{"id":434,"date":"2016-05-18T09:11:13","date_gmt":"2016-05-18T08:11:13","guid":{"rendered":"http:\/\/www.i3a.uclm.es\/raap\/?page_id=434"},"modified":"2025-03-21T12:23:03","modified_gmt":"2025-03-21T11:23:03","slug":"security-in-network-and-systems","status":"publish","type":"page","link":"https:\/\/www.i3a.uclm.es\/raap\/?page_id=434","title":{"rendered":"Security in Network and Systems"},"content":{"rendered":"<p class=\"p1\" style=\"text-align: justify;\"><span class=\"s1\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-474 alignright\" src=\"http:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2016\/05\/Captura-de-pantalla-2016-07-26-a-las-12.30.33-300x249.png\" alt=\"Captura de pantalla 2016-07-26 a las 12.30.33\" width=\"344\" height=\"285\" srcset=\"https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2016\/05\/Captura-de-pantalla-2016-07-26-a-las-12.30.33-300x249.png 300w, https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2016\/05\/Captura-de-pantalla-2016-07-26-a-las-12.30.33.png 680w\" sizes=\"auto, (max-width: 344px) 100vw, 344px\" \/>Malware is defined as any computer software explicitly designed to damage computers\u00a0<\/span><span class=\"s1\">or networks. Their major motivation has evolved to malicious economic considerations. The anti-malware software or intrusion prevention systems are highly dependent on a signature\u00a0<\/span><span class=\"s1\">database. <\/span><span class=\"s1\">A signature is a sequence of bits that is present within malicious executables and in the files already infected. Another features that can be used to face obfuscated and previously unseen\u00a0malware are techniques based on dynamically extracted characteristics. Dynamic analysis executes the inspected specimen\u00a0<\/span><span class=\"s1\">in a controlled environment called \u2018sandbox\u2019. The main advantages of static\u00a0<\/span><span class=\"s1\">techniques are that they are safer because they do not execute malware, they are\u00a0<\/span><span class=\"s1\">able to analyse all the execution paths of the executable, and the analysis and detection\u00a0<\/span><span class=\"s1\">is usually fast.<\/span><\/p>\n<p><span style=\"font-size: 14pt; line-height: 1.5;\">Topics:<\/span><\/p>\n<div class=\"page\" style=\"text-align: left;\" title=\"Page 6\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li class=\"page\" title=\"Page 6\"><span style=\"font-size: 12pt;\">Malware detection based on machine learning and semi-supervised learning<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\"><\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li title=\"Page 6\">Intrusion Detection System for IoT and\/or IIoT \/ MEC infraestructure<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\"><\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li class=\"page\" title=\"Page 6\"><span style=\"font-size: 12pt;\">Forensics\u00a0<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n<p style=\"text-align: left;\"><span style=\"font-size: 14pt;\">Relevant Publications:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Sergio Ruiz-Villafranca, Jos\u00e9 Rold\u00e1n G\u00f3mez, Javier Carrillo Mond\u00e9jar, Jos\u00e9 Luis Mart\u00ednez, Carlos H. Ga\u00f1\u00e1n, \u201c<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0167739X25000020\">WFE-Tab: Overcoming limitations of TabPFN in IIoT-MEC environments with a weighted fusion ensemble-TabPFN model for improved IDS performance<\/a>\u201d. <strong>Future Gener. Comput. Syst<\/strong>. 166: 107707 (2025)<\/li>\n<li>Sergio Ruiz-Villafranca,\u00a0Juan Manuel Castelo G\u00f3mez, Javier Carrillo-Mond\u00e9jar,\u00a0 \u00a0Jos\u00e9 Rold\u00e1n-G\u00f3mez,\u00a0Jos\u00e9 Luis Martinez, &#8220;<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1570870524003299\">A Self-Contained Emulator for the Forensic Examination of IoE Scenarios<\/a>&#8220;, accepted in <strong>Ad Hoc Networks<\/strong>, ISSN:1570-8705 [JCR IF 4.4: 1<sup>st<\/sup> quarter (2023)]<\/li>\n<li>J. Carrillo-Mondejar, H. Turtiainen, A. Costin, J.L. Martinez and G. Suarez-Tangil, \u201c<a href=\"https:\/\/doi.org\/10.1109\/JIOT.2022.3224649\">HALE-IoT: HArdening LEgacy Internet-of-Things devices by retrofitting defensive firmware modifications and implants<\/a>\u201d. <strong>IEEE Internet of Things Journal, <\/strong>November 2022. Impact: 10,238. Position: 9\/164 (1<sup>st<\/sup> quarter)<\/li>\n<li>Jos\u00e9 Rold\u00e1n-G\u00f3mez, J.M. del Rincon, J. Boubeta-Puig and J.L. Martinez, \u201c<a href=\"https:\/\/doi.org\/10.1007\/s11276-022-03219-y\">An automatic unsupervised complex event processing rules generation architecture for real-time IoT attacks detection<\/a>\u201d. <strong>Wireless Networks, <\/strong>January, 2023. ISSN: 1572-8196. Impact: 2,701. Position: 138\/276 (2<sup>nd<\/sup> quarter)<\/li>\n<li>Javier Carrillo-Mondejar, Jos\u00e9 Luis Martinez and Guillermo Suarez-Tangil, \u201c<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0167404822001535\">On how VoIP attacks foster the malicious call ecosystem<\/a>\u201d, <strong>Computers &amp; Security<\/strong>, Volume 119, August 2022, ISSN: 0167-4048. Impact:\u00a0 4,438 Position: 40\/161 (1st quarter)<\/li>\n<li>Jos\u00e9 Rold\u00e1n, Juan Boubeta-Puig, Jos\u00e9 Luis Mart\u00ednez and Guadalupe Ortiz, \u201c<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0957417420300762\">Integrating Complex Event Processing and Machine Learning: an Intelligent Architecture for Detecting IoT Security Attacks<\/a>\u201d,\u00a0<strong>Expert Systems With Applications<\/strong>, ISSN: 0957-4174, Vol. 149(113251), July, 2020. Impact: 4,292. Position: 7\/84 (1st quarter)<\/li>\n<li>J. Carrillo-Mond\u00e9jar, J.L. Mart\u00ednez and G. Suarez-Tangil, &#8220;<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0167739X19325002\">Characterizing Linux-based malware: Findings and recent trends<\/a>\u201d, <strong>Future Generation Computer Systems<\/strong> , ISSN: 0167-739X, Vol. 110, pp 267-281, September, 2020. Impact: 5,678. Position: 8\/105 (1st quarter)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\"><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p style=\"text-align: left;\"><span style=\"font-size: 14pt;\">People:<\/span><\/p>\n<table style=\"width: 100.577%;\">\n<tbody>\n<tr style=\"height: 24px;\">\n<td style=\"width: 25.9091%; text-align: left; vertical-align: top;\"><img decoding=\"async\" src=\"https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2021\/03\/probando-litttle-235x300.jpg\" \/><\/td>\n<td style=\"text-align: left; vertical-align: middle; width: 162.877%;\"><span style=\"font-size: 12pt;\"><strong>Jose Luis Martinez, PhD<\/strong><\/span><br \/>\n<span style=\"font-size: 12pt;\">Full Professor<\/span><br \/>\n<span style=\"font-size: 12pt;\">Phone number:\u00a0+34 967 599 200 &#8211; Ext.\u00a02294<\/span><br \/>\n<span style=\"font-size: 12pt;\">Email:\u00a0<a href=\"mailto:joseluis.martinez@uclm.es\">joseluis.martinez@uclm.es<\/a>\u00a0<a href=\"http:\/\/orcid.org\/0000-0001-5119-2418\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-393\" src=\"http:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2016\/04\/iD-icon.png\" alt=\"iD icon\" width=\"16\" height=\"16\" \/><\/a>\u00a0<a href=\"http:\/\/dblp.uni-trier.de\/pers\/hd\/m\/Mart=iacute=nez:Jos=eacute=_Luis\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-400\" src=\"http:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2016\/05\/dblp.icon_.18x18.png\" alt=\"dblp.icon.18x18\" width=\"18\" height=\"18\" \/><\/a><\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25.9091%; text-align: left; vertical-align: top;\"><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2016\/04\/FotoJavierCarrillo.png\" width=\"231\" height=\"343\" \/><\/td>\n<td style=\"text-align: left; vertical-align: middle; width: 162.877%;\"><strong>Javier Carrillo Mondejar<\/strong><br \/>\nProfessor Ayudante Doctor at University of Zaragoza<br \/>\nEmail: <a href=\"mailto:jcarrillo@unizar.es\">jcarrillo@unizar.es<\/a>\u00a0<a href=\"https:\/\/orcid.org\/0000-0001-8371-4305\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-393\" src=\"https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2016\/04\/iD-icon.png\" alt=\"iD icon\" width=\"16\" height=\"16\" \/><\/a>\u00a0<a href=\"https:\/\/dblp.org\/pid\/256\/1392.html\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-400 size-full\" src=\"https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2016\/05\/dblp.icon_.18x18.png\" alt=\"dblp.icon.18x18\" width=\"18\" height=\"18\" \/><\/a><span style=\"font-size: 12pt;\"><strong><br \/>\n<\/strong><\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25.9091%; text-align: left; vertical-align: top;\"><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2019\/03\/foto_grupo.png\" width=\"230\" height=\"345\" \/><\/td>\n<td style=\"text-align: left; vertical-align: middle; width: 162.877%;\"><strong>Jos\u00e9 Rold\u00e1n G\u00f3mez<br \/>\n<\/strong>Substitute Professor at University of Zaragoza<br \/>\nEmail: <a href=\"mailto:jroldan@unizar.es\">jroldan@unizar.es<\/a>\u00a0<img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-393\" src=\"https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2016\/04\/iD-icon.png\" alt=\"iD icon\" width=\"16\" height=\"16\" \/> <a href=\"https:\/\/dblp.org\/pid\/256\/1478.html\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-400 size-full\" src=\"https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2016\/05\/dblp.icon_.18x18.png\" alt=\"dblp.icon.18x18\" width=\"18\" height=\"18\" \/><\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25.9091%; text-align: left; vertical-align: top;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-486 \" src=\"http:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2016\/05\/234806.jpg\" alt=\"234806\" width=\"226\" height=\"339\" \/><\/td>\n<td style=\"text-align: left; vertical-align: middle; width: 162.877%;\"><strong><span style=\"font-size: 12pt;\">Juan Manuel Castelo G\u00f3mez<br \/>\n<\/span><\/strong><span style=\"font-size: 12pt;\">Professor Ayudante Doctor at University Polytechnic of Madrid<br \/>\nEmail: <a href=\"mailto:juanmanuel.castelo@upm.es\">juanmanuel.castelo@upm.es<\/a><\/span><span style=\"font-size: 12pt;\">\u00a0<img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-393\" src=\"https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2016\/04\/iD-icon.png\" alt=\"iD icon\" width=\"16\" height=\"16\" \/>\u00a0<a href=\"https:\/\/dblp.org\/pid\/256\/1415.html\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-400 size-full\" src=\"https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2016\/05\/dblp.icon_.18x18.png\" alt=\"dblp.icon.18x18\" width=\"18\" height=\"18\" \/><\/a><\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25.9091%; text-align: left; vertical-align: top;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1453 \" src=\"https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2022\/02\/sergio-200x300.jpg\" alt=\"\" width=\"230\" height=\"345\" srcset=\"https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2022\/02\/sergio-200x299.jpg 200w, https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2022\/02\/sergio-100x150.jpg 100w, https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2022\/02\/sergio-150x225.jpg 150w, https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2022\/02\/sergio-300x449.jpg 300w, https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2022\/02\/sergio.jpg 326w\" sizes=\"auto, (max-width: 230px) 100vw, 230px\" \/><\/td>\n<td style=\"text-align: left; vertical-align: middle; width: 162.877%;\"><strong>Sergio Ruiz Villafranca<\/strong><br \/>\nPostDoc<br \/>\nEmail: <a href=\"sergio.rvillafranca@uclm.es\">Sergio.rvillafranca@ucln.es<\/a>\u00a0<img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-393\" src=\"https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2016\/04\/iD-icon.png\" alt=\"iD icon\" width=\"16\" height=\"16\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-400 size-full\" src=\"https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2016\/05\/dblp.icon_.18x18.png\" alt=\"dblp.icon.18x18\" width=\"18\" height=\"18\" \/><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 25.9091%; text-align: left; vertical-align: top;\">\u00a0<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-1709\" src=\"https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2024\/05\/LuisMiguel-1-200x300.jpg\" alt=\"\" width=\"200\" height=\"300\" srcset=\"https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2024\/05\/LuisMiguel-1-200x300.jpg 200w, https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2024\/05\/LuisMiguel-1-683x1024.jpg 683w, https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2024\/05\/LuisMiguel-1-768x1152.jpg 768w, https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2024\/05\/LuisMiguel-1-1024x1536.jpg 1024w, https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2024\/05\/LuisMiguel-1-1365x2048.jpg 1365w, https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2024\/05\/LuisMiguel-1-100x150.jpg 100w, https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2024\/05\/LuisMiguel-1-150x225.jpg 150w, https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2024\/05\/LuisMiguel-1-300x450.jpg 300w, https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2024\/05\/LuisMiguel-1-450x675.jpg 450w, https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2024\/05\/LuisMiguel-1-600x900.jpg 600w, https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2024\/05\/LuisMiguel-1-900x1350.jpg 900w, https:\/\/www.i3a.uclm.es\/raap\/wp-content\/uploads\/2024\/05\/LuisMiguel-1-scaled.jpg 1707w\" sizes=\"auto, (max-width: 200px) 100vw, 200px\" \/><\/td>\n<td style=\"text-align: left; vertical-align: middle; width: 162.877%;\"><strong>Luis Miguel Garc\u00eda S\u00e1ez<br \/>\n<\/strong>PhD student<br \/>\nEmail: luism.garcia@uclm.es<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Malware is defined as any computer software explicitly designed to damage computers\u00a0or networks. Their major motivation has evolved to malicious economic considerations. The anti-malware software or intrusion prevention systems are highly dependent on a signature\u00a0database. A signature is a sequence of bits that is present within malicious executables and in the files already infected. Another features that can be used to face obfuscated and previously unseen\u00a0malware are techniques based on dynamically extracted characteristics. Dynamic analysis executes the inspected specimen\u00a0in a controlled environment called \u2018sandbox\u2019. The main advantages of static\u00a0techniques are&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":7,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-434","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.i3a.uclm.es\/raap\/index.php?rest_route=\/wp\/v2\/pages\/434","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.i3a.uclm.es\/raap\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.i3a.uclm.es\/raap\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.i3a.uclm.es\/raap\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.i3a.uclm.es\/raap\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=434"}],"version-history":[{"count":40,"href":"https:\/\/www.i3a.uclm.es\/raap\/index.php?rest_route=\/wp\/v2\/pages\/434\/revisions"}],"predecessor-version":[{"id":1777,"href":"https:\/\/www.i3a.uclm.es\/raap\/index.php?rest_route=\/wp\/v2\/pages\/434\/revisions\/1777"}],"up":[{"embeddable":true,"href":"https:\/\/www.i3a.uclm.es\/raap\/index.php?rest_route=\/wp\/v2\/pages\/7"}],"wp:attachment":[{"href":"https:\/\/www.i3a.uclm.es\/raap\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=434"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}