PINCH: An Adversarial Extraction Attack Framework for Deep Learning Models. - William Hackett; Stefan Trawicki; Zhengxin Yu; Neeraj Suri; Peter Garraghan (CoRR, 2022)

Model Leeching: An Extraction Attack Targeting LLMs. - Lewis Birch; William Hackett; Stefan Trawicki; Neeraj Suri; Peter Garraghan (CAMLIS, 2023)

Compilation as a Defense: Enhancing DL Model Attack Robustness via Tensor Optimization. - Stefan Trawicki; William Hackett; Lewis Birch; Neeraj Suri; Peter Garraghan (CoRR, 2023)

Bypassing Prompt Injection and Jailbreak Detection in LLM Guardrails. - William Hackett; Lewis Birch; Stefan Trawicki; Neeraj Suri; Peter Garraghan (CoRR, 2025)