Pith Number

pith:WN4L3YKN

pith:2023:WN4L3YKNOTVXIFVZ5TYBN2XCXM

not attested not anchored not stored refs pending

Differentially Private Attention Computation

Xin Yang, Yeqi Gao, Yufa Zhou, Zhao Song

arxiv:2305.04701 v2 · 2023-05-08 · cs.LG · 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{WN4L3YKNOTVXIFVZ5TYBN2XCXM}

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

H$_2$O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models

Receipt and verification

First computed	2026-07-05T09:19:51.032941Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b378bde14d74eb7416b9ecf016eae2bb27694c7ad98f23b375de00bbe757849a

Aliases

arxiv: 2305.04701 · arxiv_version: 2305.04701v2 · doi: 10.48550/arxiv.2305.04701 · pith_short_12: WN4L3YKNOTVX · pith_short_16: WN4L3YKNOTVXIFVZ · pith_short_8: WN4L3YKN

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/WN4L3YKNOTVXIFVZ5TYBN2XCXM \
  | 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: b378bde14d74eb7416b9ecf016eae2bb27694c7ad98f23b375de00bbe757849a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e07f9fe141b316865697044345442d2d0d5a3dd1573596d75360f02ee8edad17",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-08T13:32:41Z",
    "title_canon_sha256": "25936a1271c9590ac2fa448e5d1a142e8ae38eb88880fd19e99f99b59ac55f2a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.04701",
    "kind": "arxiv",
    "version": 2
  }
}