<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>2227-1899</journal-id>
<journal-title><![CDATA[Revista Cubana de Ciencias Informáticas]]></journal-title>
<abbrev-journal-title><![CDATA[Rev cuba cienc informat]]></abbrev-journal-title>
<issn>2227-1899</issn>
<publisher>
<publisher-name><![CDATA[Editorial Ediciones Futuro]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2227-18992021000500413</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Principales mecanismos para el enfrentamiento al phishing en las redes de datos]]></article-title>
<article-title xml:lang="en"><![CDATA[Main mechanisms for dealing with phishing in data networks]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Hernández Dominguez]]></surname>
<given-names><![CDATA[Antonio]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Baluja García]]></surname>
<given-names><![CDATA[Walter]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad de las Ciencias Informáticas (UCI).  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Cuba</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Ministerio de la Educación Superior  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Cuba</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>00</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>00</month>
<year>2021</year>
</pub-date>
<volume>15</volume>
<numero>4</numero>
<fpage>413</fpage>
<lpage>441</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_arttext&amp;pid=S2227-18992021000500413&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_abstract&amp;pid=S2227-18992021000500413&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_pdf&amp;pid=S2227-18992021000500413&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[RESUMEN En los últimos años se han utilizado diversos mecanismos para detectar ataques de phishing. El papel desempeñado por las técnicas de aprendizaje automático ha sido significativo, principalmente por los niveles de eficacia obtenidos en la detección de estos ataques. Independientemente del servicio en el que se desarrollen, siempre es posible extraer un conjunto de rasgos que permitan identificar cuándo hay o no phishing. Las características pueden extraerse de diversas fuentes como las URL, el contenido compartido a través de un sitio web, una red social o simplemente un mensaje de correo electrónico, el motor de búsqueda, el certificado digital, el tráfico de red, entre otros. La precisión de la solución Anti Phishing depende del conjunto de rasgos, los datos de entrenamiento y el algoritmo de autoaprendizaje. Este artículo presenta un análisis actualizado de los métodos de aprendizaje automático y las herramientas informáticas utilizadas para detectar ataques de phishing en redes.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[ABSTRACT In recent years, various mechanisms have been used to detect phishing attacks. The role played by machine learning techniques has been significant, mainly because of the levels of effectiveness obtained in detecting these attacks. Regardless of the service in which they are developed, it is always possible to extract a set of features to identify when phishing is or is not taking place. The features can be extracted from various sources such as URLs, content shared through a website, a social network or simply an email message, search engine, digital certificate, network traffic, among others. The accuracy of the Ant Phishing solution depends on the feature set, training data and self-learning algorithm. This paper presents an updated analysis of machine learning methods and computational tools used to detect phishing attacks in networks.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Phishing]]></kwd>
<kwd lng="es"><![CDATA[detección de Phishing]]></kwd>
<kwd lng="es"><![CDATA[Aprendizaje Automático]]></kwd>
<kwd lng="es"><![CDATA[herramientas informáticas]]></kwd>
<kwd lng="en"><![CDATA[Phishing]]></kwd>
<kwd lng="en"><![CDATA[Phishing Detection]]></kwd>
<kwd lng="en"><![CDATA[Machine Learning]]></kwd>
<kwd lng="en"><![CDATA[computational tools]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Aassal]]></surname>
<given-names><![CDATA[A. E]]></given-names>
</name>
<name>
<surname><![CDATA[Verma]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<source><![CDATA[Spears Against Shields: Are Defenders Winning The Phishing War?]]></source>
<year>2019</year>
<page-range>15-24</page-range><publisher-loc><![CDATA[Richardson, Texas, Usa: Acm ]]></publisher-loc>
<publisher-name><![CDATA[Proceedings Of The Acm International Workshop On Security And Privacy Analytics.]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Abahussain]]></surname>
<given-names><![CDATA[O]]></given-names>
</name>
<name>
<surname><![CDATA[Harrath]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
</person-group>
<source><![CDATA[Detection Of Malicious Emails Through Regular Expressions And Databases.]]></source>
<year>2019</year>
<page-range>1-5</page-range><publisher-name><![CDATA[Proceedings Of The 2019 International Conference On Innovation And Intelligence For Informatics, Computing, And Technologies]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Adil]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Khan]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Ghani]]></surname>
<given-names><![CDATA[M. A. N. U]]></given-names>
</name>
</person-group>
<source><![CDATA[Preventive Techniques Of Phishing Attacks In Networks.]]></source>
<year>2020</year>
<page-range>1-8</page-range><publisher-name><![CDATA[Proceedings Of The 2020 3rd International Conference On Advancements In Computational Sciences (Icacs)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Al-Janabi]]></surname>
<given-names><![CDATA[M., E. D]]></given-names>
</name>
<name>
<surname><![CDATA[Andras]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
</person-group>
<source><![CDATA[Using Supervised Machine Learning Algorithms To Detect Suspicious Urls In Online Social Networks]]></source>
<year>2017</year>
<page-range>1104-11</page-range><publisher-loc><![CDATA[Sydney, Australia ]]></publisher-loc>
<publisher-name><![CDATA[Ieee/Acm International Conference On Advances In Social Networks Analysis And Mining]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Alkhalil]]></surname>
<given-names><![CDATA[Z]]></given-names>
</name>
<name>
<surname><![CDATA[Hewage]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
<name>
<surname><![CDATA[Nawaf]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
<name>
<surname><![CDATA[Khan]]></surname>
<given-names><![CDATA[I]]></given-names>
</name>
</person-group>
<source><![CDATA[Phishing Attacks: A Recent Comprehensive Study And A New Anatomy]]></source>
<year>2021</year>
<volume>3</volume>
<numero>6</numero>
<issue>6</issue>
</nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Allodi]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
<name>
<surname><![CDATA[Chotza]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Panina]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Zannone]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
</person-group>
<source><![CDATA[On The Need For New Antphishing Measures Against Spear Phishing Attacks.]]></source>
<year>2019</year>
<publisher-name><![CDATA[Ieee Security &amp; Privacy]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Althobaiti]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
<name>
<surname><![CDATA[Rummani]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Vaniea]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
</person-group>
<source><![CDATA[A Review Of Human- And Computer-Facing Url Phishing Features.]]></source>
<year>2019</year>
<page-range>182-91</page-range><publisher-name><![CDATA[Proceedings Of The 2019 Ieee European Symposium On Security And Privacy Workshops (Euros&amp;Pw)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Amrutkar]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
<name>
<surname><![CDATA[Kim]]></surname>
<given-names><![CDATA[Y. S]]></given-names>
</name>
<name>
<surname><![CDATA[Traynor]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
</person-group>
<source><![CDATA[Detecting Mobile Malicious Webpages In Real Time.]]></source>
<year>2017</year>
<volume>16</volume>
<numero>8</numero>
<issue>8</issue>
<page-range>2184-97</page-range><publisher-name><![CDATA[Ieee Transactions On Mobile Computing]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="">
<collab>Apwg</collab>
<source><![CDATA[Phishing Activity Trends Report - 4th Quarter 2020.]]></source>
<year>2020</year>
<publisher-loc><![CDATA[Usa. San Francisco ]]></publisher-loc>
</nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Aung]]></surname>
<given-names><![CDATA[E. S]]></given-names>
</name>
<name>
<surname><![CDATA[Yamana]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
</person-group>
<source><![CDATA[Url-Based Phishing Detection Using The Entropy Of Non-Alphanumeric Characters.]]></source>
<year>2019</year>
<page-range>385-92</page-range><publisher-loc><![CDATA[Munich, Germany: Association For Computing Machinery ]]></publisher-loc>
<publisher-name><![CDATA[Proceedings Of The 21st International Conference On Information Integration And Web-Based Applications &amp; Services.]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Baadel]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Thabtah]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Majeed]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<source><![CDATA[Avoiding The Phishing Bait: The Need For Conventional Countermeasures For Mobile Users]]></source>
<year>2018</year>
<page-range>421-5</page-range><publisher-name><![CDATA[Proceedings Of The 2018 Ieee 9th Annual Information Technology, Electronics And Mobile Communication Conference]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Balim]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
<name>
<surname><![CDATA[Gunal]]></surname>
<given-names><![CDATA[E. S]]></given-names>
</name>
</person-group>
<source><![CDATA[Automatic Detection Of Smishing Attacks By Machine Learning Methods.]]></source>
<year>2019</year>
<page-range>1-3</page-range><publisher-name><![CDATA[Proceedings Of The 2019 1st International Informatics And Software Engineering Conference (Ubmyk)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bhakta]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Harris]]></surname>
<given-names><![CDATA[I. G]]></given-names>
</name>
</person-group>
<source><![CDATA[Semantic Analysis Of Dialogs To Detect Social Engineering Attacks.]]></source>
<year>2015</year>
<page-range>424-7</page-range><publisher-name><![CDATA[Proceedings Of The 2015 Ieee 9th International Conference On Semantic Computing]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Bikov]]></surname>
<given-names><![CDATA[T. D]]></given-names>
</name>
<name>
<surname><![CDATA[Iliev]]></surname>
<given-names><![CDATA[T. B]]></given-names>
</name>
<name>
<surname><![CDATA[Mihaylov]]></surname>
<given-names><![CDATA[G. Y]]></given-names>
</name>
<name>
<surname><![CDATA[Stoyanov]]></surname>
<given-names><![CDATA[I. S]]></given-names>
</name>
</person-group>
<source><![CDATA[Phishing In Depth - Modern Methods Of Detection And Risk Mitigation.]]></source>
<year>2019</year>
<page-range>447-50</page-range><publisher-name><![CDATA[Proceedings Of The 2019 42nd International Convention On Information And Communication Technology, Electronics And Microelectronics (Mipro)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Boneh]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Mitchell]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Ledesma]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Chou]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
</person-group>
<source><![CDATA[Portal Web Oficial De Spoofguard]]></source>
<year>2021</year>
</nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chin]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Xiong]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
<name>
<surname><![CDATA[Hu]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<source><![CDATA[Phishlimiter: A Phishing Detection And Mitigation Approach Using Software-Defined Networking]]></source>
<year>2018</year>
<page-range>42516-31</page-range><publisher-name><![CDATA[Ieee Access]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chorghe]]></surname>
<given-names><![CDATA[S. P]]></given-names>
</name>
<name>
<surname><![CDATA[Shekokar]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
</person-group>
<source><![CDATA[A Survey On Anti-Phishing Techniques In Mobile Phones.]]></source>
<year>2016</year>
<volume>2</volume>
<page-range>1-5</page-range><publisher-name><![CDATA[Proceedings Of The 2016 International Conference On Inventive Computation Technologies (Icict)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cuzzocrea]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Martinelli]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Mercaldo]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
</person-group>
<source><![CDATA[Applying Machine Learning Techniques To Detect And Analyze Web Phishing Attacks.]]></source>
<year>2018</year>
<page-range>355-9</page-range><publisher-loc><![CDATA[Yogyakarta, Indonesia ]]></publisher-loc>
<publisher-name><![CDATA[Proceedings Of The 20th International Conference On Information Integration And Web-Based Applications &amp; Services.]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Devi]]></surname>
<given-names><![CDATA[R. S]]></given-names>
</name>
<name>
<surname><![CDATA[Kumar]]></surname>
<given-names><![CDATA[M. M.]]></given-names>
</name>
</person-group>
<source><![CDATA[Testing For Security Weakness Of Web Applications Using Ethical Hacking.]]></source>
<year>2020</year>
<page-range>354-61</page-range><publisher-name><![CDATA[Proceedings Of The 2020 4th International Conference On Trends In Electronics And Informatics (Icoei)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Dixon]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Arachchilage]]></surname>
<given-names><![CDATA[N. A. G.]]></given-names>
</name>
<name>
<surname><![CDATA[Nicholson]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<source><![CDATA[Engaging Users With Educational Games: The Case Of Phishing.]]></source>
<year>2019</year>
<page-range>1-6</page-range><publisher-loc><![CDATA[Glasgow, Scotland Uk: Acm ]]></publisher-loc>
<publisher-name><![CDATA[Proceedings Of The Extended Abstracts Of The 2019 Chi Conference On Human Factors In Computing Systems.]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B21">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Dong]]></surname>
<given-names><![CDATA[Z]]></given-names>
</name>
<name>
<surname><![CDATA[Kapadia]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Blythe]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Camp]]></surname>
<given-names><![CDATA[L. J]]></given-names>
</name>
</person-group>
<source><![CDATA[Beyond The Lock Icon: Real-Time Detection Of Phishing Websites Using Public Key Certificates.]]></source>
<year>2015</year>
<page-range>1-12</page-range><publisher-name><![CDATA[Proceedings Of The 2015 Apwg Symposium On Electronic Crime Research (Ecrime).]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B22">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Dou]]></surname>
<given-names><![CDATA[Z]]></given-names>
</name>
<name>
<surname><![CDATA[Khalil]]></surname>
<given-names><![CDATA[I]]></given-names>
</name>
<name>
<surname><![CDATA[Khreishah]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Al-Fuqaha]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Systematization Of Knowledge (Sok): A Systematic Review Of Software-Based Web Phishing Detection.]]></article-title>
<source><![CDATA[Ieee Communications Surveys &amp; Tutorials]]></source>
<year>2017</year>
<volume>19</volume>
<numero>4</numero>
<issue>4</issue>
</nlm-citation>
</ref>
<ref id="B23">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Douzi]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Amar]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Ouahidi]]></surname>
<given-names><![CDATA[B. E.]]></given-names>
</name>
</person-group>
<source><![CDATA[Advanced Phishing Filter Using Autoencoder And Denoising Autoencoder.]]></source>
<year>2017</year>
<page-range>125-9</page-range><publisher-loc><![CDATA[London, United Kingdom: Acm ]]></publisher-loc>
<publisher-name><![CDATA[Proceedings Of The International Conference On Big Data And Internet Of Thing.]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B24">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Egozi]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Verma]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<source><![CDATA[Phishing Email Detection Using Robust Nlp Techniques.]]></source>
<year>2018</year>
<page-range>7-12</page-range><publisher-name><![CDATA[Proceedings Of The 2018 Ieee International Conference On Data Mining Workshops (Icdmw)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B25">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Fang]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
<name>
<surname><![CDATA[Bailing]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
<name>
<surname><![CDATA[Junheng]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
<name>
<surname><![CDATA[Yushan]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<source><![CDATA[A Proactive Discovery And Filtering Solution On Phishing Websites.]]></source>
<year>2015</year>
<page-range>2348-55</page-range><publisher-name><![CDATA[Proceedings Of The 2015 Ieee International Conference On Big Data (Big Data)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B26">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Futai]]></surname>
<given-names><![CDATA[Z]]></given-names>
</name>
<name>
<surname><![CDATA[Yuxiang]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Bei]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
</person-group>
<source><![CDATA[Web Phishing Detection Based On Graph Mining.]]></source>
<year>2016</year>
<page-range>1061-6</page-range><publisher-name><![CDATA[Proceedings Of The 2016 2nd Ieee International Conference On Computer And Communications (Iccc)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B27">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gajera]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
<name>
<surname><![CDATA[Jangid]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Mehta]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Mittal]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<source><![CDATA[A Novel Approach To Detect Phishing Attack Using Artificial Neural Networks Combined With Pharming Detection.]]></source>
<year>2019</year>
<page-range>196-200</page-range><publisher-name><![CDATA[Proceedings Of The 2019 3rd International Conference On Electronics, Communication And Aerospace Technology (Iceca)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B28">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hadnagy]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Ingeniería Social: El Arte Del Hacking Personal]]></article-title>
<source><![CDATA[Ediciones Anaya Multimedia]]></source>
<year>2011</year>
</nlm-citation>
</ref>
<ref id="B29">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Han]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Shen]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
</person-group>
<source><![CDATA[Accurate Spear Phishing Campaign Attribution And Early Detection.]]></source>
<year>2016</year>
<page-range>2079-86</page-range><publisher-name><![CDATA[Proceedings Of The 31st Annual Acm Symposium On Applied Computing]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B30">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hasan]]></surname>
<given-names><![CDATA[K. M. Z]]></given-names>
</name>
<name>
<surname><![CDATA[Hasan]]></surname>
<given-names><![CDATA[M. Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Zahan]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
</person-group>
<source><![CDATA[Automated Prediction Of Phishing Websites Using Deep Convolutional Neural Network.]]></source>
<year>2019</year>
<page-range>1-4</page-range><publisher-name><![CDATA[Proceedings Of The 2019 International Conference On Computer, Communication, Chemical, Materials And Electronic Engineering]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B31">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hernández Dominguez]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Baluja García]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
</person-group>
<source><![CDATA[Updated Analysis Of Detection Methods For Phishing Attacks.]]></source>
<year>2021</year>
<page-range>56-67</page-range><publisher-loc><![CDATA[Singapore: Springer Singapore ]]></publisher-loc>
<publisher-name><![CDATA[Futuristic Trends In Network And Communication Technologies.]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B32">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Huang]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Yang]]></surname>
<given-names><![CDATA[Q]]></given-names>
</name>
<name>
<surname><![CDATA[Qin]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Wen]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
</person-group>
<source><![CDATA[Phishing Url Detection Via Cnn And Attention-Based Hierarchical Rnn.]]></source>
<year>2019</year>
<page-range>112-9</page-range><publisher-name><![CDATA[Proceedings Of The 2019 18th Ieee International Conference On Trust, Security And Privacy In Computing And Communications/13th Ieee International Conference On Big Data Science And Engineering (Trustcom/Bigdatase).]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B33">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Iyer]]></surname>
<given-names><![CDATA[R. P]]></given-names>
</name>
<name>
<surname><![CDATA[Atrey]]></surname>
<given-names><![CDATA[P. K]]></given-names>
</name>
<name>
<surname><![CDATA[Varshney]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Misra]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<source><![CDATA[Email Spoofing Detection Using Volatile Memory Forensics.]]></source>
<year>2017</year>
<page-range>619-25</page-range><publisher-name><![CDATA[Proceedings Of The 2017 Ieee Conference On Communications And Network Security (Cns)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B34">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Jain]]></surname>
<given-names><![CDATA[A. K]]></given-names>
</name>
<name>
<surname><![CDATA[Gupta]]></surname>
<given-names><![CDATA[B. B]]></given-names>
</name>
</person-group>
<source><![CDATA[Comparative Analysis Of Features Based Machine Learning Approaches For Phishing Detection.]]></source>
<year>2016</year>
<page-range>2125-30</page-range><publisher-name><![CDATA[The 2016 3rd International Conference On Computing For Sustainable Global Development (Indiacom)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B35">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Jayan]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Dija]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<source><![CDATA[Detection Of Spoofed Mails.]]></source>
<year>2015</year>
<page-range>1-4</page-range><publisher-name><![CDATA[Proceedings Of The 2015 Ieee International Conference On Computational Intelligence And Computing Research (Iccic)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B36">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Korkmaz]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Sahingoz]]></surname>
<given-names><![CDATA[O. K]]></given-names>
</name>
<name>
<surname><![CDATA[Diri]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
</person-group>
<source><![CDATA[Feature Selections For The Classification Of Webpages To Detect Phishing Attacks: A Survey.]]></source>
<year>2020</year>
<page-range>1-9</page-range><publisher-name><![CDATA[Proceedings Of The 2020 International Congress On Human-Computer Interaction, Optimization And Robotic Applications (Hora)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B37">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Lam]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Kettani]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
</person-group>
<source><![CDATA[Phattapp: A Phishing Attack Detection Application.]]></source>
<year>2019</year>
<page-range>154-8</page-range><publisher-loc><![CDATA[Houston, Tx, Usa: Acm ]]></publisher-loc>
<publisher-name><![CDATA[Proceedings Of The 2019 3rd International Conference On Information System And Data Mining.]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B38">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Marchal]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Armano]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Gröndahl]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Saari]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Off-The-Hook: An Efficient And Usable Client-Side Phishing Prevention Application.]]></article-title>
<source><![CDATA[Ieee Transactions On Computers,]]></source>
<year>2017</year>
<volume>66</volume>
<numero>10</numero>
<issue>10</issue>
<page-range>1717-33</page-range></nlm-citation>
</ref>
<ref id="B39">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mishra]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Soni]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
</person-group>
<source><![CDATA[Sms Phishing And Mitigation Approaches.]]></source>
<year>2019</year>
<page-range>1-5</page-range><publisher-name><![CDATA[Proceedings Of The 2019 Twelfth International Conference On Contemporary Computing]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B40">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Moul]]></surname>
<given-names><![CDATA[K. A]]></given-names>
</name>
</person-group>
<source><![CDATA[Avoid Phishing Traps]]></source>
<year>2019</year>
<page-range>199-208</page-range><publisher-loc><![CDATA[New Orleans, La, Usa: Acm ]]></publisher-loc>
<publisher-name><![CDATA[Proceedings Of The 2019 Acm Siguccs Annual Conference]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B41">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Moustafa]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
<name>
<surname><![CDATA[Misra]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Slay]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<source><![CDATA[Generalized Outlier Gaussian Mixture Technique Based On Automated Association Features For Simulating And Detecting Web Application Attacks.]]></source>
<year>2018</year>
<publisher-name><![CDATA[Intelligent Phishing Website Detection Using Random Forest Classifier]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B42">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Nathezhtha]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Sangeetha]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Vaidehi]]></surname>
<given-names><![CDATA[V]]></given-names>
</name>
</person-group>
<source><![CDATA[Wc-Pad: Web Crawling Based Phishing Attack Detection]]></source>
<year>2019</year>
<page-range>1-6</page-range><publisher-name><![CDATA[Proceedings Of The 2019 International Carnahan Conference On Security Technology (Iccst)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B43">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Park]]></surname>
<given-names><![CDATA[A. J]]></given-names>
</name>
<name>
<surname><![CDATA[Quadari]]></surname>
<given-names><![CDATA[R. N.]]></given-names>
</name>
<name>
<surname><![CDATA[Tsang]]></surname>
<given-names><![CDATA[H. H]]></given-names>
</name>
</person-group>
<source><![CDATA[Phishing Website Detection Framework Through Web Scraping And Data Mining.]]></source>
<year>2017</year>
<page-range>680-4</page-range><publisher-name><![CDATA[Proceedings Of The 2017 8th Ieee Annual Information Technology, Electronics And Mobile Communication Conference (Iemcon).]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B44">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Park]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Rayz]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<source><![CDATA[Ontological Detection Of Phishing Emails]]></source>
<year>2018</year>
<page-range>2858-63</page-range><publisher-name><![CDATA[Proceedings Of The 2018 Ieee International Conference On Systems, Man, And Cybernetics (Smc).]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B45">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Patil]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Rane]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Bhalekar]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<source><![CDATA[Detecting Spam And Phishing Mails Using Svm And Obfuscation Url Detection Algorithm]]></source>
<year>2017</year>
<page-range>1-4</page-range><publisher-name><![CDATA[Proceedings Of The 2017 International Conference On Inventive Systems And Control (Icisc)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B46">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Qabajeh]]></surname>
<given-names><![CDATA[I]]></given-names>
</name>
<name>
<surname><![CDATA[Thabtah]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Chiclana]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
</person-group>
<source><![CDATA[A Recent Review Of Conventional Vs. Automated Cybersecurity Anti-Phishing Techniques]]></source>
<year>2018</year>
<page-range>44-55</page-range><publisher-name><![CDATA[Computer Science Review]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B47">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Vijayaraghavan]]></surname>
<given-names><![CDATA[R, S., A. P]]></given-names>
</name>
<name>
<surname><![CDATA[Thomas]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
</person-group>
<source><![CDATA[On Effectiveness Of Source Code And Ssl Based Features For Phishing Website Detection]]></source>
<year>2019</year>
<page-range>172-5</page-range><publisher-name><![CDATA[Proceedings Of The 2019 1st International Conference On Advanced Technologies In Intelligent Control, Environment, Computing &amp; Communication Engineering]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B48">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rathod]]></surname>
<given-names><![CDATA[S. B]]></given-names>
</name>
<name>
<surname><![CDATA[Pattewar]]></surname>
<given-names><![CDATA[T. M]]></given-names>
</name>
</person-group>
<source><![CDATA[A Comparative Performance Evaluation Of Content Based Spam And Malicious Url Detection In E-Mail.]]></source>
<year>2015</year>
<page-range>49-54.</page-range><publisher-name><![CDATA[Proceedings Of The 2015 Ieee International Conference On Computer Graphics, Vision And Information Security]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B49">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Salinas Macías]]></surname>
<given-names><![CDATA[J. A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[El Uso De La Fuerza En El Ciberespacio.]]></article-title>
<source><![CDATA[Perspectiva Jurídica. Facultad De Derecho]]></source>
<year>2015</year>
<volume>3</volume>
<numero>5</numero>
<issue>5</issue>
<page-range>229</page-range><publisher-loc><![CDATA[México ]]></publisher-loc>
<publisher-name><![CDATA[Universidad Panamericana]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B50">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Satam]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Kelly]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Hariri]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<source><![CDATA[Anomaly Behavior Analysis Of Website Vulnerability And Security]]></source>
<year>2016</year>
<page-range>1-7</page-range><publisher-name><![CDATA[Proceedings Of The 2016 Ieee/Acs 13th International Conference Of Computer Systems And Applications (Aiccsa).]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B51">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sfakianakis]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Douligeris]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
<name>
<surname><![CDATA[Marinos]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
<name>
<surname><![CDATA[Lourenço]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<source><![CDATA[Enisa Threat Landscape Report 2018]]></source>
<year>2019</year>
<page-range>622757</page-range><publisher-name><![CDATA[Top Cyberthreats And Trends]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B52">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Shaikh]]></surname>
<given-names><![CDATA[A. N]]></given-names>
</name>
<name>
<surname><![CDATA[Shabut]]></surname>
<given-names><![CDATA[A. M]]></given-names>
</name>
<name>
<surname><![CDATA[Hossain]]></surname>
<given-names><![CDATA[M. A.]]></given-names>
</name>
</person-group>
<source><![CDATA[A Literature Review On Phishing Crime, Prevention Review And Investigation Of Gaps.]]></source>
<year>2016</year>
<page-range>9-15</page-range><publisher-name><![CDATA[Proceedings Of The 2016 10th International Conference On Software, Knowledge, Information Management &amp; Applications (Skima)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B53">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sharma]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
<name>
<surname><![CDATA[Meenakshi]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Bhatia]]></surname>
<given-names><![CDATA[S. K.]]></given-names>
</name>
</person-group>
<source><![CDATA[A Comparative Analysis And Awareness Survey Of Phishing Detection Tools]]></source>
<year>2017</year>
<page-range>1437-42</page-range><publisher-name><![CDATA[Proceedings Of The 2017 2nd Ieee International Conference On Recent Trends In Electronics, Information &amp; Communication Technology (Rteict).]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B54">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Shirazi]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
<name>
<surname><![CDATA[Bezawada]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
<name>
<surname><![CDATA[Ray]]></surname>
<given-names><![CDATA[I]]></given-names>
</name>
</person-group>
<source><![CDATA[Know Thy Domain Name: Unbiased Phishing Detection Using Domain Name Based Features]]></source>
<year>2018</year>
<page-range>69-75</page-range><publisher-loc><![CDATA[Indianapolis, Indiana, Usa: Acm ]]></publisher-loc>
<publisher-name><![CDATA[Proceedings Of The 23nd Acm On Symposium On Access Control Models And Technologies.]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B55">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Silva]]></surname>
<given-names><![CDATA[C. M. R. D]]></given-names>
</name>
<name>
<surname><![CDATA[Feitosa]]></surname>
<given-names><![CDATA[E. L]]></given-names>
</name>
<name>
<surname><![CDATA[Garcia]]></surname>
<given-names><![CDATA[V. C]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Heuristic-Based Strategy For Phishing Prediction: A Survey Of Url-Based Approach.]]></article-title>
<source><![CDATA[Computers &amp; Security]]></source>
<year>2020</year>
<volume>88</volume>
</nlm-citation>
</ref>
<ref id="B56">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sonowal]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Kuppusamy]]></surname>
<given-names><![CDATA[K. S]]></given-names>
</name>
</person-group>
<source><![CDATA[Masphid: A Model To Assist Screen Reader Users For Detecting Phishing Sites Using Aural And Visual Similarity Measures]]></source>
<year>2016</year>
<page-range>1-6</page-range><publisher-loc><![CDATA[Pondicherry, India: Acm ]]></publisher-loc>
<publisher-name><![CDATA[Proceedings Of The International Conference On Informatics And Analytics]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B57">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sonowal]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Kuppusamy]]></surname>
<given-names><![CDATA[K. S]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Smidca: An Anti-Smishing Model With Machine Learning Approach.]]></article-title>
<source><![CDATA[The Computer Journal]]></source>
<year>2018</year>
<volume>61</volume>
<numero>8</numero>
<issue>8</issue>
<page-range>1143-57</page-range></nlm-citation>
</ref>
<ref id="B58">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sonowal]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Kuppusamy]]></surname>
<given-names><![CDATA[K. S]]></given-names>
</name>
<name>
<surname><![CDATA[Kumar]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<source><![CDATA[Usability Evaluation Of Active Anti-Phishing Browser Extensions For Persons With Visual Impairments.]]></source>
<year>2017</year>
<page-range>1-6</page-range><publisher-name><![CDATA[Proceedings Of The 2017 4th International Conference On Advanced Computing And Communication Systems (Icaccs)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B59">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sumner]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Yuan]]></surname>
<given-names><![CDATA[X]]></given-names>
</name>
</person-group>
<source><![CDATA[Mitigating Phishing Attacks: An Overview]]></source>
<year>2019</year>
<page-range>72-7</page-range><publisher-loc><![CDATA[Kennesaw, Ga, Usa: Acm ]]></publisher-loc>
<publisher-name><![CDATA[Proceedings Of The 2019 Acm Southeast Conference]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B60">
<nlm-citation citation-type="">
<collab>Symantec</collab>
<source><![CDATA[Internet Security Threat Report 2019]]></source>
<year>2019</year>
<volume>24</volume>
</nlm-citation>
</ref>
<ref id="B61">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tahir]]></surname>
<given-names><![CDATA[M. A. U. H]]></given-names>
</name>
<name>
<surname><![CDATA[Asghar]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Zafar]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Gillani]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<source><![CDATA[A Hybrid Model To Detect Phishing-Sites Using Supervised Learning Algorithms.]]></source>
<year>2016</year>
<page-range>1126-33</page-range><publisher-name><![CDATA[Proceedings Of The 2016 International Conference On Computational Science And Computational Intelligence (Csci)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B62">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tyagi]]></surname>
<given-names><![CDATA[I]]></given-names>
</name>
<name>
<surname><![CDATA[Shad]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Sharma]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Gaur]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<source><![CDATA[A Novel Machine Learning Approach To Detect Phishing Websites.]]></source>
<year>2018</year>
<page-range>425-30</page-range><publisher-name><![CDATA[Proceedings Of The 2018 5th International Conference On Signal Processing And Integrated Networks (Spin)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B63">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Vazhayil]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Vinayakumar]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Soman]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
</person-group>
<source><![CDATA[Comparative Study Of The Detection Of Malicious Urls Using Shallow And Deep Networks.]]></source>
<year>2018</year>
<page-range>1-6</page-range><publisher-name><![CDATA[Proceedings Of The 2018 9th International Conference On Computing, Communication And Networking Technologies (Icccnt)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B64">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Verma]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Aassal]]></surname>
<given-names><![CDATA[A. E]]></given-names>
</name>
</person-group>
<source><![CDATA[Comprehensive Method For Detecting Phishing Emailsusing Correlation-Based Analysis And User Participation]]></source>
<year>2017</year>
<page-range>155-7</page-range><publisher-loc><![CDATA[Scottsdale, Arizona, Usa: Acm ]]></publisher-loc>
<publisher-name><![CDATA[Proceedings Of The Seventh Acm On Conference On Data And Application Security And Privacy]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B65">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Vieira]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
<name>
<surname><![CDATA[Koch]]></surname>
<given-names><![CDATA[F. L]]></given-names>
</name>
<name>
<surname><![CDATA[Sobral]]></surname>
<given-names><![CDATA[J. B. M]]></given-names>
</name>
<name>
<surname><![CDATA[Westphall]]></surname>
<given-names><![CDATA[C. B]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Autonomic Intrusion Detection And Response Using Big Data.]]></article-title>
<source><![CDATA[Ieee Systems Journal]]></source>
<year>2019</year>
<page-range>1-8</page-range></nlm-citation>
</ref>
<ref id="B66">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Vijayalakshmi]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Shalinie]]></surname>
<given-names><![CDATA[S. M]]></given-names>
</name>
<name>
<surname><![CDATA[Yang]]></surname>
<given-names><![CDATA[M. H.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Web Phishing Detection Techniques: A Survey On The State-Of-The-Art, Taxonomy And Future Directions]]></article-title>
<source><![CDATA[Iet Networks]]></source>
<year>2020</year>
<volume>9</volume>
<numero>5</numero>
<issue>5</issue>
<page-range>235-46</page-range></nlm-citation>
</ref>
<ref id="B67">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Duncan]]></surname>
<given-names><![CDATA[I]]></given-names>
</name>
</person-group>
<source><![CDATA[A Novel Method To Prevent Phishing By Using Ocr Technology.]]></source>
<year>2019</year>
<page-range>1-5</page-range><publisher-name><![CDATA[Proceedings Of The 2019 International Conference On Cyber Security And Protection Of Digital Services (Cyber Security)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B68">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Yassein]]></surname>
<given-names><![CDATA[M. B]]></given-names>
</name>
<name>
<surname><![CDATA[Aljawarneh]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Wahsheh]]></surname>
<given-names><![CDATA[Y. A.]]></given-names>
</name>
</person-group>
<source><![CDATA[Survey Of Online Social Networks Threats And Solutions.]]></source>
<year>2019</year>
<page-range>375-80</page-range><publisher-name><![CDATA[Proceedings Of The 2019 Ieee Jordan International Joint Conference On Electrical Engineering And Information Technology (Jeeit)]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B69">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[Z]]></given-names>
</name>
<name>
<surname><![CDATA[He]]></surname>
<given-names><![CDATA[Q]]></given-names>
</name>
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
</person-group>
<source><![CDATA[A Novel Multi-Layer Heuristic Model For Anti-Phishing.]]></source>
<year>2017</year>
<page-range>1-6</page-range><publisher-loc><![CDATA[Dalian Liaoning, China: Acm ]]></publisher-loc>
<publisher-name><![CDATA[Proceedings Of The 6th International Conference On Information Engineering.]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B70">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zhu]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Ye]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[X]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Ofs-Nn: An Effective Phishing Websites Detection Model Based On Optimal Feature Selection And Neural Network.]]></article-title>
<source><![CDATA[Ieee Access]]></source>
<year>2019</year>
<volume>7</volume>
<page-range>73271-84</page-range></nlm-citation>
</ref>
<ref id="B71">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zhu]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Ye]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
</person-group>
<source><![CDATA[An Effective Neural Network Phishing Detection Model Based On Optimal Feature Selection.]]></source>
<year>2018</year>
<page-range>781-7</page-range><publisher-name><![CDATA[Proceedings Of The 2018 Ieee Intl Conf On Parallel &amp; Distributed Processing With Applications]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B72">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zuraiq]]></surname>
<given-names><![CDATA[A. A]]></given-names>
</name>
<name>
<surname><![CDATA[Alkasassbeh]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<source><![CDATA[Review: Phishing Detection Approaches.]]></source>
<year>2019</year>
<page-range>1-6</page-range><publisher-name><![CDATA[Proceedings Of The 2019 2nd International Conference On New Trends In Computing Sciences (Ictcs).]]></publisher-name>
</nlm-citation>
</ref>
</ref-list>
</back>
</article>
