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A 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:orcidscopusA Phishing-Attack-Detection Model Using Natural Language Processing and Deep Learning
ArticleAbstract: Phishing is a type of cyber-attack that aims to deceive users, usually using fraudulent web pages thPalabras claves:BiGRU, BiLSTM, Deep learning, Glove, GRU, Keras embedding, LSTM, Natural Language processing, NLP, PhishingAutores:Daniel Nu˜nez-Agurto, Eduardo Benavides-Astudillo, Germán Rodríguez-Galán, Sandra Patricia Sánchez Gordón, 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: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: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:googleorcidscopusMachine Learning-Based Traffic Classification in Software-Defined Networking: A Systematic Literature Review, Challenges, and Future Research Directions
ArticleAbstract: The growing diversification of Internet applications and the continuous evolution of network infrastPalabras claves:Deep learning, Machine Learning, Softwaredefined networking, traffic classificationAutores:Daniel Nu˜nez-Agurto, Luis Marrone, Marrone L.A., Mayra MacAs, WALTER MARCELO FUERTES DÍAZFuentes:googlescopus