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Catching Inside Attackers: Balancing Forensic Detectability and Privacy of Employees

Zimmer, Ephraim ; Lindemann, Jens ; Herrmann, Dominik ; Federrath, Hannes
Hrsg.: Camenisch, Jan ; Kesdogan, Dogan (2016)
Catching Inside Attackers: Balancing Forensic Detectability and Privacy of Employees.
International Workshop on Open Problems in Network Security (iNetSec 2015). Zurich, Switzerland (29.10.2015-29.10.2015)
doi: 10.1007/978-3-319-39028-4_4
Konferenzveröffentlichung, Bibliographie

Kurzbeschreibung (Abstract)

IT departments of organisations go to great lengths to protect their IT infrastructure from external attackers. However, internal attacks also pose a large threat to organisations. Despite detection and prevention of insider attacks being an active field of research, so far such techniques are rarely being deployed in practice. This paper outlines the state of the art in the field and identifies open research problems in the area. The lack of unified definitions and publicly available datasets for evaluation is detrimental to the comparability of published results in the field and hinders the continual improvement of technology. Another important problem is that of data protection: On the one hand, the data captured for insider attack detection could also be used for surveillance of employees, so it should be anonymised. On the other hand, anonymisation may make some attacks undetectable, leading to a trade-off between detectability of attacks and privacy.

Typ des Eintrags: Konferenzveröffentlichung
Erschienen: 2016
Herausgeber: Camenisch, Jan ; Kesdogan, Dogan
Autor(en): Zimmer, Ephraim ; Lindemann, Jens ; Herrmann, Dominik ; Federrath, Hannes
Art des Eintrags: Bibliographie
Titel: Catching Inside Attackers: Balancing Forensic Detectability and Privacy of Employees
Sprache: Englisch
Publikationsjahr: 1 Mai 2016
Verlag: Springer
Buchtitel: Open Problems in Network Security : IFIP WG 11.4 International Workshop, iNetSec 2015
Veranstaltungstitel: International Workshop on Open Problems in Network Security (iNetSec 2015)
Veranstaltungsort: Zurich, Switzerland
Veranstaltungsdatum: 29.10.2015-29.10.2015
DOI: 10.1007/978-3-319-39028-4_4
Kurzbeschreibung (Abstract):

IT departments of organisations go to great lengths to protect their IT infrastructure from external attackers. However, internal attacks also pose a large threat to organisations. Despite detection and prevention of insider attacks being an active field of research, so far such techniques are rarely being deployed in practice. This paper outlines the state of the art in the field and identifies open research problems in the area. The lack of unified definitions and publicly available datasets for evaluation is detrimental to the comparability of published results in the field and hinders the continual improvement of technology. Another important problem is that of data protection: On the one hand, the data captured for insider attack detection could also be used for surveillance of employees, so it should be anonymised. On the other hand, anonymisation may make some attacks undetectable, leading to a trade-off between detectability of attacks and privacy.

Zusätzliche Informationen:

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9591)

Fachbereich(e)/-gebiet(e): 20 Fachbereich Informatik
20 Fachbereich Informatik > Telekooperation
Hinterlegungsdatum: 04 Feb 2021 10:17
Letzte Änderung: 05 Feb 2021 09:21
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