Pith Number

pith:AAS3TGS2

pith:2023:AAS3TGS2IOZXPGMVOUELOMK53B

not attested not anchored not stored refs pending

Analyzing Leakage of Personally Identifiable Information in Language Models

Ahmed Salem, Lukas Wutschitz, Nils Lukas, Robert Sim, Santiago Zanella-B\'eguelin, Shruti Tople

arxiv:2302.00539 v4 · 2023-02-01 · 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{AAS3TGS2IOZXPGMVOUELOMK53B}

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

5 papers in Pith

Agents That Know Too Much: A Data-Centric Survey of Privacy in LLM Agents

Clinically Grounded Privacy Evaluation of Medical LMs

VisualLeakBench: Reproducible Action-Boundary Propagation Failures in Vision-Language Agents

Jailbroken: How Does LLM Safety Training Fail?

COMPASS: COntinual Multilingual PEFT with Adaptive Semantic Sampling

Receipt and verification

First computed	2026-07-05T06:03:27.515868Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0025b99a5a43b37799957508b7315dd87b8aa6bc63b359b586a03214f71099fe

Aliases

arxiv: 2302.00539 · arxiv_version: 2302.00539v4 · doi: 10.48550/arxiv.2302.00539 · pith_short_12: AAS3TGS2IOZX · pith_short_16: AAS3TGS2IOZXPGMV · pith_short_8: AAS3TGS2

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/AAS3TGS2IOZXPGMVOUELOMK53B \
  | 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: 0025b99a5a43b37799957508b7315dd87b8aa6bc63b359b586a03214f71099fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2764a03930d705bee1313adaf18bc96a99c0d9159c2ccd8b77c5438b22d26bbb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-01T16:04:48Z",
    "title_canon_sha256": "09894ee46a08000cce8facc61b77991b6997e3fc0f6b8fa06d22baa53c8ac203"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.00539",
    "kind": "arxiv",
    "version": 4
  }
}