← Search

Kangheng Tong

2 accepted papers

2023

Rethinking the Backward Propagation for Adversarial Transferability

NeurIPS 2023poster

Transfer-based attacks generate adversarial examples on the surrogate model, which can mislead other black-box models without access, making it promising to attack real-world applications. Recently, several works have been proposed to boost adversarial transferability, in which the surrogate model i…

2022

Triangle Attack: A Query-Efficient Decision-Based Adversarial Attack

ECCV 2022poster

"Decision-based attack poses a severe threat to real-world applications since it regards the target model as a black box and only accesses the hard prediction label. Great efforts have been made recently to decrease the number of queries; however, existing decision-based attacks still require thousa…