Comparing privacy notions for protection against reconstruction attacks in machine learning

Sayan Biswas, Mark Dras, Pedro Faustini +4

Within the machine learning community, reconstruction attacks are a principal concern and have been identified even in federated learning (FL), which was designed with privacy pres…