Machine Learning for Offensive Security: Sandbox Classification Using Decision Trees and Artificial Neural Networks. - Will Pearce; Nick Landers; Nancy Fulda (SAI (1), 2020)

Bad Citrus: Reducing Adversarial Costs with Model Distances. - Giorgio Severi; Will Pearce; Alina Oprea (ICMLA, 2022)

Poisoning Web-Scale Training Datasets is Practical. - Nicholas Carlini; Matthew Jagielski; Christopher A. Choquette-Choo; Daniel Paleka; Will Pearce; Hyrum S. Anderson; Andreas Terzis; Kurt Thomas; Florian Tramèr (SP, 2024)

The Automation Advantage in AI Red Teaming. - Rob Mulla; Ads Dawson; Vincent Abruzzon; Brian Greunke; Nick Landers; Brad Palm; Will Pearce (CoRR, 2025)

PentestJudge: Judging Agent Behavior Against Operational Requirements. - Shane Caldwell; Max Harley; Michael Kouremetis; Vincent Abruzzo; Will Pearce (CoRR, 2025)