Anomaly detection using forecasting methods arima and hwds

EHM Pena, MVO de Assis… - 2013 32nd international …, 2013 - ieeexplore.ieee.org
Understanding the normal operation of IP networks is a common step in building a solution
for automatic detection of network anomalies. Toward this end, we analyze the usage of two …

A seven-dimensional flow analysis to help autonomous network management

MVO De Assis, JJPC Rodrigues, ML Proenca Jr - Information Sciences, 2014 - Elsevier
Due to the increasing need of more agility in information exchange, computer networks are
continuously expanding both in magnitude and complexity of the management processes …

Novel search engine: Combination of link and popularity rank for multimedia retrieval

H Hama, TT Zin, P Tin - 2008 3rd International Conference on …, 2008 - ieeexplore.ieee.org
In contrast with the current search engines that essentially do page-level ranking and
searching, we are exploring a new paradigm to enable Web search at image level by …

A hybrid approach for anomaly detection on large-scale networks using HWDS and entropy

MVO De Assis, JJPC Rodrigues… - 2013 21st International …, 2013 - ieeexplore.ieee.org
The constant growth in scale and complexity of computer networks in recent years has led to
the need for more powerful anomaly detection tools and approaches. Several researches …

BATSense: anomalous security event detection using TBATS machine learning

P Bajpai, T Olsen, S Edgar, R McCurdy… - … conference on cyber …, 2019 - ieeexplore.ieee.org
The BATSense anomaly detection methodology has been running in a large university (~
50k students) successfully detecting anomalies across 300k devices for a year. We use …