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researcher

Martin Nocker

3 papers hereh-index 344 citations12 works total

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

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CR2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedHE-MAN -- Homomorphically Encrypted MAchine learning with oNnx models

13 citations · 17 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CR2025★ 1 cited

Large-Scale (Semi-)Automated Security Assessment of Consumer IoT Devices -- A Roadmap

Pascal Schöttle, Matthias Janetschek, Florian Merkle +2

The Internet of Things (IoT) has rapidly expanded across various sectors, with consumer IoT devices - such as smart thermostats and security cameras - experiencing growth. Although…

cs.CR2023★ 13 cited

HE-MAN -- Homomorphically Encrypted MAchine learning with oNnx models

Martin Nocker, David Drexel, Michael Rader +2

Machine learning (ML) algorithms are increasingly important for the success of products and services, especially considering the growing amount and availability of data. This also…

cs.LG2023★ 3 cited

On the Effect of Adversarial Training Against Invariance-based Adversarial Examples

Roland Rauter, Martin Nocker, Florian Merkle +1

Adversarial examples are carefully crafted attack points that are supposed to fool machine learning classifiers. In the last years, the field of adversarial machine learning, espec…

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