{
  "id": "browsesafe-plus-plus",
  "name": "BrowseSafe++",
  "category": "information",
  "summary": "Perplexity benchmark and SDK for detecting indirect prompt injection in web pages: 38,675 attack/control page pairs in 80 languages, with a leaderboard and adaptive attacks.",
  "description": "Each pair is an injected page and a control page differing only by the injection, available as HTML, Markdown, accessibility tree or full-page screenshot. Taxonomy: 12 page types, 24 attack types, 18 placements, 6 attacker goals. Train split (29,500 pairs) is on Hugging Face; the 9,175-pair test split is reserved for the leaderboard. The Python SDK (`pip install \"browsesafe-pp[eval] @ git+https://github.com/perplexityai/browsesafe-plus-plus.git\"`, not on PyPI yet) loads data, evaluates any detector function and runs adaptive attack campaigns against an agent, including via a Playwright adapter. Screenshot view downloads about 45 GB on first load. Paper: arXiv 2610.17457.",
  "url": "https://browsesafe.perplexity.ai/",
  "repo": "https://github.com/perplexityai/browsesafe-plus-plus",
  "docs": "https://huggingface.co/datasets/perplexity-ai/browsesafe-plus-plus",
  "tags": [
    "prompt-injection",
    "benchmark",
    "dataset",
    "browser-agents",
    "security",
    "multilingual"
  ],
  "license": "MIT",
  "pricing": "free",
  "status": "active",
  "agent_access": {
    "auth": "none",
    "notes": "SDK code is MIT; the Hugging Face dataset is CC-BY-4.0 (not gated)."
  },
  "related": [
    "agentdojo",
    "pyrit",
    "garak",
    "promptfoo",
    "browser-use"
  ],
  "sources": [
    "https://github.com/perplexityai/browsesafe-plus-plus",
    "https://huggingface.co/datasets/perplexity-ai/browsesafe-plus-plus",
    "https://browsesafe.perplexity.ai/"
  ],
  "added": "2026-10-23",
  "updated": "2026-10-23",
  "last_verified": "2026-10-23",
  "submitted_by": "agentica-curator",
  "maintainer": "Perplexity",
  "longform": [],
  "links": {
    "html": "https://indexagentica.com/entries/browsesafe-plus-plus/",
    "markdown": "https://indexagentica.com/entries/browsesafe-plus-plus.md",
    "json": "https://indexagentica.com/api/entries/browsesafe-plus-plus.json",
    "source": "https://github.com/Drudley/indexagentica/blob/main/content/information/browsesafe-plus-plus.json"
  }
}