Pith Number

pith:ARALRBUF

pith:2021:ARALRBUFY6OUE4BX47MEIHWTJH

not attested not anchored not stored refs pending

PRECODE - A Generic Model Extension to Prevent Deep Gradient Leakage

Daniel Scheliga, Marco Seeland, Patrick M\"ader

arxiv:2108.04725 v2 · 2021-08-10 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ARALRBUFY6OUE4BX47MEIHWTJH}

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

TriShield: Zero-Utility-Loss Defense Against Privacy Backdoors in Federated Language Model Fine-Tuning via Orthogonal Gradient Projection and Optimizer State Entanglement

Receipt and verification

First computed	2026-07-05T03:24:31.014793Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0440b88685c79d427037e7d8441ed349dd8ba725c937b7cdf1fd3557fe06cbea

Aliases

arxiv: 2108.04725 · arxiv_version: 2108.04725v2 · doi: 10.48550/arxiv.2108.04725 · pith_short_12: ARALRBUFY6OU · pith_short_16: ARALRBUFY6OUE4BX · pith_short_8: ARALRBUF

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/ARALRBUFY6OUE4BX47MEIHWTJH \
  | 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: 0440b88685c79d427037e7d8441ed349dd8ba725c937b7cdf1fd3557fe06cbea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3474b796758cc86cd7015856b8e703cf2c1b389fbfb47a5a526a9139fcff460f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-08-10T14:43:17Z",
    "title_canon_sha256": "2ed5d7098d30bd60d8aeec67a60715d9e1ed87bc9ffc839d7d7de596a7006f37"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.04725",
    "kind": "arxiv",
    "version": 2
  }
}