OASIS: Optimizing Attacker Sequences for Hard-Label Black-Box Text Attacks

arXiv:2608.29568 · cs.CR, cs.CL · Submitted 2026-08-30 · Read on arXiv

cs.CR, cs.CL

Submitted: 2026-08-30

Updated: 2026-09-01

Code: https://github.com/s1xiao/OASIS

Terminology

Adversarial Examples — 7× in this paper · explained in 2 episodes
Adversarial Attacks — 6× in this paper · explained in 1 episode
Attack Success Rate — 3× in this paper
Ablation — 2× in this paper · explained in 1 episode
Alignment — 2× in this paper · explained in 1 episode
Model-Agnostic — 2× in this paper · explained in 2 episodes
Robustness — 2× in this paper · explained in 5 episodes
Semantic Similarity — 2× in this paper · explained in 2 episodes
Ablation study — 1× in this paper · explained in 1 episode
Adversarial Training — 1× in this paper · explained in 1 episode
Attack Success Rate (ASR) — 1× in this paper · explained in 2 episodes
Benchmark — 1× in this paper · explained in 2 episodes
Combinatorial Optimization — 1× in this paper · explained in 2 episodes
Consistency — 1× in this paper · explained in 3 episodes
Data Augmentation — 1× in this paper · explained in 7 episodes
Embeddings — 1× in this paper · explained in 2 episodes
Multi-objective Optimization — 1× in this paper · explained in 4 episodes
Trace — 1× in this paper · explained in 2 episodes
Transferability — 1× in this paper · explained in 4 episodes
Transformer — 1× in this paper · explained in 2 episodes

Sources

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