Pith Number

pith:TEZ4PPNV

pith:2023:TEZ4PPNVHNHENJZODPQJIT35XU

not attested not anchored not stored refs pending

Did the Neurons Read your Book? Document-level Membership Inference for Large Language Models

Marek Rei, Matthieu Meeus, Shubham Jain, Yves-Alexandre de Montjoye

arxiv:2310.15007 v2 · 2023-10-23 · cs.CL · 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{TEZ4PPNVHNHENJZODPQJIT35XU}

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

Position: Adversarial ML for LLMs Is Not Making Any Progress

Receipt and verification

First computed	2026-07-05T08:44:10.333993Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9933c7bdb53b4e46a72e1be0944f7dbd239c9ae3549c66821ac6dc93b3f4250c

Aliases

arxiv: 2310.15007 · arxiv_version: 2310.15007v2 · doi: 10.48550/arxiv.2310.15007 · pith_short_12: TEZ4PPNVHNHE · pith_short_16: TEZ4PPNVHNHENJZO · pith_short_8: TEZ4PPNV

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/TEZ4PPNVHNHENJZODPQJIT35XU \
  | 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: 9933c7bdb53b4e46a72e1be0944f7dbd239c9ae3549c66821ac6dc93b3f4250c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d528feb17b74a8f78c27846002fdd4f17f72f333852f772fabbeb50cd1cba54",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-23T15:00:46Z",
    "title_canon_sha256": "4defef1f56b89c627f21732ec75dd8faf90ab020c1256c6d8f8d2bbdef0520e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.15007",
    "kind": "arxiv",
    "version": 2
  }
}