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export results for "stream:streams/conf/bigdama:"
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@inproceedings{DBLP:conf/conext/0002CM19,
author = {Andrea Morichetta and
Pedro Casas and
Marco Mellia},
title = {{EXPLAIN-IT:} Towards Explainable {AI} for Unsupervised Network Traffic
Analysis},
booktitle = {Proceedings of the 3rd {ACM} CoNEXT Workshop on Big DAta, Machine
Learning and Artificial Intelligence for Data Communication Networks,
Big-DAMA@CoNEXT 2019, Orlando, FL, USA, December 9, 2019},
pages = {22--28},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3359992.3366639},
doi = {10.1145/3359992.3366639},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/conext/0002CM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conext/BachlHFZ19,
author = {Maximilian Bachl and
Alexander Hartl and
Joachim Fabini and
Tanja Zseby},
title = {Walling up Backdoors in Intrusion Detection Systems},
booktitle = {Proceedings of the 3rd {ACM} CoNEXT Workshop on Big DAta, Machine
Learning and Artificial Intelligence for Data Communication Networks,
Big-DAMA@CoNEXT 2019, Orlando, FL, USA, December 9, 2019},
pages = {8--13},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3359992.3366638},
doi = {10.1145/3359992.3366638},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/conext/BachlHFZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conext/BhatiaBELG19,
author = {Randeep Bhatia and
Steven A. Benno and
Jairo O. Esteban and
T. V. Lakshman and
John Grogan},
title = {Unsupervised machine learning for network-centric anomaly detection
in IoT},
booktitle = {Proceedings of the 3rd {ACM} CoNEXT Workshop on Big DAta, Machine
Learning and Artificial Intelligence for Data Communication Networks,
Big-DAMA@CoNEXT 2019, Orlando, FL, USA, December 9, 2019},
pages = {42--48},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3359992.3366641},
doi = {10.1145/3359992.3366641},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/conext/BhatiaBELG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conext/ChowdhuryLT19,
author = {Sayantan Chowdhury and
Ben Liang and
Ali Tizghadam},
title = {Explaining Class-of-Service Oriented Network Traffic Classification
with Superfeatures},
booktitle = {Proceedings of the 3rd {ACM} CoNEXT Workshop on Big DAta, Machine
Learning and Artificial Intelligence for Data Communication Networks,
Big-DAMA@CoNEXT 2019, Orlando, FL, USA, December 9, 2019},
pages = {29--34},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3359992.3366767},
doi = {10.1145/3359992.3366767},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/conext/ChowdhuryLT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conext/GalloBV19,
author = {Luigi Gallo and
Alessio Botta and
Giorgio Ventre},
title = {Identifying threats in a large company's inbox},
booktitle = {Proceedings of the 3rd {ACM} CoNEXT Workshop on Big DAta, Machine
Learning and Artificial Intelligence for Data Communication Networks,
Big-DAMA@CoNEXT 2019, Orlando, FL, USA, December 9, 2019},
pages = {1--7},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3359992.3366637},
doi = {10.1145/3359992.3366637},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/conext/GalloBV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conext/HashemiCK19,
author = {Mohammad J. Hashemi and
Greg Cusack and
Eric Keller},
title = {Towards Evaluation of NIDSs in Adversarial Setting},
booktitle = {Proceedings of the 3rd {ACM} CoNEXT Workshop on Big DAta, Machine
Learning and Artificial Intelligence for Data Communication Networks,
Big-DAMA@CoNEXT 2019, Orlando, FL, USA, December 9, 2019},
pages = {14--21},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3359992.3366642},
doi = {10.1145/3359992.3366642},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/conext/HashemiCK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conext/SanchezFPB19,
author = {Odnan Ref Sanchez and
Simone Ferlin and
Cristel Pelsser and
Randy Bush},
title = {Comparing Machine Learning Algorithms for {BGP} Anomaly Detection
using Graph Features},
booktitle = {Proceedings of the 3rd {ACM} CoNEXT Workshop on Big DAta, Machine
Learning and Artificial Intelligence for Data Communication Networks,
Big-DAMA@CoNEXT 2019, Orlando, FL, USA, December 9, 2019},
pages = {35--41},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3359992.3366640},
doi = {10.1145/3359992.3366640},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/conext/SanchezFPB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/conext/2019bigdama,
title = {Proceedings of the 3rd {ACM} CoNEXT Workshop on Big DAta, Machine
Learning and Artificial Intelligence for Data Communication Networks,
Big-DAMA@CoNEXT 2019, Orlando, FL, USA, December 9, 2019},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3359992},
doi = {10.1145/3359992},
isbn = {978-1-4503-6999-2},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/conext/2019bigdama.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/GeyerC18,
author = {Fabien Geyer and
Georg Carle},
editor = {Pedro Casas and
Marco Mellia and
Alberto Dainotti and
Tanja Zseby},
title = {Learning and Generating Distributed Routing Protocols Using Graph-Based
Deep Learning},
booktitle = {Proceedings of the 2018 Workshop on Big Data Analytics and Machine
Learning for Data Communication Networks, Big-DAMA@SIGCOMM 2018, Budapest,
Hungary, August 20, 2018},
pages = {40--45},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3229607.3229610},
doi = {10.1145/3229607.3229610},
timestamp = {Wed, 21 Nov 2018 12:44:03 +0100},
biburl = {https://dblp.org/rec/conf/sigcomm/GeyerC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/LiLZC18,
author = {Mingda Li and
Cristian Lumezanu and
Bo Zong and
Haifeng Chen},
editor = {Pedro Casas and
Marco Mellia and
Alberto Dainotti and
Tanja Zseby},
title = {Deep Learning {IP} Network Representations},
booktitle = {Proceedings of the 2018 Workshop on Big Data Analytics and Machine
Learning for Data Communication Networks, Big-DAMA@SIGCOMM 2018, Budapest,
Hungary, August 20, 2018},
pages = {33--39},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3229607.3229609},
doi = {10.1145/3229607.3229609},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigcomm/LiLZC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/MestresAJC18,
author = {Albert Mestres and
Eduard Alarc{\'{o}}n and
Yusheng Ji and
Albert Cabellos{-}Aparicio},
editor = {Pedro Casas and
Marco Mellia and
Alberto Dainotti and
Tanja Zseby},
title = {Understanding the Modeling of Computer Network Delays using Neural
Networks},
booktitle = {Proceedings of the 2018 Workshop on Big Data Analytics and Machine
Learning for Data Communication Networks, Big-DAMA@SIGCOMM 2018, Budapest,
Hungary, August 20, 2018},
pages = {46--52},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3229607.3229613},
doi = {10.1145/3229607.3229613},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigcomm/MestresAJC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/MulinkaC18,
author = {Pavol Mulinka and
Pedro Casas},
editor = {Pedro Casas and
Marco Mellia and
Alberto Dainotti and
Tanja Zseby},
title = {Stream-based Machine Learning for Network Security and Anomaly Detection},
booktitle = {Proceedings of the 2018 Workshop on Big Data Analytics and Machine
Learning for Data Communication Networks, Big-DAMA@SIGCOMM 2018, Budapest,
Hungary, August 20, 2018},
pages = {1--7},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3229607.3229612},
doi = {10.1145/3229607.3229612},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigcomm/MulinkaC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/OtomoKFE18,
author = {Kazuki Otomo and
Satoru Kobayashi and
Kensuke Fukuda and
Hiroshi Esaki},
editor = {Pedro Casas and
Marco Mellia and
Alberto Dainotti and
Tanja Zseby},
title = {Finding Anomalies in Network System Logs with Latent Variables},
booktitle = {Proceedings of the 2018 Workshop on Big Data Analytics and Machine
Learning for Data Communication Networks, Big-DAMA@SIGCOMM 2018, Budapest,
Hungary, August 20, 2018},
pages = {8--14},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3229607.3229608},
doi = {10.1145/3229607.3229608},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigcomm/OtomoKFE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/PutinaRBBPPN18,
author = {Andrian Putina and
Dario Rossi and
Albert Bifet and
Steven Barth and
Drew Pletcher and
Cristina Precup and
Patrice Nivaggioli},
editor = {Pedro Casas and
Marco Mellia and
Alberto Dainotti and
Tanja Zseby},
title = {Telemetry-based stream-learning of {BGP} anomalies},
booktitle = {Proceedings of the 2018 Workshop on Big Data Analytics and Machine
Learning for Data Communication Networks, Big-DAMA@SIGCOMM 2018, Budapest,
Hungary, August 20, 2018},
pages = {15--20},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3229607.3229611},
doi = {10.1145/3229607.3229611},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigcomm/PutinaRBBPPN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/SchiffZJS18,
author = {Liron Schiff and
Ofri Ziv and
Manfred Jaeger and
Stefan Schmid},
editor = {Pedro Casas and
Marco Mellia and
Alberto Dainotti and
Tanja Zseby},
title = {NetSlicer: Automated and Traffic-Pattern Based Application Clustering
in Datacenters},
booktitle = {Proceedings of the 2018 Workshop on Big Data Analytics and Machine
Learning for Data Communication Networks, Big-DAMA@SIGCOMM 2018, Budapest,
Hungary, August 20, 2018},
pages = {21--26},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3229607.3229614},
doi = {10.1145/3229607.3229614},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigcomm/SchiffZJS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/ZhaoTMCW18,
author = {Jianxin Zhao and
Tudor Tiplea and
Richard Mortier and
Jon Crowcroft and
Liang Wang},
editor = {Pedro Casas and
Marco Mellia and
Alberto Dainotti and
Tanja Zseby},
title = {Data Analytics Service Composition and Deployment on Edge Devices},
booktitle = {Proceedings of the 2018 Workshop on Big Data Analytics and Machine
Learning for Data Communication Networks, Big-DAMA@SIGCOMM 2018, Budapest,
Hungary, August 20, 2018},
pages = {27--32},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3229607.3229615},
doi = {10.1145/3229607.3229615},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigcomm/ZhaoTMCW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigcomm/2018big-dama,
editor = {Pedro Casas and
Marco Mellia and
Alberto Dainotti and
Tanja Zseby},
title = {Proceedings of the 2018 Workshop on Big Data Analytics and Machine
Learning for Data Communication Networks, Big-DAMA@SIGCOMM 2018, Budapest,
Hungary, August 20, 2018},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3229607},
doi = {10.1145/3229607},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigcomm/2018big-dama.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/BlenkKKS17,
author = {Andreas Blenk and
Patrick Kalmbach and
Wolfgang Kellerer and
Stefan Schmid},
title = {o'zapft is: Tap Your Network Algorithm's Big Data!},
booktitle = {Proceedings of the Workshop on Big Data Analytics and Machine Learning
for Data Communication Networks, Big-DAMA@SIGCOMM 2017, Los Angeles,
CA, USA, August 21, 2017},
pages = {19--24},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3098593.3098597},
doi = {10.1145/3098593.3098597},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigcomm/BlenkKKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/FiadinoPATD17,
author = {Pierdomenico Fiadino and
V{\'{\i}}ctor Ponce{-}L{\'{o}}pez and
Juan Antonio and
Marc Torrent{-}Moreno and
Alessandro D'Alconzo},
title = {Call Detail Records for Human Mobility Studies: Taking Stock of the
Situation in the "Always Connected Era"},
booktitle = {Proceedings of the Workshop on Big Data Analytics and Machine Learning
for Data Communication Networks, Big-DAMA@SIGCOMM 2017, Los Angeles,
CA, USA, August 21, 2017},
pages = {43--48},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3098593.3098601},
doi = {10.1145/3098593.3098601},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigcomm/FiadinoPATD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/FrishmanBM17,
author = {Gal Frishman and
Yaniv Ben{-}Itzhak and
Oded Margalit},
title = {Cluster-Based Load Balancing for Better Network Security},
booktitle = {Proceedings of the Workshop on Big Data Analytics and Machine Learning
for Data Communication Networks, Big-DAMA@SIGCOMM 2017, Los Angeles,
CA, USA, August 21, 2017},
pages = {7--12},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3098593.3098595},
doi = {10.1145/3098593.3098595},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigcomm/FrishmanBM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/GonzalezMGMHNN17,
author = {Roberto Gonzalez and
Filipe Manco and
Alberto Garc{\'{\i}}a{-}Dur{\'{a}}n and
Jose Mendes and
Felipe Huici and
Saverio Niccolini and
Mathias Niepert},
title = {Net2Vec: Deep Learning for the Network},
booktitle = {Proceedings of the Workshop on Big Data Analytics and Machine Learning
for Data Communication Networks, Big-DAMA@SIGCOMM 2017, Los Angeles,
CA, USA, August 21, 2017},
pages = {13--18},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3098593.3098596},
doi = {10.1145/3098593.3098596},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigcomm/GonzalezMGMHNN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/GuttermanMZLKZ17,
author = {Craig L. Gutterman and
Weiyang Mo and
Shengxiang Zhu and
Yao Li and
Daniel C. Kilper and
Gil Zussman},
title = {Neural Network Based Wavelength Assignment in Optical Switching},
booktitle = {Proceedings of the Workshop on Big Data Analytics and Machine Learning
for Data Communication Networks, Big-DAMA@SIGCOMM 2017, Los Angeles,
CA, USA, August 21, 2017},
pages = {37--42},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3098593.3098600},
doi = {10.1145/3098593.3098600},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigcomm/GuttermanMZLKZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/ShadiND17,
author = {Kamal Shadi and
Preethi Natarajan and
Constantine Dovrolis},
title = {Hierarchical {IP} flow clustering},
booktitle = {Proceedings of the Workshop on Big Data Analytics and Machine Learning
for Data Communication Networks, Big-DAMA@SIGCOMM 2017, Los Angeles,
CA, USA, August 21, 2017},
pages = {25--30},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3098593.3098598},
doi = {10.1145/3098593.3098598},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigcomm/ShadiND17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/VanerioC17,
author = {Juan Martin Vanerio and
Pedro Casas},
title = {Ensemble-learning Approaches for Network Security and Anomaly Detection},
booktitle = {Proceedings of the Workshop on Big Data Analytics and Machine Learning
for Data Communication Networks, Big-DAMA@SIGCOMM 2017, Los Angeles,
CA, USA, August 21, 2017},
pages = {1--6},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3098593.3098594},
doi = {10.1145/3098593.3098594},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigcomm/VanerioC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/VassioGTMS17,
author = {Luca Vassio and
Danilo Giordano and
Martino Trevisan and
Marco Mellia and
Ana Paula Couto da Silva},
title = {Users' Fingerprinting Techniques from {TCP} Traffic},
booktitle = {Proceedings of the Workshop on Big Data Analytics and Machine Learning
for Data Communication Networks, Big-DAMA@SIGCOMM 2017, Los Angeles,
CA, USA, August 21, 2017},
pages = {49--54},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3098593.3098602},
doi = {10.1145/3098593.3098602},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigcomm/VassioGTMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/WassermannCCD17,
author = {Sarah Wassermann and
Pedro Casas and
Thibaut Cuvelier and
Benoit Donnet},
title = {NETPerfTrace: Predicting Internet Path Dynamics and Performance with
Machine Learning},
booktitle = {Proceedings of the Workshop on Big Data Analytics and Machine Learning
for Data Communication Networks, Big-DAMA@SIGCOMM 2017, Los Angeles,
CA, USA, August 21, 2017},
pages = {31--36},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3098593.3098599},
doi = {10.1145/3098593.3098599},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigcomm/WassermannCCD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sigcomm/2017big-dama,
title = {Proceedings of the Workshop on Big Data Analytics and Machine Learning
for Data Communication Networks, Big-DAMA@SIGCOMM 2017, Los Angeles,
CA, USA, August 21, 2017},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3098593},
doi = {10.1145/3098593},
isbn = {978-1-4503-5054-9},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigcomm/2017big-dama.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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