9 citations · 17 across the 11 of their papers we have counts for
3 papers · 1 filter
Your Email Address Holds the Key: Understanding the Connection Between Email and Password Security with Deep Learning
Etienne Salimbeni, Nina Mainusch, Dario Pasquini
In this work, we investigate the effectiveness of deep-learning-based password guessing models for targeted attacks on human-chosen passwords. In recent years, service providers ha…
Can Decentralized Learning be more robust than Federated Learning?
Mathilde Raynal, Dario Pasquini, Carmela Troncoso
Decentralized Learning (DL) is a peer--to--peer learning approach that allows a group of users to jointly train a machine learning model. To ensure correctness, DL should be robust…
Universal Neural-Cracking-Machines: Self-Configurable Password Models from Auxiliary Data
Dario Pasquini, Giuseppe Ateniese, Carmela Troncoso
We introduce the concept of "universal password model" -- a password model that, once pre-trained, can automatically adapt its guessing strategy based on the target system. To achi…