Pith Number

pith:A4AIH64U

pith:2025:A4AIH64UJMEXRUAKO4NKWYSUQO

not attested not anchored not stored refs pending

Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning

Amit K. Roy-Chowdhury, Basak Guler, Hasin Us Sami, Srikanth V. Krishnamurthy, Swapneel Sen

arxiv:2506.04453 v1 · 2025-06-04 · eess.IV · cs.CR · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{A4AIH64UJMEXRUAKO4NKWYSUQO}

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.

Receipt and verification

First computed	2026-07-05T11:16:36.505924Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

070083fb944b0978d00a771aab6254839be5688a4f08175056f3313a6d9b2a73

Aliases

arxiv: 2506.04453 · arxiv_version: 2506.04453v1 · doi: 10.48550/arxiv.2506.04453 · pith_short_12: A4AIH64UJMEX · pith_short_16: A4AIH64UJMEXRUAK · pith_short_8: A4AIH64U

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/A4AIH64UJMEXRUAKO4NKWYSUQO \
  | 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: 070083fb944b0978d00a771aab6254839be5688a4f08175056f3313a6d9b2a73

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "101ffd5ceebacbe202add47273303461cbd1c985a7c95a3c33cbc558fa2076b8",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2025-06-04T21:14:21Z",
    "title_canon_sha256": "9346e66b3380889b3872071c2725529c3b045bc50873bb339451b6902da65616"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.04453",
    "kind": "arxiv",
    "version": 1
  }
}