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Communications in Computer and Information Science(4)
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International Journal of Interactive Mobile Technologies(1)
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A Framework Based on Personality Traits to Identify Vulnerabilities to Social Engineering Attacks
Conference ObjectAbstract: Currently, all users massively use digital devices connected to the Internet. Because of this overcrPalabras claves:CYBERSECURITY, Five-Factor Model, framework, Personal trait, social engineeringAutores:Daniel Nu˜nez-Agurto, Eduardo Benavides-Astudillo, Gema Castillo-Zambrano, Germán Rodríguez-Galán, German Eduardo Rodríguez E.R. Galán, María Fernanda Cazares, Néstor Tipan-Guerrero, Walter Fuertes Díaz, WALTER MARCELO FUERTES DÍAZFuentes:googleorcidscopusComparative Study of Deep Learning Algorithms in the Detection of Phishing Attacks Based on HTML and Text Obtained from Web Pages
Conference ObjectAbstract: Phishing webpages are a type of cyber-attack whose objective is to try to deceive people through fraPalabras claves:deep learning, HTML code content, Phishing, Text content, WEB SCRAPINGAutores:Daniel Nu˜nez-Agurto, Eduardo Benavides-Astudillo, Germán Rodríguez-Galán, Sandra Patricia Sánchez Gordón, VERONICA ISABEL MARTINEZ CEPEDA, Verónica Martínez-Cepeda, WALTER MARCELO FUERTES DÍAZFuentes:googleorcidscopusDesign of an Academic CSIRT – A Proposal Based on Strategic Planning Principles
Conference ObjectAbstract: This work aims to design and implement an organizational model that supports the macro processes ofPalabras claves:Academic CSIRT, cert, Strategic planning processAutores:Daniel Nu˜nez-Agurto, Henry O. Cruz, Luis F. Recalde, Luis Recalde, Ricardo Carrera, Ron M., Tapia Freddy, WALTER MARCELO FUERTES DÍAZFuentes:orcidscopusAn Implementation of an Algorithm for Information Theft Using Deep Learning Techniques: An Ethical Hacking Event
Conference ObjectAbstract: Ethical hacking is modern data protection and prevention technique proper to prevent information losPalabras claves:deep learning, ETHICAL HACKING, neural network, ReLUAutores:CARLOS ANDRES ESTRADA VASQUEZ, Daniel Nu˜nez-Agurto, Joyce Denisse Castro, WALTER MARCELO FUERTES DÍAZFuentes:googleorcidscopusTraffic Classification in Software-Defined Networking by Employing Deep Learning Techniques: A Systematic Literature Review
Abstract: Software-Defined Networking provides a global vision of the network, centralized controller, dynamicPalabras claves:Deep learning, Software-defined networking, Systematic Literature Review, traffic classificationAutores:Daniel Nu˜nez-Agurto, Eduardo Benavides-Astudillo, Marrone L.A., Mitchell Vásquez Bermudez, WALTER MARCELO FUERTES DÍAZFuentes:orcidscopusApplication-Based Traffic Classification by Employing Machine Learning Models on Software-Defined Networking
OtherAbstract: The exponential growth of new applications and services on the Internet demands increased bandwidthPalabras claves:Application-based Classification, Machine Learning, Software Defined-NetworkingAutores:Daniel Nu˜nez-Agurto, Germán Rodríguez-Galán, Lesly Pisco, Marrone L.A., WALTER MARCELO FUERTES DÍAZ, Xiomara OrdoñezFuentes:orcidscopusAttack Classification Using Machine Learning Techniques in Software-Defined Networking
OtherAbstract: Software-defined networking represents a novel network model that separates control functionality frPalabras claves:Attacks classification, Machine Learning, Software-defined networkingAutores:Daniel Nu˜nez-Agurto, Eduardo Benavides-Astudillo, Franklin Perez, Marrone L.A., Miguel Castillo-Camacho, WALTER MARCELO FUERTES DÍAZFuentes:orcidscopusNDLP Phishing: A Fine-Tuned Application to Detect Phishing Attacks Based on Natural Language Processing and Deep Learning
ArticleAbstract: Phishing is a cyberattack that aims to deceive and harm users socially or economically. The most elaPalabras claves:Application, BiGRU, chrome extension, deep learning (DL), Fine-Tuning, Natural language processing (NLP), PhishingAutores:Daniel Nu˜nez-Agurto, Eduardo Benavides-Astudillo, Sandra Patricia Sánchez Gordón, WALTER MARCELO FUERTES DÍAZFuentes:orcidscopusA Novel Traffic Classification Approach by Employing Deep Learning on Software-Defined Networking
ArticleAbstract: The ever-increasing diversity of Internet applications and the rapid evolution of network infrastrucPalabras claves:BiGRU, BiLSTM, Deep learning, GRU, LSTM, Recurrent Neural Network, SDN, traffic classificationAutores:Christian Coronel-Guerrero, Daniel Nu˜nez-Agurto, Eduardo Benavides-Astudillo, Franklin Perez, Marrone L.A., WALTER MARCELO FUERTES DÍAZFuentes:orcidscopus