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The challenge of detecting sophisticated attacks: Insights from SOC Analysts

Abstract:

The ever-increasing rate of sophisticated cyber-attacks and its subsequent impact on networks has remained a menace to the security community. Existing network security solutions, including those applying machine learning algorithms, often centre their detection on the identification of threats in individual network events, which is proven inadequate in detecting sophisticated multi-stage attacks. Similarly, SOC analysts whose roles involve detecting advanced threats are faced with a signific...

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Publication status:
Published
Peer review status:
Peer reviewed
Version:
Accepted manuscript

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Publisher copy:
10.1145/3230833.3233280

Authors


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Institution:
University of Oxford
Division:
MPLS
Department:
Computer Science
More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Computer Science
More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Computer Science
Publisher:
Association for Computing Machinery Publisher's website
Pages:
Article: 55
Publication date:
2018-08-27
Acceptance date:
2018-06-12
DOI:
Pubs id:
pubs:859626
URN:
uri:06dd7d0f-8cc8-4f86-ad61-073fb5a99c03
UUID:
uuid:06dd7d0f-8cc8-4f86-ad61-073fb5a99c03
Local pid:
pubs:859626
ISBN:
978-1-4503-6448-5

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