Pith Number

pith:AHT45PUU

pith:2024:AHT45PUUUYG2FLCKPTPXSLXJZI

not attested not anchored not stored refs pending

Blind Baselines Beat Membership Inference Attacks for Foundation Models

Debeshee Das, Florian Tram\`er, Jie Zhang

arxiv:2406.16201 v2 · 2024-06-23 · cs.CR · cs.CL · 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{AHT45PUUUYG2FLCKPTPXSLXJZI}

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

3 papers in Pith

Natural Identifiers for Privacy and Data Audits in Large Language Models

Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models

Hey, That's My Data! Token-Only Dataset Inference in Large Language Models

Receipt and verification

First computed	2026-07-05T10:41:13.282535Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01e7cebe94a60da2ac4a7cdf792ee9ca111818385803b4cbe9ba2502962831bd

Aliases

arxiv: 2406.16201 · arxiv_version: 2406.16201v2 · doi: 10.48550/arxiv.2406.16201 · pith_short_12: AHT45PUUUYG2 · pith_short_16: AHT45PUUUYG2FLCK · pith_short_8: AHT45PUU

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/AHT45PUUUYG2FLCKPTPXSLXJZI \
  | 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: 01e7cebe94a60da2ac4a7cdf792ee9ca111818385803b4cbe9ba2502962831bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d385d5df5a4cec6e9f3698c291912d01aec7f49984b7f4802cbcedf7c9cfa850",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-06-23T19:40:11Z",
    "title_canon_sha256": "400a518b18da9d67927f8d041aa0c9d9929eda86813b70592ae5650c946251b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.16201",
    "kind": "arxiv",
    "version": 2
  }
}