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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 2023Show all

2 papers · 1 filter

cs.LG2023★ 1 cited

Web Content Filtering through knowledge distillation of Large Language Models

Tamás Vörös, Sean Paul Bergeron, Konstantin Berlin

We introduce a state-of-the-art approach for URL categorization that leverages the power of Large Language Models (LLMs) to address the primary objectives of web content filtering:…

cs.CR2023★ 6 cited

That Escalated Quickly: An ML Framework for Alert Prioritization

Ben Gelman, Salma Taoufiq, Tamás Vörös +1

In place of in-house solutions, organizations are increasingly moving towards managed services for cyber defense. Security Operations Centers are specialized cybersecurity units re…

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