Network anomaly detection system using genetic algorithm and fuzzy logic

AH Hamamoto, LF Carvalho, LDH Sampaio… - Expert Systems with …, 2018 - Elsevier
Due to the sheer number of applications that uses computer networks, in which some are
crucial to users and enterprises, network management is essential. Therefore, integrity and …

A game theoretical based system using holt-winters and genetic algorithm with fuzzy logic for DoS/DDoS mitigation on SDN networks

MVO De Assis, AH Hamamoto, T Abrão… - IEEE …, 2017 - ieeexplore.ieee.org
The ever expanding the usage of cloud computing environments, connected applications
and Internet of Things-based devices have progressively increased the amount of data that …

Deep IP flow inspection to detect beyond network anomalies

AA Amaral, L de Souza Mendes, BB Zarpelão… - Computer …, 2017 - Elsevier
Taking into account the accelerated rate of network growth, the occurrence of anomalies
becomes inevitable. A single anomaly can affect the network performance so it is crucial to …

Anomaly detection using the correlational paraconsistent machine with digital signatures of network segment

EHM Pena, LF Carvalho, S Barbon Jr… - Information …, 2017 - Elsevier
This study presents the correlational paraconsistent machine (CPM), a tool for anomaly
detection that incorporates unsupervised models for traffic characterization and principles of …

Unsupervised learning clustering and self-organized agents applied to help network management

LF Carvalho, S Barbon Jr, L de Souza Mendes… - Expert Systems with …, 2016 - Elsevier
Traffic monitoring and anomaly detection are essential activities for computer network
management, since they provide relevant information about its current performance and …

ACO and GA metaheuristics for anomaly detection

AH Hamamoto, LF Carvalho… - 2015 34th international …, 2015 - ieeexplore.ieee.org
Computer networks have become an essential technology to society, providing information
and services to its users. Due to its importance, network management is necessary to …

The simulation of autonomic network management based on LET SON

Z Mu - 2017 4th International Conference on Industrial …, 2017 - ieeexplore.ieee.org
With information development, increasing scope and complexity of network management, it
is of great significance to achieve autonomic network management. In the relevant …