most citedPopSkipJump: Decision-Based Attack for Probabilistic Classifiers

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2021★ 1 cited

PopSkipJump: Decision-Based Attack for Probabilistic Classifiers

Carl-Johann Simon-Gabriel, Noman Ahmed Sheikh, Andreas Krause

Most current classifiers are vulnerable to adversarial examples, small input perturbations that change the classification output. Many existing attack algorithms cover various sett…

cs.AI2018

Lifted Marginal MAP Inference

Vishal Sharma, Noman Ahmed Sheikh, Happy Mittal +2

Lifted inference reduces the complexity of inference in relational probabilistic models by identifying groups of constants (or atoms) which behave symmetric to each other. A number…