Pith Number

pith:GHXIAEGL

pith:2024:GHXIAEGLD372NMSI737UBEH2KI

not attested not anchored not stored refs pending

IPMN Risk Assessment under Federated Learning Paradigm

Alpay Medetalibeyoglu, Candice Bolan, Concetto Spampinato, Elif Keles, Frank Miller, Gorkem Durak, Halil Ertugrul Aktas, Hongyi Pan, Ivo Schoots, Marco J. Bruno, Michael B. Wallace, Pallavi Tiwari, Rajesh N. Keswani, Tamas Gonda, Ulas Bagci, Yavuz Taktak, Yury Velichko, Zheyuan Zhang, Ziliang Hong, Ziyue Xu

arxiv:2411.05697 v2 · 2024-11-08 · eess.IV · cs.DC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GHXIAEGLD372NMSI737UBEH2KI}

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	2026-07-05T10:04:19.627803Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31ee8010cb1effa6b248feff4090fa5228b60036d4716bc8b04f307607031f3e

Aliases

arxiv: 2411.05697 · arxiv_version: 2411.05697v2 · doi: 10.48550/arxiv.2411.05697 · pith_short_12: GHXIAEGLD372 · pith_short_16: GHXIAEGLD372NMSI · pith_short_8: GHXIAEGL

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/GHXIAEGLD372NMSI737UBEH2KI \
  | 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: 31ee8010cb1effa6b248feff4090fa5228b60036d4716bc8b04f307607031f3e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e738e4f823fc2e6b338312cba2a36c2c7d755763c89ad602f07cb47cbd4d5e9",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-11-08T16:52:23Z",
    "title_canon_sha256": "e9faf7e7b94e603bb7d6b94e0f5e1b2ed9343d18d118aca5f1a0dc0fcf87ddf4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.05697",
    "kind": "arxiv",
    "version": 2
  }
}