Pith Number

pith:AQFSF5FC

pith:2025:AQFSF5FC3ZUTKB7WOI2K6YZ2FE

not attested not anchored not stored refs pending

The Devil is in the Prompts: De-Identification Traces Enhance Memorization Risks in Synthetic Chest X-Ray Generation

Raman Dutt

arxiv:2502.07516 v2 · 2025-02-11 · eess.IV · cs.AI · cs.CV · 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{AQFSF5FC3ZUTKB7WOI2K6YZ2FE}

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

Diffusion Models Memorize in Training -- and Generalize in Inference

A Utility-preserving De-identification Pipeline for Cross-hospital Radiology Data Sharing

Receipt and verification

First computed	2026-07-05T10:14:26.185093Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

040b22f4a2de693507f67234af633a291e671a423e86a29f69b9186b508a17e6

Aliases

arxiv: 2502.07516 · arxiv_version: 2502.07516v2 · doi: 10.48550/arxiv.2502.07516 · pith_short_12: AQFSF5FC3ZUT · pith_short_16: AQFSF5FC3ZUTKB7W · pith_short_8: AQFSF5FC

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/AQFSF5FC3ZUTKB7WOI2K6YZ2FE \
  | 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: 040b22f4a2de693507f67234af633a291e671a423e86a29f69b9186b508a17e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4dcad510da5ac930a046db119634c3b2639984c552806ad0a1fd13414cdbea4b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2025-02-11T12:36:00Z",
    "title_canon_sha256": "aec22e17c348bfc85c35f9d257d3561d3be2bdc69b38c03a0d6cb6e40ad04ec5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07516",
    "kind": "arxiv",
    "version": 2
  }
}