Pith Number

pith:FWGMKSTB

pith:2025:FWGMKSTBDSGDCEV7BYO5XTJLKL

not attested not anchored not stored refs pending

Application of Tabular Transformer Architectures for Operating System Fingerprinting

Alejandro Pazos, Cristian R. Munteanu, Jose V\'azquez-Naya, Rub\'en P\'erez-Jove

arxiv:2502.09084 v1 · 2025-02-13 · cs.CR · cs.LG · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FWGMKSTBDSGDCEV7BYO5XTJLKL}

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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

Reliable Hierarchical Operating System Fingerprinting via Conformal Prediction

Receipt and verification

First computed	2026-06-11T01:09:11.328781Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d8cc54a611c8c3112bf0e1ddbcd2b52e074a622d04d82bd28dec60853a59b35

Aliases

arxiv: 2502.09084 · arxiv_version: 2502.09084v1 · doi: 10.48550/arxiv.2502.09084 · pith_short_12: FWGMKSTBDSGD · pith_short_16: FWGMKSTBDSGDCEV7 · pith_short_8: FWGMKSTB

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/FWGMKSTBDSGDCEV7BYO5XTJLKL \
  | 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: 2d8cc54a611c8c3112bf0e1ddbcd2b52e074a622d04d82bd28dec60853a59b35

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74cd0350e0898cf717875dfc2bb85b180bf343102ba37f5771e783dc5f635ca7",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-02-13T08:59:04Z",
    "title_canon_sha256": "efe5df1025a8417f41c5c751f9699f1387a8066b2739372246c28eb4489eb598"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.09084",
    "kind": "arxiv",
    "version": 1
  }
}