Pith Number

pith:KNPRSWBU

pith:2024:KNPRSWBUWCE76WOLNCA33DHNUP

not attested not anchored not stored refs pending

Seeing the Forest through the Trees: Data Leakage from Partial Transformer Gradients

Mark Dras, Qiongkai Xu, Weijun Li

arxiv:2406.00999 v2 · 2024-06-03 · cs.LG · cs.CL · 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{KNPRSWBUWCE76WOLNCA33DHNUP}

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

PC-MoE: Memory-Efficient and Privacy-Preserving Collaborative Training for Mixture-of-Experts LLMs

Receipt and verification

First computed	2026-07-05T09:15:33.226714Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

535f195834b089ff59cb6881bd8ceda3eacedbee52520c64eaada2a3e259dd18

Aliases

arxiv: 2406.00999 · arxiv_version: 2406.00999v2 · doi: 10.48550/arxiv.2406.00999 · pith_short_12: KNPRSWBUWCE7 · pith_short_16: KNPRSWBUWCE76WOL · pith_short_8: KNPRSWBU

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/KNPRSWBUWCE76WOLNCA33DHNUP \
  | 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: 535f195834b089ff59cb6881bd8ceda3eacedbee52520c64eaada2a3e259dd18

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59bf74a85c334b09ac899f97a4aea2b716b453a7bf4e3e85c00f50bcc9838cdf",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-03T05:15:04Z",
    "title_canon_sha256": "8f3e9425c8fb05e38a20298f9db9b75260c086c5233b80aa1ccb5fc6780e6bd9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.00999",
    "kind": "arxiv",
    "version": 2
  }
}