Pith Number

pith:XF2GF6OQ

pith:2024:XF2GF6OQNYDEJDF4FEUCBNXVDM

not attested not anchored not stored refs pending

Towards Universal and Black-Box Query-Response Only Attack on LLMs with QROA

Hussein Jawad, Nicolas J.-B. Brunel, Yassine Chenik

arxiv:2406.02044 v3 · 2024-06-04 · cs.CL · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XF2GF6OQNYDEJDF4FEUCBNXVDM}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Attack and defense techniques in large language models: A survey and new perspectives

Receipt and verification

First computed	2026-07-05T10:59:23.835477Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b97462f9d06e06448cbc292820b6f51b307d13cb298c947e03f41595f75a8be8

Aliases

arxiv: 2406.02044 · arxiv_version: 2406.02044v3 · doi: 10.48550/arxiv.2406.02044 · pith_short_12: XF2GF6OQNYDE · pith_short_16: XF2GF6OQNYDEJDF4 · pith_short_8: XF2GF6OQ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/XF2GF6OQNYDEJDF4FEUCBNXVDM \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: b97462f9d06e06448cbc292820b6f51b307d13cb298c947e03f41595f75a8be8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "72d3da35f4d7c736b78795173da6e2668f43c2d7f3fe851b337876d9887affca",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-04T07:27:36Z",
    "title_canon_sha256": "fc06ee2bc2f66b18c82bfce7176708a2f102ed840bb38bbc965cf9608fe96752"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.02044",
    "kind": "arxiv",
    "version": 3
  }
}