Pith Number

pith:VYQFPPFO

pith:2024:VYQFPPFOXTSRD2WIIACJCWK5YD

not attested not anchored not stored refs pending

Ents: An Efficient Three-party Training Framework for Decision Trees by Communication Optimization

Bingshuai Li, Guopeng Lin, Lushan Song, Ruisheng Zhou, Weili Han, Wenqiang Ruan, Yunfeng Shao

arxiv:2406.07948 v5 · 2024-06-12 · cs.CR · 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{VYQFPPFOXTSRD2WIIACJCWK5YD}

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	2026-07-05T08:39:34.950421Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae2057bcaebce511eac8400491595dc0d941cf29a8e32d0b176b385049e4e2e4

Aliases

arxiv: 2406.07948 · arxiv_version: 2406.07948v5 · doi: 10.48550/arxiv.2406.07948 · pith_short_12: VYQFPPFOXTSR · pith_short_16: VYQFPPFOXTSRD2WI · pith_short_8: VYQFPPFO

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/VYQFPPFOXTSRD2WIIACJCWK5YD \
  | 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: ae2057bcaebce511eac8400491595dc0d941cf29a8e32d0b176b385049e4e2e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "87ff86f5abf59180dfe7c13e5ac456a2a2e4ba136913dfe4c4ea8c076ad6e30f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-06-12T07:13:11Z",
    "title_canon_sha256": "4939f4f54c9296dfc746ef193957fe016b92dd305426833e6bfb23e8a51d5c08"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.07948",
    "kind": "arxiv",
    "version": 5
  }
}