Pith Number

pith:GXGD34OI

pith:2025:GXGD34OIAKDD56UDHKFJN4TH6D

not attested not anchored not stored refs pending

Enhancing Membership Inference Attacks on Diffusion Models from a Frequency-Domain Perspective

Bingkun Bao, Puwei Lian, Songze Li, Yujun Cai

arxiv:2505.20955 v4 · 2025-05-27 · 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{GXGD34OIAKDD56UDHKFJN4TH6D}

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.

Receipt and verification

First computed	2026-05-29T02:05:34.870984Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

35cc3df1c802863efa833a8a96f267f0c3fe3945ee074599ada8ff997bedd5f9

Aliases

arxiv: 2505.20955 · arxiv_version: 2505.20955v4 · doi: 10.48550/arxiv.2505.20955 · pith_short_12: GXGD34OIAKDD · pith_short_16: GXGD34OIAKDD56UD · pith_short_8: GXGD34OI

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/GXGD34OIAKDD56UDHKFJN4TH6D \
  | 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: 35cc3df1c802863efa833a8a96f267f0c3fe3945ee074599ada8ff997bedd5f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dbf833d34e9c448626048d7d01ba3b1421b132d03f697a6f911661d5c4338cc0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-05-27T09:50:11Z",
    "title_canon_sha256": "0b72f6798466dfcffea780fffeee217ca0e817bc75528abdb1119aa0c71b1e85"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.20955",
    "kind": "arxiv",
    "version": 4
  }
}