Pith Number

pith:SYH2R6LQ

pith:2025:SYH2R6LQP56WEU63UNVLKUFCEU

not attested not anchored not stored refs pending

Tab-MIA: A Benchmark Dataset for Membership Inference Attacks on Tabular Data in LLMs

Asaf Shabtai, Daniel Samira, Eyal German, Sagiv Antebi, Yuval Elovici

arxiv:2507.17259 v1 · 2025-07-23 · cs.CR · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SYH2R6LQP56WEU63UNVLKUFCEU}

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

2 papers in Pith

Privacy Vulnerabilities of Attention Layers in Tabular Foundation Models and Protection of High-Risk Queries

Probing Memorization of Tabular In-Context Learning

Receipt and verification

First computed	2026-07-05T11:42:04.588622Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

960fa8f9707f7d6253dba36ab550a225384cc3beec3bef704f14c9d4a9bf4633

Aliases

arxiv: 2507.17259 · arxiv_version: 2507.17259v1 · doi: 10.48550/arxiv.2507.17259 · pith_short_12: SYH2R6LQP56W · pith_short_16: SYH2R6LQP56WEU63 · pith_short_8: SYH2R6LQ

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/SYH2R6LQP56WEU63UNVLKUFCEU \
  | 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: 960fa8f9707f7d6253dba36ab550a225384cc3beec3bef704f14c9d4a9bf4633

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1540925529c2633ba02bb64d8e3167fc43ee141591cd8792550beb8ddbe57a42",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-23T06:56:34Z",
    "title_canon_sha256": "a2e2bc0cf74ac941f7a9df4c853bce2edbcd66a6b6488f32814df530c4f6ce0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.17259",
    "kind": "arxiv",
    "version": 1
  }
}