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Ignasi Paredes-Oliva, Ph.D.
Ignasi Paredes-Oliva, Ph.D.
Lead Data Scientist at Nestlé
Verified email at es.nestle.com - Homepage
Title
Cited by
Cited by
Year
Practical Anomaly Detection based on Classifying Frequent Traffic Patterns
I Paredes-Oliva, I Castell-Uroz, P Barlet-Ros, X Dimitropoulos, ...
IEEE Global Internet Symposium (GI), 2012
572012
Portscan detection with sampled netflow
I Paredes-Oliva, P Barlet-Ros, J Solé-Pareta
Traffic Monitoring and Analysis (TMA), 2009
342009
Automating root-cause analysis of network anomalies using frequent itemset mining
I Paredes-Oliva, X Dimitropoulos, M Molina, P Barlet-Ros, D Brauckhoff
ACM SIGCOMM (demo), 2010
282010
Operational Experiences with Anomaly Detection in Backbone Networks
M Molina, I Paredes-Oliva, W Routly, P Barlet-Ros
Elsevier Computers & Security 31 (3), 273-285, 2012
192012
FaRNet: Fast Recognition of High-Dimensional Patterns from Big Network Traffic Data
I Paredes-Oliva, P Barlet-Ros, X Dimitropoulos
Elsevier Computer Networks 57 (18), 3897-3913, 2013
62013
Addressing Practical Challenges for Anomaly Detection in Backbone Networks
I Paredes-Oliva
Ph.D. Thesis, UPC BarcelonaTech, 2013
32013
FaRNet: Fast Recognition of High Multi-Dimensional Network Traffic Patterns
I Paredes-Oliva, P Barlet-Ros, X Dimitropoulos
ACM SIGMETRICS (poster), 2013
32013
Scan Detection under Sampling: A New Perspective
I Paredes-Oliva, P Barlet-Ros, J Solé-Pareta
IEEE Computer Magazine 46 (4), 38-44, 2013
32013
Automatic Validation and Evidence Collection of Security Related Network Anomalies
I Paredes-Oliva, P Barlet-Ros, M Molina
Passive and Active Measurement Conference (PAM) (poster), 2010
32010
Anomaly Detection in Backbone Networks: Building a Security Service Upon an Innovative Tool
W Routly, M Molina, I Paredes-Oliva, A Jain
TERENA Networking Conference (TNC), 2010
22010
Operational experiences with anomaly detection in backbone networks
P Barlet, M Molina, I Paredes Oliva, W Routly
2012
Analysis of the Impact of Traffic Sampling on Portscan Detection
I Paredes-Oliva, P Barlet-Ros, J Solé-Pareta
Technical Report, UPC BarcelonaTech, 2009
2009
TNC2010 Extended Abstract: ANOMALY DETECTION IN BACKBONE NETWORKS: BUILDING A SECURITY SERVICE UPON AN INNOVATIVE
M Molina, W Routly, I Paredes-Oliva, A Jain
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Articles 1–13