Pith Number

pith:7FATCHFD

pith:2024:7FATCHFDLRRKBEVWX5HBW3HFTX

not attested not anchored not stored refs pending

Adaptively Private Next-Token Prediction of Large Language Models

James Flemings, Meisam Razaviyayn, Murali Annavaram

arxiv:2410.02016 v1 · 2024-10-02 · 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{7FATCHFDLRRKBEVWX5HBW3HFTX}

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

InvisibleInk: High-Utility and Low-Cost Text Generation with Differential Privacy

Receipt and verification

First computed	2026-07-05T09:14:59.216353Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f941311ca35c62a092b6bf4e1b6ce59df45da93712de453e2f1262e9289c2ec0

Aliases

arxiv: 2410.02016 · arxiv_version: 2410.02016v1 · doi: 10.48550/arxiv.2410.02016 · pith_short_12: 7FATCHFDLRRK · pith_short_16: 7FATCHFDLRRKBEVW · pith_short_8: 7FATCHFD

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/7FATCHFDLRRKBEVWX5HBW3HFTX \
  | 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: f941311ca35c62a092b6bf4e1b6ce59df45da93712de453e2f1262e9289c2ec0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0dce9e5728b477714705f7ca1287d09ae5fc95d25a3d8fea6955fe2cc6ad21a2",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-02T20:34:24Z",
    "title_canon_sha256": "baa7a18b285db00adbdcb2222abf9e5dbfe203dbe09b83437608740d3f063760"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02016",
    "kind": "arxiv",
    "version": 1
  }
}