Pith Number

pith:UGMA3OZ2

pith:2023:UGMA3OZ2QS4YPAJ3O7LJQSH7CW

not attested not anchored not stored refs pending

Delving into the Adversarial Robustness of Federated Learning

Bo Li, Chao Wu, Chen Chen, Jie Zhang, Lingjuan Lyu, Shouhong Ding, Shuang Wu

arxiv:2302.09479 v1 · 2023-02-19 · cs.LG · cs.AI · 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{UGMA3OZ2QS4YPAJ3O7LJQSH7CW}

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	2026-07-05T05:43:26.154473Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a1980dbb3a84b987813b77d69848ff15a565517c19f95eb0847fa7595eee2d14

Aliases

arxiv: 2302.09479 · arxiv_version: 2302.09479v1 · doi: 10.48550/arxiv.2302.09479 · pith_short_12: UGMA3OZ2QS4Y · pith_short_16: UGMA3OZ2QS4YPAJ3 · pith_short_8: UGMA3OZ2

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/UGMA3OZ2QS4YPAJ3O7LJQSH7CW \
  | 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: a1980dbb3a84b987813b77d69848ff15a565517c19f95eb0847fa7595eee2d14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "772351816d12d4a8b50836a00e76059d05f28b3220f29a8adac37f4f08eeafe0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-19T04:54:25Z",
    "title_canon_sha256": "bcfe6187368bfd037aea6b65fca8fcb5b27f16513dd1f9a6fcb8430adc0d797b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.09479",
    "kind": "arxiv",
    "version": 1
  }
}