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Publications

Scientific publications are the most important measure of our academic excellence and impact. In the past years, CISPA researchers have published many papers at scientific top-tier conferences and in prestigious journals. Our publications are listed in our publications database, including a link to the original paper.

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Year 2020

2020-09-28

Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations

chapter

Lecture Notes in Computer Science

Tags
Trustworthy Information Processing
Authors
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2020-09-28

Haar Wavelet based Block Autoregressive Flows for Trajectories

Conference / Medium

German Conference on Pattern Recognition (GCPR)

Tags
Trustworthy Information Processing
Authors
  • Apratim Bhattacharyya
  • Christoph-Nikolas Straehle
  • Mario Fritz
  • Bernt Schiele
Full Paper Visit Detail Page
2020-09-28

Long-Tailed Recognition Using Class-Balanced Experts

chapter

Lecture Notes in Computer Science

Tags
Trustworthy Information Processing
Authors
Full Paper Visit Detail Page
2020-09-07

Membership Inference Against DNA Methylation Databases

Conference / Medium

IEEE European Symposium on Security and Privacy (EuroS&P)

Tags
Trustworthy Information Processing
Authors
Full Paper Visit Detail Page
2020-09-07

End User and Expert Perceptions of Threats and Potential Countermeasures

Conference / Medium

IEEE European Symposium on Security and Privacy Workshops (EuroS&PW)

Tags
Empirical & Behavioral Security
Authors
Full Paper Visit Detail Page
2020-09-04

Identifying Domains of Applicability of Machine Learning Models for Materials Science

Article

Nature Communications

Tags
Trustworthy Information Processing
Authors
  • Christopher Sutton
  • Mario Boley
  • Luca M Ghiringhelli
  • Matthias Rupp
  • Jilles Vreeken
  • Matthias Scheffler
Full Paper Visit Detail Page
2020-09-01

Cash, Cards or Cryptocurrencies? A Study of Payment Culture in Four Countries

Conference / Medium

IEEE European Symposium on Security and Privacy Workshops (EuroS&PW)

Tags
Empirical & Behavioral Security
Authors
  • Karoline Busse
  • Mohammad Tahaei
  • Katharina Krombholz
  • Emanuel von Zezschwitz
  • Matthew Smith
  • Jing Tian
  • Wenyuan Xu
Full Paper Visit Detail Page
2020-09

A Formal Security Analysis of the Signal Messaging Protocol

Article

Journal of Cryptology

Tags
Algorithmic Foundations and Cryptography
Authors
  • Katriel Cohn-Gordon
  • Cas Cremers
  • Benjamin Dowling
  • Luke Garratt
  • Douglas Stebila
Full Paper Visit Detail Page
2020-09

The Hierarchy of Hyperlogics: A Knowledge Reasoning Perspective

Conference / Medium

IEEE Symposium on Logic in Computer Science (LICS)

Tags
Reliable Security Guarantees
Authors
Full Paper Visit Detail Page