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researcher

G. Apruzzese

19 papers hereh-index 191.7k citations36 works total

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

author position
  • sole author1
  • first author10
  • middle author3
  • last author5

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • cs.CR18
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedThe Role of Machine Learning in Cybersecurity

272 citations · 774 across the 19 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CR2023

Attacking logo-based phishing website detectors with adversarial perturbations

Jehyun Lee, Zhe Xin, Melanie Ng Pei See +3

Recent times have witnessed the rise of anti-phishing schemes powered by deep learning (DL). In particular, logo-based phishing detectors rely on DL models from Computer Vision to…

cs.CR2023★ 1 cited

SoK: Pragmatic Assessment of Machine Learning for Network Intrusion Detection

Giovanni Apruzzese, Pavel Laskov, Johannes Schneider

Machine Learning (ML) has become a valuable asset to solve many real-world tasks. For Network Intrusion Detection (NID), however, scientific advances in ML are still seen with skep…

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