HyperBrowseComp / README.md
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metadata
pretty_name: HyperBrowseComp
tags:
  - benchmark
  - encrypted
language:
  - ko
  - de
  - jv
  - id
  - es
  - ru
  - zh
  - te
  - arz
  - uz
  - th
  - fil
  - vi
configs:
  - config_name: default
    data_files:
      - split: test
        path: data/test-*
dataset_info:
  features:
    - name: id
      dtype: string
    - name: canary
      dtype: string
    - name: question
      dtype: string
    - name: answer
      dtype: string
  splits:
    - name: test
      num_bytes: 397885
      num_examples: 485
  download_size: 400690
  dataset_size: 397885

HyperBrowseComp

Hard, multi-hop web search questions across 13 languages. Encrypted (AES-256-GCM).

from datasets import load_dataset

ds = load_dataset("afaji/HyperBrowseComp", split="test")

id is <LANG>_<question id>, e.g. KO_7388.

Decrypt

import base64
import hashlib

from cryptography.hazmat.primitives.ciphers.aead import AESGCM


def _nonce(canary, field):
    return hashlib.sha256(f"{canary}:{field}".encode()).digest()[:12]


def _open(ciphertext_b64, key, canary, field):
    return AESGCM(key).decrypt(_nonce(canary, field), base64.b64decode(ciphertext_b64), None).decode()


def decrypt_row(row, master_key):
    key = bytes.fromhex(master_key)
    return {
        "id": row["id"],
        "question": _open(row["question"], key, row["canary"], "question"),
        "answer": _open(row["answer"], key, row["canary"], "answer"),
    }


decrypt_row(ds[0], "<your key>")