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Streaming data analysis is increasingly required in applications, e.g., IoT, cybersecurity, robotics, mechatronics or cyber-physical systems. Despite its relevance, it is still an emerging field with open challenges. SDO is a recent anomaly detection
Externí odkaz:
http://arxiv.org/abs/2409.02973
Publikováno v:
In Expert Systems With Applications 15 December 2023 233
Publikováno v:
2020 IEEE Sixth International Conference on Big Data Computing Service and Applications (BigDataService)
Recurrent Neural Networks (RNNs) yield attractive properties for constructing Intrusion Detection Systems (IDSs) for network data. With the rise of ubiquitous Machine Learning (ML) systems, malicious actors have been catching up quickly to find new w
Externí odkaz:
http://arxiv.org/abs/1912.09855
Publikováno v:
3rd ACM CoNEXT Workshop on Big DAta, Machine Learning and Artificial Intelligence for Data Communication Networks (Big-DAMA '19), December 9, 2019, Orlando, FL, USA
Interest in poisoning attacks and backdoors recently resurfaced for Deep Learning (DL) applications. Several successful defense mechanisms have been recently proposed for Convolutional Neural Networks (CNNs), for example in the context of autonomous
Externí odkaz:
http://arxiv.org/abs/1909.07866
Akademický článek
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Autor:
Hartl, Alexander
Publikováno v:
Buletinul Științific al Universității Tehnice de Construcții București Seria: Limbi Străine și Comunicare / Scientific Journal of the Technical University of Civil Engineering Bucharest Series: Foreign Languages and Communication. IX(2):24-42
Externí odkaz:
https://www.ceeol.com/search/article-detail?id=818448
Autor:
Rose, Olaf, Hoti, Kreshnik, Isufi, Blete, Wachinger, Matthias, Pachmayr, Johanna, Hartl, Alexander, Giesen, Heinz, Clemens, Stephanie
Publikováno v:
Research in Social & Administrative Pharmacy; Dec2024:Part B, Vol. 20 Issue 12, p14-15, 2p
Autor:
Hartl, Alexander
Im Zentrum der Arbeit steht die Lektüre von Friedrich Nietzsches Also sprach Zarathustra (1883-1885) unter den Vorzeichen der Literatur- und Sprachtheorie Michail M. Bachtins. Dabei wird das Werk zunächst im Rahmen der Abschließungsästhetik aus B
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ff25fb35728607f79fb16190f7e0bb2d
Autor:
Hartl, Alexander
Diese Arbeit beschäftigt sich mit der Durchführung eines Six Sigma-Verbesserungsprojekts, das von der Abteilung Imaging Supplies von Canon Austria durchgeführt wurde. Ziel ist es, die Kosten für Nacharbeiten verursacht durch Kundenreklamationen z
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_____10650::7a31b5384923a7b2780b1405839e6fbf
Publikováno v:
Iglesias, F, Hartl, A, Zseby, T & Zimek, A 2020, Are Network Attacks Outliers? A Study of Space Representations and Unsupervised Algorithms . in P Cellier & K Driessens (eds), Machine Learning and Knowledge Discovery in Databases-International Workshops of ECML PKDD 2019, Proceedings . Springer, Communications in Computer and Information Science, vol. 1168 CCIS, pp. 159-175, 19th Joint European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2019, Wurzburg, Germany, 16/09/2019 . https://doi.org/10.1007/978-3-030-43887-6_13
Among network analysts, “anomaly” and “outlier” are terms commonly associated to network attacks. Attacks are outliers (or anomalies) in the sense that they exploit communication protocols with novel infiltration techniques against which ther
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______3062::b2233b9e164e2e6c908bab16f8b0447c
https://portal.findresearcher.sdu.dk/da/publications/e0250cf9-05bf-47d9-b487-cad5062b5409
https://portal.findresearcher.sdu.dk/da/publications/e0250cf9-05bf-47d9-b487-cad5062b5409