Pith Number

pith:6IDSR27M

pith:2021:6IDSR27M2LNDIX6PSOOGDBAJM4

not attested not anchored not stored refs pending

Differentially Private Fine-tuning of Language Models

Andre Manoel, Arturs Backurs, Da Yu, Gautam Kamath, Huishuai Zhang, Huseyin A. Inan, Janardhan Kulkarni, Lukas Wutschitz, Saurabh Naik, Sergey Yekhanin, Sivakanth Gopi, Yin Tat Lee

arxiv:2110.06500 v2 · 2021-10-13 · cs.LG · cs.CL · cs.CR · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6IDSR27M2LNDIX6PSOOGDBAJM4}

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

18 papers in Pith

$\pi$-RAG: Oblivious Retrieval via Semantic Quantization and Transcendental Addressing for Large Language Models

PeerCheck: Enhancing LLM-Generated Academic Reviews Towards Human-Level Quality

Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges

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

Private and Stable Test-Time Adaptation with Differential Privacy

Receipt and verification

First computed	2026-07-05T04:40:24.064291Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f20728ebecd2da345fcf939c6184096707041293818040fd25c00a06908c8da6

Aliases

arxiv: 2110.06500 · arxiv_version: 2110.06500v2 · doi: 10.48550/arxiv.2110.06500 · pith_short_12: 6IDSR27M2LND · pith_short_16: 6IDSR27M2LNDIX6P · pith_short_8: 6IDSR27M

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/6IDSR27M2LNDIX6PSOOGDBAJM4 \
  | 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: f20728ebecd2da345fcf939c6184096707041293818040fd25c00a06908c8da6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a338fc6052a62c406de4668aae52184f5f836db925fd8388f142c6c6ec84ea48",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-13T05:15:00Z",
    "title_canon_sha256": "32b031c12323bc88d8fa8b7e39c580e40deb78bb92c84b15fac207c7b68bffc4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.06500",
    "kind": "arxiv",
    "version": 2
  }
}