1 code implementation • 17 Apr 2023 • GuangYu Nie, Changhoon Kim, Yezhou Yang, Yi Ren
This paper investigates the use of latent semantic dimensions as fingerprints, from where we can analyze the effects of design variables, including the choice of fingerprinting dimensions, strength, and capacity, on the accuracy-quality tradeoff.
no code implementations • 31 Jan 2019 • Houpu Yao, Zhe Wang, GuangYu Nie, Yassine Mazboudi, Yezhou Yang, Yi Ren
The vulnerability of neural networks under adversarial attacks has raised serious concerns and motivated extensive research.