Mathias Humbert
Ph.D. | Researcher

  • Information Security and Cryptography
  • Building E9 1, Room 3.18
  • +49 681 302 57369
  • mathias.humbert(aeht)
  • Personal Webpage

Personal Information

My research interests lie at the intersection of security, machine learning, biology, and economics. My research topics include genomic privacy, privacy in social networks, inference and probabilistic graphical models, and game theory.



Identifying Personal DNA Methylation Profiles by Genotype Inference


Simulating the Large-Scale Erosion of Genomic Privacy Over Time

Membership Privacy in MicroRNA-based Studies

Privacy in Epigenetics: Temporal Linkability of MicroRNA Expression Profiles