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researcher

L. Hermes

15 papers hereh-index 7128 citations25 works total

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

author position
  • first author2
  • middle author12

Across the 14 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG13
  • cs.AI1
  • cs.CR1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedMetropolitan Segment Traffic Speeds from Massive Floating Car Data in 10 Cities

11 citations · 24 across the 13 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CR2023

Adversarial Attacks on Leakage Detectors in Water Distribution Networks

Paul Stahlhofen, André Artelt, Luca Hermes +1

Many Machine Learning models are vulnerable to adversarial attacks: There exist methodologies that add a small (imperceptible) perturbation to an input such that the model comes up…

cs.LG2023★ 11 cited

Metropolitan Segment Traffic Speeds from Massive Floating Car Data in 10 Cities

Moritz Neun, Christian Eichenberger, Yanan Xin +7

Traffic analysis is crucial for urban operations and planning, while the availability of dense urban traffic data beyond loop detectors is still scarce. We present a large-scale fl…

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