Pith Number

pith:GMIQHUIW

pith:2025:GMIQHUIWP4K52TWIJ4YNRMBWM4

not attested not anchored not stored refs pending

Membership Inference Attacks on Sequence Models

Florian Tram\`er, Jie Zhang, Lorenzo Rossi, Michael Aerni

arxiv:2506.05126 v1 · 2025-06-05 · cs.CR · 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{GMIQHUIWP4K52TWIJ4YNRMBWM4}

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	2026-07-05T11:16:42.868289Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

331103d1167f15dd4ec84f30d8b036672cbe6aaca6b0f9191b9e6ca4288de195

Aliases

arxiv: 2506.05126 · arxiv_version: 2506.05126v1 · doi: 10.48550/arxiv.2506.05126 · pith_short_12: GMIQHUIWP4K5 · pith_short_16: GMIQHUIWP4K52TWI · pith_short_8: GMIQHUIW

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/GMIQHUIWP4K52TWIJ4YNRMBWM4 \
  | 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: 331103d1167f15dd4ec84f30d8b036672cbe6aaca6b0f9191b9e6ca4288de195

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "985b29be04e91a4aaae70d71c1643a77d7a681211f542a25ea3bd83804a1c622",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-06-05T15:13:57Z",
    "title_canon_sha256": "f63734619550956d83a3bcab2b7a9c69df85eada1b326b7210963c2a14a52fbc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.05126",
    "kind": "arxiv",
    "version": 1
  }
}