"Komorebi AI"},"image":{"@id":"https:\/\/komorebi.ai\/es\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/komorebi.ai\/en\/wp-json\/wp\/v2\/pages\/11782"}],"collection":[{"href":"https:\/\/komorebi.ai\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/komorebi.ai\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/komorebi.ai\/en\/wp-json\/wp\/v2\/users\/10"}],"replies":[{"embeddable":true,"href":"https:\/\/komorebi.ai\/en\/wp-json\/wp\/v2\/comments?post=11782"}],"version-history":[{"count":54,"href":"https:\/\/komorebi.ai\/en\/wp-json\/wp\/v2\/pages\/11782\/revisions"}],"predecessor-version":[{"id":11851,"href":"https:\/\/komorebi.ai\/en\/wp-json\/wp\/v2\/pages\/11782\/revisions\/11851"}],"up":[{"embeddable":true,"href":"https:\/\/komorebi.ai\/en\/wp-json\/wp\/v2\/pages\/8074"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/komorebi.ai\/en\/wp-json\/wp\/v2\/media\/11783"}],"wp:attachment":[{"href":"https:\/\/komorebi.ai\/en\/wp-json\/wp\/v2\/media?parent=11782"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}