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Michael Aerni

9 papers hereh-index 7157 citations13 works total

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

author position
  • first author4
  • middle author4

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CR4
  • cs.CL2
  • stat.ML2
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedEvaluations of Machine Learning Privacy Defenses are Misleading

15 citations · 16 across the 8 of their papers we have counts for

collaborators
Showing 2024 · cs.CRShow all

1 paper · 2 filters

cs.CR2024★ 15 cited

Evaluations of Machine Learning Privacy Defenses are Misleading

Michael Aerni, Jie Zhang, Florian Tramèr

Empirical defenses for machine learning privacy forgo the provable guarantees of differential privacy in the hope of achieving higher utility while resisting realistic adversaries.…

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