Pith Number

pith:BLGJU4QR

pith:2025:BLGJU4QRSGSR4CDXRCVQTPPQWX

not attested not anchored not stored refs pending

Achieving Network Resilience through Graph Neural Network-enabled Deep Reinforcement Learning

Abbas Jamalipour, Dusit Niyato, Jian Wang, Jiawen Kang, Jiqiang Liu, Tao Zhang, Xuzeng Li, Zhen Han

arxiv:2501.11074 v1 · 2025-01-19 · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BLGJU4QRSGSR4CDXRCVQTPPQWX}

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	2026-07-05T10:03:02.971669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0acc9a721191a51e087788ab09bdf0b5ecc82d196ba7f49e8e4bdc023b773353

Aliases

arxiv: 2501.11074 · arxiv_version: 2501.11074v1 · doi: 10.48550/arxiv.2501.11074 · pith_short_12: BLGJU4QRSGSR · pith_short_16: BLGJU4QRSGSR4CDX · pith_short_8: BLGJU4QR

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/BLGJU4QRSGSR4CDXRCVQTPPQWX \
  | 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: 0acc9a721191a51e087788ab09bdf0b5ecc82d196ba7f49e8e4bdc023b773353

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d94d7de72cd711c53551789a03a058052c34c4d2656b8506df24951c8135173",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-01-19T15:22:17Z",
    "title_canon_sha256": "d70f3ccf5b39238f642fa9d48956384060c89676e6815551650e9c3ab38b1437"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.11074",
    "kind": "arxiv",
    "version": 1
  }
}