Approximate Bayesian Computation via Population Monte Carlo and Classification. - Charlie Rogers-Smith; Henri Pesonen; Samuel Kaski (CoRR, 2018)

LoRA Fine-tuning Efficiently Undoes Safety Training in Llama 2-Chat 70B. - Simon Lermen; Charlie Rogers-Smith; Jeffrey Ladish (CoRR, 2023)

BadLlama: cheaply removing safety fine-tuning from Llama 2-Chat 13B. - Pranav Gade; Simon Lermen; Charlie Rogers-Smith; Jeffrey Ladish (CoRR, 2023)

Unelicitable Backdoors in Language Models via Cryptographic Transformer Circuits. - Andis Draguns; Andrew Gritsevskiy; Sumeet Ramesh Motwani; Charlie Rogers-Smith; Jeffrey Ladish; Christian Schröder de Witt (CoRR, 2024)