Pith Number

pith:NB5BSC75

pith:2024:NB5BSC75EGVFDDB3E746KDQHXB

not attested not anchored not stored refs pending

T-PRIME: Transformer-based Protocol Identification for Machine-learning at the Edge

Ayberk Yark{\i}n Y{\i}ld{\i}z, Chinenye Tassie, Joshua Groen, Kaushik Chowdhury, Mauro Belgiovine, Miquel Sirera, Sage Trudeau, Stratis Ioannidis

arxiv:2401.04837 v2 · 2024-01-09 · cs.LG · cs.NI · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NB5BSC75EGVFDDB3E746KDQHXB}

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	2026-07-05T07:51:37.885562Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

687a190bfd21aa518c3b27f9e50e07b8648e03db2dba2c7f428ecee0ee814875

Aliases

arxiv: 2401.04837 · arxiv_version: 2401.04837v2 · doi: 10.48550/arxiv.2401.04837 · pith_short_12: NB5BSC75EGVF · pith_short_16: NB5BSC75EGVFDDB3 · pith_short_8: NB5BSC75

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/NB5BSC75EGVFDDB3E746KDQHXB \
  | 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: 687a190bfd21aa518c3b27f9e50e07b8648e03db2dba2c7f428ecee0ee814875

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7018d4e68aa46bd9a4c7874506e814e459ea4f232b554b884e87e17c7b9b95e7",
    "cross_cats_sorted": [
      "cs.NI",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-09T22:01:55Z",
    "title_canon_sha256": "dd4c705cd9aacc220ff51cdaf082f44847b490db1194d01b469acbd1360c3a6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.04837",
    "kind": "arxiv",
    "version": 2
  }
}