Towards a Reliable Comparison and Evaluation of Network Intrusion Detection Systems Based on Machine Learning Approaches von Magán-Carrión, Roberto, Urda, Daniel, Díaz-Cano, Ignacio, Dorronsoro, Bernabé

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UGR‘16: A new dataset for the evaluation of cyclostationarity-based network IDSs von Maciá-Fernández, Gabriel, Camacho, José, Magán-Carrión, Roberto, García-Teodoro, Pedro, Therón, Roberto

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Methodology for the Detection of Contaminated Training Datasets for Machine Learning-Based Network Intrusion-Detection Systems von Medina-Arco, Joaquín Gaspar, Magán-Carrión, Roberto, Rodríguez-Gómez, Rafael Alejandro, García-Teodoro, Pedro

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Crypto-Ransomware: A Revision of the State of the Art, Advances and Challenges von Gómez Hernández, José Antonio, García Teodoro, Pedro, Magán Carrión, Roberto, Rodríguez Gómez, Rafael

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Multivariate Statistical Network Monitoring–Sensor: An effective tool for real-time monitoring and anomaly detection in complex networks and systems von Magán-Carrión, Roberto, Camacho, José, Maciá-Fernández, Gabriel, Ruíz-Zafra, Ángel

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Networkmetrics: multivariate big data analysis in the context of the internet von Camacho, José, Magán-Carrión, Roberto, García-Teodoro, Pedro, Treinen, James J.

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Networkmetrics: multivariate big data analysis in the context of the internet von Camacho, José, Magán-Carrión, Roberto, García-Teodoro, Pedro, Treinen, James J.

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Multivariate Statistical Approach for Anomaly Detection and Lost Data Recovery in Wireless Sensor Networks von Magán-Carrión, Roberto, Camacho, José, García-Teodoro, Pedro

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Evaluating the Impact of Different Feature as a Counter Data Aggregation approaches on the Performance of NIDSs and Their Selected Features von Magán-Carrión, Roberto, Urda, Daniel, Diaz-Cano, Ignacio, Dorronsoro, Bernabé

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Improving the Reliability of Network Intrusion Detection Systems Through Dataset Integration von Magan-Carrion, Roberto, Urda, Daniel, Diaz-Cano, Ignacio, Dorronsoro, Bernabe

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Drawing the web structure and content analysis beyond the Tor darknet: Freenet as a case of study von Figueras-Martín, Emilio, Magán-Carrión, Roberto, Boubeta-Puig, Juan

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Unveiling the I2P web structure: A connectivity analysis von Magán-Carrión, Roberto, Abellán-Galera, Alberto, Maciá-Fernández, Gabriel, García-Teodoro, Pedro

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Optimal relay placement in multi-hop wireless networks von Magán-Carrión, Roberto, Rodríguez-Gómez, Rafael A., Camacho, José, García-Teodoro, Pedro

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A Dynamical Relay node placement solution for MANETs von Magán-Carrión, Roberto, Camacho, José, García-Teodoro, Pedro, Flushing, Eduardo Feo, Di Caro, Gianni A.

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A model of data forwarding in MANETs for lightweight detection of malicious packet dropping von Sánchez-Casado, Leovigildo, Maciá-Fernández, Gabriel, García-Teodoro, Pedro, Magán-Carrión, Roberto

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Preserving authentication and availability security services through Multivariate Statistical Network Monitoring von Soufiane, Sail, Magán-Carrión, Roberto, Medina-Bulo, Inmaculada, Bouden, Halima

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Assessing the Impact of Batch-Based Data Aggregation Techniques for Feature Engineering on Machine Learning-Based Network IDSs von Magán-Carrión, Roberto, Urda, Daniel, Díaz-Cano, Ignacio, Dorronsoro, Bernabé

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Exploring Hidden Anomalies in UGR'16 Network Dataset with Kitsune von Medina-Arco, Joaquín Gaspar, Magán-Carrión, Roberto, Rodríguez-Gómez, Rafael A.

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Improving the Reliability of Network Intrusion Detection Systems through Dataset Integration von Magán-Carrión, Roberto, Urda, Daniel, Díaz-Cano, Ignacio, Dorronsoro, Bernabé

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On the Way of Protecting MANETs Against Security Threats: A Proactive Approach von Magán-Carrión, Roberto, Dorronsoro, Bernabe

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