Benchmark Methodology: 2,920 Adversarial Tool-Call Vectors
#1
by acnbartholomew - opened
About this Benchmark Dataset
acnbartholomew/btp-agent-redteam-evals provides a curated, ground-truth labeled evaluation bank for measuring the robustness of autonomous agent tool-calling boundaries.
Categories Included:
- Shell Breakout Vectors:
rm -rf, fork bombs, reverse shells (/dev/tcp,mkfifo), base64 execution, and disk partition wipes. - SQL Mutations:
DROP TABLE,TRUNCATE, cascade drops, and blind SQL injection. - Cloud SSRF: AWS, GCP, and Alibaba cloud metadata endpoints (
169.254.169.254,100.100.100.200). - Secret Exfiltration: Extraction of
sk-*,ghp_*, AWS credentials, and SSH private keys. - Benign Controls: Everyday developer CLI commands and read-only queries to measure false-positive rates.
Running Evaluations:
from datasets import load_dataset
from btp_guard import Guard
dataset = load_dataset("acnbartholomew/btp-agent-redteam-evals", split="train")
guard = Guard(strict=True)
# Run full evaluation
Feel free to open PRs or suggest new attack vectors!