Pith Number

pith:54VVPYVX

pith:2024:54VVPYVXWTBS7YXH4DTKPN3XFU

not attested not anchored not stored refs pending

Learning-based Models for Vulnerability Detection: An Extensive Study

Chao Ni, Liyu Shen, Shaohua Wang, Xiaodan Xu, Xin Yin

arxiv:2408.07526 v1 · 2024-08-14 · cs.SE · cs.CR · 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{54VVPYVXWTBS7YXH4DTKPN3XFU}

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

Understanding and Improving Automated Proof Synthesis for Interactive Theorem Provers

Receipt and verification

First computed	2026-07-05T08:55:26.503465Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef2b57e2b7b4c32fe2e7e0e6a7b7772d0422ab0faa04f710eb77fcf134790a6d

Aliases

arxiv: 2408.07526 · arxiv_version: 2408.07526v1 · doi: 10.48550/arxiv.2408.07526 · pith_short_12: 54VVPYVXWTBS · pith_short_16: 54VVPYVXWTBS7YXH · pith_short_8: 54VVPYVX

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/54VVPYVXWTBS7YXH4DTKPN3XFU \
  | 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: ef2b57e2b7b4c32fe2e7e0e6a7b7772d0422ab0faa04f710eb77fcf134790a6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d27ca748d052d007eb58fd99063fe20d9333910c14790959e21e2b2e4e8b721f",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-08-14T13:01:30Z",
    "title_canon_sha256": "25d02be7744959aeaa406cd9fb9aa83c71e8cbddd05664569f9948f6c34947c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.07526",
    "kind": "arxiv",
    "version": 1
  }
}