iamgroot42 / tdc_23

My submission to TDC'23 challenge at NeurIPS

My solution for TDC 2023 (LLM Edition)

WARNING: The data folders in this repository contain files with material that may be disturbing, unpleasant, or repulsive.

To get started, install my fork of llm-attacks

git clone https://github.com/iamgroot42/llm-attacks
cd llm-attacks
pip install -e .

Then, navigatee into the trojan_detection folder and execute the attack

cd trojan_detection
python gcg_trojan_gen.py --setting base --n_iters 50 --break_on_success --use_negative_feedback --n_tries 50 --n_want 20

For a detailed walkthrough of my solution, see my blog post