- 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...
Expand abstract - Publication status:
- Published
- Peer review status:
- Peer reviewed
- Version:
- Accepted manuscript
- Files:
-
-
(pdf, 446.1kb)
-
- Publisher copy:
- 10.1145/3230833.3233280
-
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- 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
- Copyright holder:
- © 2018 Association for Computing Machinery
- Copyright date:
- 2018
- Notes:
- This is the author accepted manuscript following peer review version of the article. The final version is available online from ACM at: 10.1145/3230833.3233280
Conference item
The challenge of detecting sophisticated attacks: Insights from SOC Analysts
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