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researcher

Konstantin Berlin

15 papers hereh-index 91.1k citations16 works total

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

author position
  • sole author1
  • first author4
  • middle author1
  • last author9

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • cs.CR10
  • cs.LG3
  • cs.CL2
same name
  • Konstantin Berlin — 1 paper, h 9

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
20152026
most citedeXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys

101 citations · 197 across the 14 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021

AI Total: Analyzing Security ML Models with Imperfect Data in Production

Awalin Sopan, Konstantin Berlin

Development of new machine learning models is typically done on manually curated data sets, making them unsuitable for evaluating the models' performance during operations, where t…

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