Pith Number

pith:BJZ6UW5G

pith:2023:BJZ6UW5GYTEJTP3KXQNCXEDCGW

not attested not anchored not stored refs pending

ChatGPT for Vulnerability Detection, Classification, and Repair: How Far Are We?

Chakkrit Tantithamthavorn, Michael Fu, Trung Le, Van Nguyen

arxiv:2310.09810 v1 · 2023-10-15 · cs.SE · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BJZ6UW5GYTEJTP3KXQNCXEDCGW}

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

Evaluating LLM-Based Regression Test Generation

Receipt and verification

First computed	2026-07-05T07:01:11.495348Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a73ea5ba6c4c899bf6abc1a2b906235a94cf044c1d0e1bb4b0368b814e44eb6

Aliases

arxiv: 2310.09810 · arxiv_version: 2310.09810v1 · doi: 10.48550/arxiv.2310.09810 · pith_short_12: BJZ6UW5GYTEJ · pith_short_16: BJZ6UW5GYTEJTP3K · pith_short_8: BJZ6UW5G

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/BJZ6UW5GYTEJTP3KXQNCXEDCGW \
  | 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: 0a73ea5ba6c4c899bf6abc1a2b906235a94cf044c1d0e1bb4b0368b814e44eb6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ea6eb729b216b17863c914fac51ad92d50bd4543648ee8b3a83ad2bfa13b4e8",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-10-15T12:01:35Z",
    "title_canon_sha256": "0d7c6ed087331f698e72c744fbac961a79d70a3cd19dcd481e5a03d637677758"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.09810",
    "kind": "arxiv",
    "version": 1
  }
}