load_example.py

"""Minimal example: load the llm-redteam-owasp-prompts dataset."""

from collections import Counter

from datasets import load_dataset

# Loads data.jsonl from the Hub (split defaults to "train").
ds = load_dataset("9mark9/llm-redteam-owasp-prompts", split="train")

print(f"Total payloads: {len(ds)}")
print("By category:", dict(Counter(ds["category"])))
print("By OWASP:", dict(Counter(ds["owasp"])))
print("By severity:", dict(Counter(ds["severity"])))

# Inspect one record.
print("\nExample record:")
print(ds[0])

# Filter to a single attack category for targeted red-team evaluation.
jailbreaks = ds.filter(lambda r: r["category"] == "JAILBREAK")
print(f"\nJailbreak payloads: {len(jailbreaks)}")