FRANCISCO
JÁÑEZ MARTINO
Titulado Superior Investigador
Publikationen (28) Publikationen von FRANCISCO JÁÑEZ MARTINO
2024
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A review of Spotting Child Sexual Exploitation Material using File Names and their Path
IX Jornadas Nacionales de Investigación En Ciberseguridad
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Analysis and classification of spam email using Artificial Intelligence to identify cyberthreats
Procesamiento del lenguaje natural, Núm. 72, pp. 155-158
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Classifying the content of online notepad services using active learning
Journal of Intelligent Information Systems
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Spam hierarchical clustering for campaigns spotting and topic-based classification
IX Jornadas Nacionales de Investigación En Ciberseguridad
2023
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A review of spam email detection: analysis of spammer strategies and the dataset shift problem
Artificial Intelligence Review, Vol. 56, Núm. 2, pp. 1145-1173
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A survey on spam detection, spammer strategies and the dataset shift problem
Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad: Vigo, 21 a 23 de junio de 2023
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Applying Machine Learning to login URLs for phishing detection
Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad: Vigo, 21 a 23 de junio de 2023
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Classifying spam emails using agglomerative hierarchical clustering and a topic-based approach
Applied Soft Computing, Vol. 139
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Malware detection in spam emails using natural language processing
Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad: Vigo, 21 a 23 de junio de 2023
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Novel benchmark dataset and features to detect phishing on web pages
Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad: Vigo, 21 a 23 de junio de 2023
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UniLeon-UniBO at IberLEF 2023 Task DIPROMATS: RoBERTa-based Models to Climb Up the Propaganda Tree in English and Spanish
CEUR Workshop Proceedings
2022
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Classifying suspicious Pastebin content usingMachine Learning
Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º.2022.Bilbao) (Fundación Tecnalia Research and Innovation), pp. 279-280
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Detecting malware using text documents extracted from spam email through machine learning
DocEng 2022 - Proceedings of the 2022 ACM Symposium on Document Engineering
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Extracting Composition and Social EngineeringFeatures to Measure Spam Address Credibility
Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º.2022.Bilbao) (Fundación Tecnalia Research and Innovation), pp. 261-262
2021
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Classifying Screenshots of Industrial Control System Using Transfer Learning and Fine-Tuning
Investigación en Ciberseguridad, pp. 151-152
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Detecting vulnerabilities in critical infrastructures by classifying exposed industrial control systems using deep learning
Applied Sciences (Switzerland), Vol. 11, Núm. 1, pp. 1-14
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Fraudulent E-Commerce Websites Detection Through Machine Learning
Hybrid Artificial Intelligent Systems: 16th International Conference, HAIS 2021. Bilbao, Spain. September 22–24, 2021. Proceedings
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Fraudulent E-Commerce Websites Detection Through Machine Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Reinforcement of age estimation in forensic tools to detect Child Sexual Exploitation Material
Investigación en Ciberseguridad (Universidad de Castilla la Mancha, Servicio de Publicaciones)
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Trustworthiness of spam email addresses using machine learning
DocEng 2021 - Proceedings of the 2021 ACM Symposium on Document Engineering