Pith Number

pith:ZAEPWLNX

pith:2021:ZAEPWLNXAOCCAVADHI3YAIYOPI

not attested not anchored not stored refs pending

Robust and Privacy-Preserving Collaborative Learning: A Comprehensive Survey

Fei Yang, Shangwei Guo, Tao Xiang, Tianwei Zhang, Xu Zhang, Yan Gan, Yang Liu

arxiv:2112.10183 v1 · 2021-12-19 · 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{ZAEPWLNXAOCCAVADHI3YAIYOPI}

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.

Cited by

1 paper in Pith

Exploiting Edge Features for Transferable Adversarial Attacks in Distributed Machine Learning

Receipt and verification

First computed	2026-07-05T03:42:12.027207Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c808fb2db703842054033a3780230e7a186a5fcf7549288e12dc2bf838381aec

Aliases

arxiv: 2112.10183 · arxiv_version: 2112.10183v1 · doi: 10.48550/arxiv.2112.10183 · pith_short_12: ZAEPWLNXAOCC · pith_short_16: ZAEPWLNXAOCCAVAD · pith_short_8: ZAEPWLNX

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/ZAEPWLNXAOCCAVADHI3YAIYOPI \
  | 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: c808fb2db703842054033a3780230e7a186a5fcf7549288e12dc2bf838381aec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32adb0377177ecb6da0e01057438680d85f65de3d2f8922e7ef9c6ba637fc66c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2021-12-19T16:15:22Z",
    "title_canon_sha256": "a02e74094a595a4bc62379404ef7d4b144f81067cffc215e5df58d33e8b2de27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.10183",
    "kind": "arxiv",
    "version": 1
  }
}