Pith Number

pith:JV4HDMDA

pith:2021:JV4HDMDA5VSTIJ4FUE25IKXOGO

not attested not anchored not stored refs pending

Large-Scale Differentially Private BERT

Badih Ghazi, Pasin Manurangsi, Ravi Kumar, Rohan Anil, Vineet Gupta

arxiv:2108.01624 v1 · 2021-08-03 · 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{JV4HDMDA5VSTIJ4FUE25IKXOGO}

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

4 papers in Pith

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

Fundamental Limitations of Favorable Privacy-Utility Guarantees for DP-SGD

Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling

Quantifying Memorization Across Neural Language Models

Receipt and verification

First computed	2026-07-05T03:03:04.719728Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d7871b060ed65342785a135d42aee33a994d5d261073f61d32a5ac3ad99314e

Aliases

arxiv: 2108.01624 · arxiv_version: 2108.01624v1 · doi: 10.48550/arxiv.2108.01624 · pith_short_12: JV4HDMDA5VST · pith_short_16: JV4HDMDA5VSTIJ4F · pith_short_8: JV4HDMDA

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/JV4HDMDA5VSTIJ4FUE25IKXOGO \
  | 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: 4d7871b060ed65342785a135d42aee33a994d5d261073f61d32a5ac3ad99314e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c8dcee736cb16d153c2d484c4d78bfd8a77177a39bd8d381788441bd5ee4eaa",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-08-03T16:51:36Z",
    "title_canon_sha256": "52665c2cd88df17e8e5e3636d9d37d53b3012c55cf5484fee29250e7925904fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.01624",
    "kind": "arxiv",
    "version": 1
  }
}