Pith Number

pith:EPHPAXCL

pith:2021:EPHPAXCLZXLEGOOA34VNORHAJG

not attested not anchored not stored refs pending

D2A: A Dataset Built for AI-Based Vulnerability Detection Methods Using Differential Analysis

Alessandro Morari, Bo Yang, Burn Lewis, Edward Epstein, Jim Laredo, Luca Buratti, Saurabh Pujar, Yunhui Zheng, Zhong Su

arxiv:2102.07995 v1 · 2021-02-16 · cs.SE · cs.AI · 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{EPHPAXCLZXLEGOOA34VNORHAJG}

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.

Receipt and verification

First computed	2026-07-05T02:15:45.229414Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23cef05c4bcdd64339c0df2ad744e04984bf04c943ffaba3138785895199252b

Aliases

arxiv: 2102.07995 · arxiv_version: 2102.07995v1 · doi: 10.48550/arxiv.2102.07995 · pith_short_12: EPHPAXCLZXLE · pith_short_16: EPHPAXCLZXLEGOOA · pith_short_8: EPHPAXCL

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/EPHPAXCLZXLEGOOA34VNORHAJG \
  | 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: 23cef05c4bcdd64339c0df2ad744e04984bf04c943ffaba3138785895199252b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b9f3b62aa4c0d21f86915e18d83b5ed2918bac8ec4f7594a7fe5dad00f730fa9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2021-02-16T07:46:53Z",
    "title_canon_sha256": "2d2c292179b72e6c36bb1ddaae738e14ef7b9ca5690f9be99e84467f97a25d0d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.07995",
    "kind": "arxiv",
    "version": 1
  }
}