Author

Paul Montague

Defence Science and Technology Group Australia

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#artificial intelligence Jun 2026

Hearing the Unspoken: Language Model Priors for Acoustic Adversarial Attacks

This new Semantic Gambit attack overcomes this causal limitation by augmenting the adversary with predictive context derived from a Large Language Model in real-time by augmenting the adversary with predictive context derived from a Large Language Model in real-time.

Jiani Xie, A. C. Cullen, Paul Montague et al. · arXiv.org · 0 citations

Jun 2026

Halt Fast! Early Stopping for Certified Robustness

This work presents a novel meta-learning framework for anytime-valid certified robustness that adaptively deploys computational resources and demonstrates how anytime-validity enables adaptively allocating compute based upon application-specific risk thresholds, a form of resource triage impossible under classic certif...

A. C. Cullen, Paul Montague, Benjamin I. P. Rubinstein · arXiv.org · 0 citations