Pith Number

pith:KAJG2MKH

pith:2026:KAJG2MKHDJMGKIO2G4AWIC73AV

not attested not anchored not stored refs pending

Out-of-Distribution (OOD) Detectors for Open-Set RF Fingerprinting

Ganesh Sundaramoorthi, Sudeepta Mondal

arxiv:2606.12718 v1 · 2026-06-10 · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KAJG2MKHDJMGKIO2G4AWIC73AV}

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	2026-06-12T01:08:47.179649Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50126d31471a586521da3701640bfb05702a7d3c51f8cb8bdc6ec3b15a87f554

Aliases

arxiv: 2606.12718 · arxiv_version: 2606.12718v1 · doi: 10.48550/arxiv.2606.12718 · pith_short_12: KAJG2MKHDJMG · pith_short_16: KAJG2MKHDJMGKIO2 · pith_short_8: KAJG2MKH

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/KAJG2MKHDJMGKIO2G4AWIC73AV \
  | 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: 50126d31471a586521da3701640bfb05702a7d3c51f8cb8bdc6ec3b15a87f554

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8cc4eddd81aa91aa811f769eab6130a9804d8a193f0482ba8569f95f7455cba1",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-10T22:09:47Z",
    "title_canon_sha256": "fe896867990c9fbc4dec9759607110e350e3222790c479ec676bfc5098f6728e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.12718",
    "kind": "arxiv",
    "version": 1
  }
}