Dynamic Suffix Search

This repository contains code to audit the unlearned language model microsoft/Llama2-7b-WhoIsHarryPotter. We implement two methods of adversarial attacks

• GCG (Greedy Coordinate Gradient): an adversarial prompting method described in the paper https://arxiv.org/abs/2307.15043
• DSS (Dynamic Suffix Search): our adversarial prompting method

Dependencies

Conda Environment: conda create --file env.yml Unlearned Model: https://huggingface.co/microsoft/Llama2-7b-WhoIsHarryPotter

Running Adversarial Attacks

python run_attack.py --model_path {{path/to/model}} --config_path {{path/to/repo}}/configs/attack_config.json -v