Pith Number

pith:4Q654H2R

pith:2023:4Q654H2RCREX6D4DVOQSXNRQ7V

not attested not anchored not stored refs pending

Be Careful What You Smooth For: Label Smoothing Can Be a Privacy Shield but Also a Catalyst for Model Inversion Attacks

Dominik Hintersdorf, Kristian Kersting, Lukas Struppek

arxiv:2310.06549 v5 · 2023-10-10 · cs.LG · cs.CR · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4Q654H2RCREX6D4DVOQSXNRQ7V}

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

Partitioning for Intrinsic Model Inversion Resistance in Collaborative Inference

Receipt and verification

First computed	2026-07-05T08:40:56.119704Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e43dde1f5114497f0f83aba12bb630fd779f6085f645fd09439c1f5d8bd22db3

Aliases

arxiv: 2310.06549 · arxiv_version: 2310.06549v5 · doi: 10.48550/arxiv.2310.06549 · pith_short_12: 4Q654H2RCREX · pith_short_16: 4Q654H2RCREX6D4D · pith_short_8: 4Q654H2R

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/4Q654H2RCREX6D4DVOQSXNRQ7V \
  | 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: e43dde1f5114497f0f83aba12bb630fd779f6085f645fd09439c1f5d8bd22db3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "615bc331f35de11c6fd1974bf8b2747e6d7ef0c1f53db36f9ae58c6f6c275c27",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-10T11:51:12Z",
    "title_canon_sha256": "10bbde45fb43a77cd13eca17287b77774123616a9ce891a19b0336049911039e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.06549",
    "kind": "arxiv",
    "version": 5
  }
}