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Kate Highnam

5 papers hereh-index 6180 citations8 works total

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

author position
  • first author2
  • middle author3

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CR3
  • cs.AI1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedAutonomous Network Defence using Reinforcement Learning

41 citations · 49 across the 5 of their papers we have counts for

collaborators
Showing cs.CRShow all

3 papers · 1 filter

cs.CR2023★ 7 cited

Canaries and Whistles: Resilient Drone Communication Networks with (or without) Deep Reinforcement Learning

Chris Hicks, Vasilios Mavroudis, Myles Foley +3

Communication networks able to withstand hostile environments are critically important for disaster relief operations. In this paper, we consider a challenging scenario where drone…

cs.CR2023

Adaptive Experimental Design for Intrusion Data Collection

Kate Highnam, Zach Hanif, Ellie Van Vogt +3

Intrusion research frequently collects data on attack techniques currently employed and their potential symptoms. This includes deploying honeypots, logging events from existing de…

cs.CR2020

Real-Time Detection of Dictionary DGA Network Traffic using Deep Learning

Kate Highnam, Domenic Puzio, Song Luo +1

Botnets and malware continue to avoid detection by static rules engines when using domain generation algorithms (DGAs) for callouts to unique, dynamically generated web addresses.…

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