Progent: Securing AI Agents with Privilege Control

Check out our paper here.

Installation

pip install -e .

Experiments in the paper

Agentdojo

cd agentdojo
pip install -e . # install agentdojo
cd ..
pip install -e . # install progent
cd agentdojo
./run.sh

Check out more in agentdojo/README.md

ASB

cd asb
pip install -r requirements.txt # install asb
cd ..
pip install -e . # install progent
cd asb
python scripts/agent_attack.py --cfg_path config/OPI.yml

Check out more in asb/README.md

Real world agents

cd agentdojo-mcp
pip install -e . # install agentdojo-mcp
python mcp_server.py # start the mcp server
cd ..
pip install -e . # install progent
cd real-world-agents
pip install -r requirements.txt
./run.sh