Pith Number

pith:AQYEDILX

pith:2024:AQYEDILXH6AWCB3XVSJN3RPQET

not attested not anchored not stored refs pending

Privacy Backdoors: Enhancing Membership Inference through Poisoning Pre-trained Models

Jonas Geiping, Leo Marchyok, Nicholas Carlini, Sanghyun Hong, Tom Goldstein, Yuxin Wen

arxiv:2404.01231 v1 · 2024-04-01 · 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{AQYEDILXH6AWCB3XVSJN3RPQET}

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

Probing Memorization of Tabular In-Context Learning

Pretraining Data Exposure in Large Language Models: A Survey of Membership Inference, Data Contamination, and Security Implications

Receipt and verification

First computed	2026-07-05T08:03:03.101967Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

043041a1773f81610777ac92ddc5f024d442b8612a7387ebe83b61db2ce56d29

Aliases

arxiv: 2404.01231 · arxiv_version: 2404.01231v1 · doi: 10.48550/arxiv.2404.01231 · pith_short_12: AQYEDILXH6AW · pith_short_16: AQYEDILXH6AWCB3X · pith_short_8: AQYEDILX

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/AQYEDILXH6AWCB3XVSJN3RPQET \
  | 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: 043041a1773f81610777ac92ddc5f024d442b8612a7387ebe83b61db2ce56d29

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "135c0d01bbc73854f705c4f8f4ce2dc260837ff77f2cc5926c7e2c9f0f0d4a3c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-04-01T16:50:54Z",
    "title_canon_sha256": "3442659816128a176e0617e157910957b120d00de47440b579dd3c2be5a28b76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.01231",
    "kind": "arxiv",
    "version": 1
  }
}