International Association
for Cryptologic Research

PhD position available at the AtlanTTic Research Center (https://atlanttic.uvigo.es/en/), Universidade de Vigo, Spain. Start in early 2023, covering full PhD duration (3-4 years), and including travel budget for conferences and summer schools.

The workplace is in the city of Vigo, being ranked by OCU as the Spanish city with the highest life quality (https://www.idealista.com/en/news/lifestyle-in-spain/2021/06/02/13426-quality-of-life-in-spain-spanish-cities-with-the-best-and-worst-quality-of-life).

The position will be part-time in two projects related to privacy and intellectual property protection for federated machine learning: 1) TRUMPET, an European project on privacy enhancing methods and privacy metrics for federated learning (FL); 2) FELDSPAR, a Spanish project to use DNN watermarking for protecting the intellectual property of FL models.

PhD candidates will carry out research on: 1) identifying threat models and measuring privacy leaks in FL; 2) develop novel DNN watermarking algorithms in FL robust to collusion attacks.

Intended tasks: