Pith Number

pith:SZIGDRMP

pith:2020:SZIGDRMP6XUTNCCUKGXRK3XOQZ

not attested not anchored not stored refs pending

Robustness Threats of Differential Privacy

Aleksandr Petiushko, Ivan Oseledets, Nurislam Tursynbek

arxiv:2012.07828 v3 · 2020-12-14 · 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{SZIGDRMP6XUTNCCUKGXRK3XOQZ}

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

3 papers in Pith

PACZero: PAC-Private Fine-Tuning of Language Models via Sign Quantization

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

PACZero: PAC-Private Fine-Tuning of Language Models via Sign Quantization

Receipt and verification

First computed	2026-07-05T03:08:43.415649Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

965061c58ff5e936885451af156eee865c271a8dea5f40a59a91b12a749c576f

Aliases

arxiv: 2012.07828 · arxiv_version: 2012.07828v3 · doi: 10.48550/arxiv.2012.07828 · pith_short_12: SZIGDRMP6XUT · pith_short_16: SZIGDRMP6XUTNCCU · pith_short_8: SZIGDRMP

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/SZIGDRMP6XUTNCCUKGXRK3XOQZ \
  | 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: 965061c58ff5e936885451af156eee865c271a8dea5f40a59a91b12a749c576f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2310037480583f5d88d574bcda6ff146afc68f2e4a762fafabb7e2b0efab8148",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-14T18:59:24Z",
    "title_canon_sha256": "1246cba6e8f6ea4b6f9e40295cb03e31eb64e9e3d6ba4d35ef933d25ce1e648c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.07828",
    "kind": "arxiv",
    "version": 3
  }
}