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Advances in Intelligent Systems and Computing(3)
2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017(2)
RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao(2)
2018 5th International Conference on eDemocracy and eGovernment, ICEDEG 2018(1)
2020 International Symposium on Networks, Computers and Communications, ISNCC 2020(1)
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A survey on situational awareness of ransomware attacks-detection and prevention parameters
ArticleAbstract: In recent years, cybercrime activities have grown significantly, compromising device security and jePalabras claves:information security, pbkp_rediction, ransomware, Situational awarenessAutores:Ángel Leonardo Valdivieso Caraguay, Juan A.Herrera Silva, Lorena Isabel Barona López, Myriam Hernández-AlvarezFuentes:scopusDynamic Feature Dataset for Ransomware Detection Using Machine Learning Algorithms
ArticleAbstract: Ransomware-related cyber-attacks have been on the rise over the last decade, disturbing organizationPalabras claves:Analysis, classification, Dataset, dynamic, encryptor, Features, locker, Machine learning, ransomwareAutores:Juan A. Herrera Silva, Myriam Hernández-AlvarezFuentes:googlescopusEEG-Based BCI Emotion Recognition Using the Stock-Emotion Dataset
Conference ObjectAbstract: We present a novel method of emotion elicitation through stock trad- ing activities in a competitivePalabras claves:Bci, EEG, Emotion recognition, Feature Extraction, Machine learningAutores:Edgar P. Torres, Myriam Hernández-Alvarez, Sang Guun Yoo, Torres H E.Fuentes:scopusEmotion Recognition Related to Stock Trading Using Machine Learning Algorithms with Feature Selection
ArticleAbstract: This article proposes an emotion elicitation method to develop our Stock-Emotion dataset: A collectiPalabras claves:Bci, Dasm, De, deep learning, EEG, Emotion elicitation, Emotion recognition, random forest, Rasm, Stock market tradingAutores:Edgar Alejandro Torres, Edgar P. Torres, Myriam Hernández-Alvarez, Sang Guun YooFuentes:scopusIdentifying human trafficking patterns online
Conference ObjectAbstract: Human trafficking is a major concern worldwide which has evolved with the use of the Internet. IllicPalabras claves:Data Mining, human trafficking, illicit domains, information extraction, Machine learning, SOCIAL NETWORKSAutores:Danilo Burbano, Myriam Hernández-AlvarezFuentes:scopusIllicit, Hidden Advertisements on Twitter
Conference ObjectAbstract: Modern communication is ubiquitous thanks to the advances in mobile devices and the spread of socialPalabras claves:Data Mining, human trafficking, illicit services, information extraction, SOCIAL NETWORKS, TwitterAutores:Danilo Burbano, Myriam Hernández-AlvarezFuentes:scopusKey indicators in ransomware detection
ArticleAbstract: The growing number of devices sharing personal information and the privacy provided by cryptocurrencPalabras claves:CryptoLocker, Cuckoo Sandbox, Malware analysis, ransomware, WannaCryAutores:Ángel Leonardo Valdivieso Caraguay, Freddy Daniel Bazante Veloz, Lorena Isabel Barona López, Myriam Hernández-AlvarezFuentes:scopusLarge scale ransomware detection by cognitive security
Conference ObjectAbstract: Attacks of Ransomware [14] are increasing every day. This type of threads explodes the system vulnerPalabras claves:classification, Data Mining, LOGS, Machine learning, ransomwareAutores:Juan A.Herrera Silva, Myriam Hernández-AlvarezFuentes:scopusRansomware dataset based on dynamic analysis
ArticleAbstract: Ransomware attacks have become a serious threat to the security of information worldwide, so that thPalabras claves:Analysis, Dataset, processes, ransomware, Registry keysAutores:Ángel Leonardo Valdivieso Caraguay, Freddy Daniel Bazante Veloz, Juan A. Herrera Silva, Lorena Isabel Barona López, Myriam Hernández-AlvarezFuentes:scopusMachine Learning Analysis of EEG Measurements of Stock Trading Performance
Conference ObjectAbstract: In this paper, we analyze the participants’ state of mind through the measurement of EEG readings liPalabras claves:Brain-Computer Interface, EEG, Emotion recognition, Machine learningAutores:Edgar Alejandro Torres, Edgar P. Torres, Myriam Hernández-Alvarez, Sang Guun YooFuentes:scopus