query based attacks

Hybrid Batch Attacks: Finding Black-box Adversarial Examples with Limited Queries

We propose query-efficient black-box attacks that innovatively combine existing methods and prioritize targeting more vulnerable seeds.

Fnu Suya, Jianfeng Chi, David Evans, Yuan Tian

Hybrid Batch Attacks: Finding Black-box Adversarial Examples with Limited Queries

We propose query-efficient black-box attacks that innovatively combine existing methods and prioritize targeting more vulnerable seeds.

Fnu Suya, Jianfeng Chi, David Evans, Yuan Tian

Last updated on Nov 27, 2023

Poster: Adversaries Don't Care About Averages: Batch Attacks on Black-Box Classifiers

We design batch attacks to priotize targeting more vulnerable seeds.

Fnu Suya, David Evans, Yuan Tian

Poisoning Attacks and Subpopulation Susceptibility

We apply Bayesian optimization technique to design query efficient black-box attacks.

Fnu Suya, David Evans, Yuan Tian