GuidedRay: Diversity-Guided Direction Discovery for Targeted Hard-Label Black-Box Attacks

arXiv:2609.25734 · cs.CR · Submitted 2026-09-22 · Read on arXiv

cs.CR

Submitted: 2026-09-22

Updated: 2026-09-22

Comments: 12 pages, 8 figures, and 11 tables. Code is available at https://github.com/sudyuan/GuidedRay

Code: https://github.com/sudyuan/GuidedRay

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Adversarial Attacks — 11× in this paper · explained in 1 episode
AUC — 9× in this paper · explained in 2 episodes
Attack Success Rate — 7× in this paper
Adversarial Examples — 6× in this paper · explained in 2 episodes
Adversarial Training — 6× in this paper · explained in 1 episode
Ablation — 5× in this paper · explained in 1 episode
Redundancy — 5× in this paper · explained in 2 episodes
Attack Success Rate (ASR) — 4× in this paper · explained in 2 episodes
Benchmark — 4× in this paper · explained in 2 episodes
Ablation Studies — 3× in this paper · explained in 1 episode
Robustness — 3× in this paper · explained in 5 episodes
Cosine Similarity — 2× in this paper · explained in 3 episodes
Accuracy — 1× in this paper · explained in 1 episode
Adversarial Training (AT) — 1× in this paper · explained in 1 episode
Combinatorial Optimization — 1× in this paper · explained in 2 episodes
Transferability — 1× in this paper · explained in 4 episodes

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