Pith Number

pith:AUDBGG6Y

pith:2022:AUDBGG6YTTLBL5SZYY3AXOH7OM

not attested not anchored not stored refs pending

Measuring Unintended Memorisation of Unique Private Features in Neural Networks

John Hartley, Sotirios A. Tsaftaris

arxiv:2202.08099 v1 · 2022-02-16 · cs.LG · cs.AI · 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{AUDBGG6YTTLBL5SZYY3AXOH7OM}

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

Membership Inference Risks in Quantized Models: A Theoretical and Empirical Study

Receipt and verification

First computed	2026-07-05T04:28:42.964513Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0506131bd89cd615f659c6360bb8ff733288145be639ae9a6d5097c2cfe63fa7

Aliases

arxiv: 2202.08099 · arxiv_version: 2202.08099v1 · doi: 10.48550/arxiv.2202.08099 · pith_short_12: AUDBGG6YTTLB · pith_short_16: AUDBGG6YTTLBL5SZ · pith_short_8: AUDBGG6Y

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/AUDBGG6YTTLBL5SZYY3AXOH7OM \
  | 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: 0506131bd89cd615f659c6360bb8ff733288145be639ae9a6d5097c2cfe63fa7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c862bf6be01457736edbe4858b561ff5c3b0ed4075b56e1a9390911a46621aa1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-16T14:39:05Z",
    "title_canon_sha256": "8cb2937e9a7a1fd0c5c485557f6d9b7251ee30f802235b299b825a475261b15a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.08099",
    "kind": "arxiv",
    "version": 1
  }
}