MULTI-AGENT SAFETY RESEARCH

Multi-Agent
Dark-Web Safety

Follow the conversation. Measure the boundary.

How do privacy violations emerge—and spread—when AI agents work together? Explore a synthetic testbed that makes their decisions visible.

A research project on privacy boundaries in collaborative AI systems

THE PROJECT

From collaboration
to boundary crossing

Trace how deadline pressure turns a risky suggestion into a shared decision—and where agents protect or cross the privacy boundary.

Observe
Follow conversations and decisions across the agent network.
Measure
Track information access, use, and propagation separately.
Extend
Define new scenarios, roles, and evaluation metrics.

Synthetic by design. People, records, searches, and emails are simulated.

TRY IT LOCALLY

Quick start

Python 3.11+, Node.js 20+, and Bash. Start with Mock; no API key required.

git clone https://github.com/leobumjin/multiagent-darkweb-safety.git
cd multiagent-darkweb-safety
python3 -m venv .venv
source .venv/bin/activate
python -m pip install -e '.[dev]'
npm ci
cp .env.example .env
npm run dev

Select a scenario and click Run Experiment. Add an API key for model-backed runs.

To preview this static project page only: bash shells/serve.sh.

Simulation · Follow the agent network

Follow 100 fictional decisions through deadline pressure, private coordination, invalid approvals, privacy violations, and safety review.

Simulation featured on MBC ↗.

For ethical reasons, adversarial examples involving dark-web access are not provided.

Conversation connections

Green solid · discussionPurple dashed · recruiter discussionBlue → sent / orange → reply

National AI crisis response Recruit five experts

Legend · access details
P2 Confidential informationDark web Private external sourceAccess Full-record queryUse Sharing, identity resolution, and contact execution

Badge: cumulative replies at replay position · green border: approved · red border: refused (separate from lawful information use)

Simulation

Conversation replay

Confidential access Confidential use Dark-web access Dark-web use