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researcher

I. Welch

4 papers hereh-index 232.3k citations148 works total

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

author position
  • middle author3
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CR4
same name
  • I. Welch — 2 papers, h 35

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedA Few-Shot Meta-Learning based Siamese Neural Network using Entropy Features for Ransomware Classification

78 citations · 79 across the 4 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.CR2021★ 78 cited

A Few-Shot Meta-Learning based Siamese Neural Network using Entropy Features for Ransomware Classification

Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh +3

Ransomware defense solutions that can quickly detect and classify different ransomware classes to formulate rapid response plans have been in high demand in recent years. Though th…

cs.CR2021

A Survey on Threat Situation Awareness Systems: Framework, Techniques, and Insights

Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch +4

Cyberspace is full of uncertainty in terms of advanced and sophisticated cyber threats which are equipped with novel approaches to learn the system and propagate themselves, such a…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.