Pith Number

pith:4WQZ6VW7

pith:2022:4WQZ6VW76ZXVUOHSNFYSTDZ56L

not attested not anchored not stored refs pending

A Prompting-based Approach for Adversarial Example Generation and Robustness Enhancement

Feifei Ma, Jian Zhang, Jin Song Dong, Jintao Li, Juan Cao, Pei Huang, Yun Lin, Yuting Yang

arxiv:2203.10714 v1 · 2022-03-21 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4WQZ6VW76ZXVUOHSNFYSTDZ56L}

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

Breaking to Build: A Threat Model of Prompt-Based Attacks for Securing LLMs

Receipt and verification

First computed	2026-07-05T04:06:56.618747Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e5a19f56dff66f5a38f26971298f3df2d805904856ad1271cd3464449913b9f7

Aliases

arxiv: 2203.10714 · arxiv_version: 2203.10714v1 · doi: 10.48550/arxiv.2203.10714 · pith_short_12: 4WQZ6VW76ZXV · pith_short_16: 4WQZ6VW76ZXVUOHS · pith_short_8: 4WQZ6VW7

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/4WQZ6VW76ZXVUOHSNFYSTDZ56L \
  | 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: e5a19f56dff66f5a38f26971298f3df2d805904856ad1271cd3464449913b9f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fbe802cc40374ed2d632c8498656458e7c24f4ff4d62d0a4190aaec142ae0943",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-03-21T03:21:32Z",
    "title_canon_sha256": "53fde062a2eef6770aa36ae377f2d2df0039ec81a0ab47dbec4600445f97c2b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.10714",
    "kind": "arxiv",
    "version": 1
  }
}