Pith Number

pith:ATRCQRNV

pith:2023:ATRCQRNVGILQBCASLPWVJODUCW

not attested not anchored not stored refs pending

Vulnerability Clustering and other Machine Learning Applications of Semantic Vulnerability Embeddings

Mark-Oliver Stehr, Minyoung Kim

arxiv:2310.05935 v1 · 2023-08-23 · cs.CR · 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{ATRCQRNVGILQBCASLPWVJODUCW}

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	2026-07-05T06:59:02.023641Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04e22845b532170088125bed54b87415a8a81ffdbf6b8acbfeefcd0d9c911b41

Aliases

arxiv: 2310.05935 · arxiv_version: 2310.05935v1 · doi: 10.48550/arxiv.2310.05935 · pith_short_12: ATRCQRNVGILQ · pith_short_16: ATRCQRNVGILQBCAS · pith_short_8: ATRCQRNV

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/ATRCQRNVGILQBCASLPWVJODUCW \
  | 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: 04e22845b532170088125bed54b87415a8a81ffdbf6b8acbfeefcd0d9c911b41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d30fe9e0968fa2ac7cf31bc773aaeda6aac4f91b640786cd5d76a15786a37cb",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-08-23T21:39:48Z",
    "title_canon_sha256": "867c8c5d8e57a54c3b34f6396946c5dd02b32771ea9e58ffb4a384bc63edb86e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.05935",
    "kind": "arxiv",
    "version": 1
  }
}