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researcher

S. Layeghy

32 papers hereh-index 233k citations77 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author25

Across the 29 of 32 papers where every author was matched, so the position is known.

fields
  • cs.CR14
  • cs.NI10
  • cs.LG6
  • cs.CL1
  • cs.IR1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedNetFlow Datasets for Machine Learning-based Network Intrusion Detection Systems

405 citations · 2.6k across the 32 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.NI2024★ 2 cited

P4-NIDS: High-Performance Network Monitoring and Intrusion Detection in P4

Yaying Chen, Siamak Layeghy, Liam Daly Manocchio +1

This paper presents a high-performance, scalable network monitoring and intrusion detection system (IDS) implemented in P4. The proposed solution is designed for high-performance e…

cs.CR2024★ 38 cited

Towards Explainable Network Intrusion Detection using Large Language Models

Paul R. B. Houssel, Priyanka Singh, Siamak Layeghy +1

Large Language Models (LLMs) have revolutionised natural language processing tasks, particularly as chat agents. However, their applicability to threat detection problems remains u…

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