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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 2015 · cs.CRShow all

2 papers · 2 filters

cs.CR2015★ 65 cited

Deep Neural Network Based Malware Detection Using Two Dimensional Binary Program Features

Joshua Saxe, Konstantin Berlin

Malware remains a serious problem for corporations, government agencies, and individuals, as attackers continue to use it as a tool to effect frequent and costly network intrusions…

cs.CR2015★ 4 cited

Malicious Behavior Detection using Windows Audit Logs

Konstantin Berlin, David Slater, Joshua Saxe

As antivirus and network intrusion detection systems have increasingly proven insufficient to detect advanced threats, large security operations centers have moved to deploy endpoi…

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