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researcher

M. Najman

2 papers hereh-index 423 citations10 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CR1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedCounteracting Concept Drift by Learning with Future Malware Predictions

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CR2024★ 1 cited

Counteracting Concept Drift by Learning with Future Malware Predictions

Branislav Bosansky, Lada Hospodkova, Michal Najman +3

The accuracy of deployed malware-detection classifiers degrades over time due to changes in data distributions and increasing discrepancies between training and testing data. This…

cs.LG2020

Discovering Imperfectly Observable Adversarial Actions using Anomaly Detection

Olga Petrova, Karel Durkota, Galina Alperovich +4

Anomaly detection is a method for discovering unusual and suspicious behavior. In many real-world scenarios, the examined events can be directly linked to the actions of an adversa…

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