adversarial examples

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

Scalable Attack on Graph Data by Injecting Vicious Nodes

We propose a scalable attack that generates adversarial examples on extremely large graphs targeting graph neural networks.

Jihong Wang, Minnan Luo, Fnu Suya, Jundong Li, Zijiang Yang, Qinghua Zheng