Pith Number

pith:FY2PDMAD

pith:2020:FY2PDMADPDII2SJPHHWQJ5PFBK

not attested not anchored not stored refs pending

Differentially Private Language Models Benefit from Public Pre-training

Dylan Slack, Gavin Kerrigan, Jens Tuyls

arxiv:2009.05886 v2 · 2020-09-13 · 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{FY2PDMADPDII2SJPHHWQJ5PFBK}

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

2 papers in Pith

SharedRequest: Privacy-Preserving Model-Agnostic Inference for Large Language Models

ConfusionPrompt: Practical Private Inference for Online Large Language Models

Receipt and verification

First computed	2026-07-05T01:46:02.794078Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e34f1b00378d08d492f39ed04f5e50a92d143645db6fe99efff9533e6ed5a2d

Aliases

arxiv: 2009.05886 · arxiv_version: 2009.05886v2 · doi: 10.48550/arxiv.2009.05886 · pith_short_12: FY2PDMADPDII · pith_short_16: FY2PDMADPDII2SJP · pith_short_8: FY2PDMAD

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/FY2PDMADPDII2SJPHHWQJ5PFBK \
  | 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: 2e34f1b00378d08d492f39ed04f5e50a92d143645db6fe99efff9533e6ed5a2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de616ff197f56ed79456f3bedf2e9b068d2c2680a3c2cca0cbdb3722583e762f",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-13T00:50:44Z",
    "title_canon_sha256": "606bebe4628b89011259fd215cfc249a8517543a2a0fe19849ec21473c93883a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.05886",
    "kind": "arxiv",
    "version": 2
  }
}