Pedro Casas

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Pavol Mulinka

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Publications

2021
[j23]
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Sarah Wassermann, Thibaut Cuvelier, Pavol Mulinka, Pedro Casas:
Adaptive and Reinforcement Learning Approaches for Online Network Monitoring and Analysis. IEEE Trans. Netw. Serv. Manag. 18(2): 1832-1849 (2021)
2020
[c111]
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  - conf/eurosp/MulinkaFCK20
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Pavol Mulinka, Kensuke Fukuda, Pedro Casas, Lukas Kencl:
WhatsThat? On the Usage of Hierarchical Clustering for Unsupervised Detection & Interpretation of Network Attacks. EuroS&P Workshops 2020: 574-583
[c109]
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  - conf/nof/MulinkaCFK20
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Pavol Mulinka, Pedro Casas, Kensuke Fukuda, Lukas Kencl:
HUMAN - Hierarchical Clustering for Unsupervised Anomaly Detection & Interpretation. NOF 2020: 132-140
2019
[c103]
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  - conf/ccs/CasasMV19
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Pedro Casas, Pavol Mulinka, Juan Martin Vanerio:
Should I (re)Learn or Should I Go(on)?: Stream Machine Learning for Adaptive Defense against Network Attacks. MTD@CCS 2019: 79-88
[c102]
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  - conf/cloudnet/MulinkaCV19
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Pavol Mulinka, Pedro Casas, Juan Martin Vanerio:
Continuous and Adaptive Learning over Big Streaming Data for Network Security. CloudNet 2019: 1-4
[c101]
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Sarah Wassermann, Thibaut Cuvelier, Pavol Mulinka, Pedro Casas:
ADAM & RAL: Adaptive Memory Learning and Reinforcement Active Learning for Network Monitoring. CNSM 2019: 1-9
2018
[c87]
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Pavol Mulinka, Pedro Casas, Lukas Kencl:
Hi-Clust: Unsupervised Analysis of Cloud Latency Measurements Through Hierarchical Clustering. CloudNet 2018: 1-7
[c80]
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  - conf/sigcomm/MulinkaC18
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Pavol Mulinka, Pedro Casas:
Stream-based Machine Learning for Network Security and Anomaly Detection. Big-DAMA@SIGCOMM 2018: 1-7
[c79]
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  - conf/sigcomm/MulinkaC18a
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Pavol Mulinka, Pedro Casas:
Adaptive Network Security through Stream Machine Learning. SIGCOMM Posters and Demos 2018: 4-5

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