no code implementations • 2 Jan 2022 • Samuel Ackerman, Guy Barash, Eitan Farchi, Orna Raz, Onn Shehory
The crafting of machine learning (ML) based systems requires statistical control throughout its life cycle.
no code implementations • 4 May 2021 • Guy Barash, Eitan Farchi, Sarit Kraus, Onn Shehory
We show that, with a low attack budget, our attack's success rate is above 80%, and in some cases 100%, for white-box learning.
no code implementations • 16 Jan 2019 • Eitan Farchi, Onn Shehory, Guy Barash
There are cases in which an adversary can strategically tamper with the input data to affect the outcome of the learning process.