Pith Number

pith:NAJV3JVO

pith:2023:NAJV3JVOS2W3HWAZXF4C4PRETJ

not attested not anchored not stored refs pending

Radio Frequency Fingerprinting via Deep Learning: Challenges and Opportunities

Ahmed Hussain, Gabriele Oligeri, Panos Papadimitratos, Saeif Al-Hazbi, Savio Sciancalepore

arxiv:2310.16406 v2 · 2023-10-25 · cs.CR · cs.AI · 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{NAJV3JVOS2W3HWAZXF4C4PRETJ}

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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

Tracking UWB Devices Through Radio Frequency Fingerprinting Is Possible

Receipt and verification

First computed	2026-07-05T11:33:13.037309Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

68135da6ae96adb3d819b9782e3e249a60bb09cae0942bdebe5ab458374d40bb

Aliases

arxiv: 2310.16406 · arxiv_version: 2310.16406v2 · doi: 10.48550/arxiv.2310.16406 · pith_short_12: NAJV3JVOS2W3 · pith_short_16: NAJV3JVOS2W3HWAZ · pith_short_8: NAJV3JVO

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/NAJV3JVOS2W3HWAZXF4C4PRETJ \
  | 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: 68135da6ae96adb3d819b9782e3e249a60bb09cae0942bdebe5ab458374d40bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40a821ed7b5ff496467e42dd393d0aeb5b5faef02a7485bad60d52e272b89530",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-10-25T06:45:49Z",
    "title_canon_sha256": "8c9798952cdee1d8e518528f9d7be75d29bae5a8fd110dc41c07dfb117026454"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.16406",
    "kind": "arxiv",
    "version": 2
  }
}