Pith Number

pith:NP5EIOHG

pith:2023:NP5EIOHGGSAPKOLIWGZSIQ4CWS

not attested not anchored not stored refs pending

Decentralized Adversarial Training over Graphs

Ali H. Sayed, Elsa Rizk, Stefan Vlaski, Ying Cao

arxiv:2303.13326 v3 · 2023-03-23 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NP5EIOHGGSAPKOLIWGZSIQ4CWS}

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	2026-07-05T11:01:21.425886Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6bfa4438e63480f53968b1b3244382b49f3747bf4b92a3a4c5f2eb07fb89b445

Aliases

arxiv: 2303.13326 · arxiv_version: 2303.13326v3 · doi: 10.48550/arxiv.2303.13326 · pith_short_12: NP5EIOHGGSAP · pith_short_16: NP5EIOHGGSAPKOLI · pith_short_8: NP5EIOHG

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/NP5EIOHGGSAPKOLIWGZSIQ4CWS \
  | 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: 6bfa4438e63480f53968b1b3244382b49f3747bf4b92a3a4c5f2eb07fb89b445

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2ed0f2176f0ad24bcf5e70ff991dd43cb2b0e436b627d97298e4117df02fb31",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-23T15:05:16Z",
    "title_canon_sha256": "f7167eeb7e191cb5814c7873e34723a6587462aee912149a114349335d187b29"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.13326",
    "kind": "arxiv",
    "version": 3
  }
}