100 citations · 138 across the 13 of their papers we have counts for
3 papers · 1 filter
Zeph: Cryptographic Enforcement of End-to-End Data Privacy
Lukas Burkhalter, Nicolas Küchler, Alexander Viand +2
As increasingly more sensitive data is being collected to gain valuable insights, the need to natively integrate privacy controls in data analytics frameworks is growing in importa…
RoFL: Robustness of Secure Federated Learning
Hidde Lycklama, Lukas Burkhalter, Alexander Viand +2
Even though recent years have seen many attacks exposing severe vulnerabilities in Federated Learning (FL), a holistic understanding of what enables these attacks and how they can…
SoK: Fully Homomorphic Encryption Compilers
Alexander Viand, Patrick Jattke, Anwar Hithnawi
Fully Homomorphic Encryption (FHE) allows a third party to perform arbitrary computations on encrypted data, learning neither the inputs nor the computation results. Hence, it prov…