Pith Number

pith:7RWROOPC

pith:2023:7RWROOPCJLNL7BD2TZ7TW2PRM6

not attested not anchored not stored refs pending

Graph Neural Network-Based Bandwidth Allocation for Secure Wireless Communications

Branka Vucetic, Changyang She, Phee Lep Yeoh, Xin Hao, Yonghui Li, Yuhong Liu

arxiv:2312.14958 v1 · 2023-12-13 · cs.IT · cs.CR · cs.LG · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7RWROOPCJLNL7BD2TZ7TW2PRM6}

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	2026-07-05T07:27:28.786223Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fc6d1739e24adabf847a9e7f3b69f167a8acbef9219810dcc380a5926b1cee10

Aliases

arxiv: 2312.14958 · arxiv_version: 2312.14958v1 · doi: 10.48550/arxiv.2312.14958 · pith_short_12: 7RWROOPCJLNL · pith_short_16: 7RWROOPCJLNL7BD2 · pith_short_8: 7RWROOPC

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/7RWROOPCJLNL7BD2TZ7TW2PRM6 \
  | 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: fc6d1739e24adabf847a9e7f3b69f167a8acbef9219810dcc380a5926b1cee10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "20adda6d4beb3eea6e01b2e538a5c97c43beb6150e32eb8f235c8a4c1c5d0c7f",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2023-12-13T09:34:16Z",
    "title_canon_sha256": "cd5f1b67bc74cf786e545935cd6879921a43c4338dfbbd966e978231175d4231"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.14958",
    "kind": "arxiv",
    "version": 1
  }
}