Pith Number

pith:R3YADF7E

pith:2025:R3YADF7E7SODR757QCEOWKUVFC

not attested not anchored not stored refs pending

SemDiff: Generating Natural Unrestricted Adversarial Examples via Semantic Attributes Optimization in Diffusion Models

Jiahao Wu, Ke Tang, Ning Lu, Qing Li, Rui He, Shengcai Liu, Wenqi Fan, Zeyu Dai

arxiv:2504.11923 v1 · 2025-04-16 · cs.LG · cs.CV

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\usepackage{pith}
\pithnumber{R3YADF7E7SODR757QCEOWKUVFC}

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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

1 paper in Pith

Adversarial Diffusion Across Modalities: A Fusion Survey of Attacks, Defenses, and Evaluation for Text, Vision, and Vision-Language Models

Receipt and verification

First computed	2026-07-05T10:49:59.814945Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ef00197e4fc9c38ffbf8088eb2a9528a81a8e0f5332c4340d7ec8cd9497eaed

Aliases

arxiv: 2504.11923 · arxiv_version: 2504.11923v1 · doi: 10.48550/arxiv.2504.11923 · pith_short_12: R3YADF7E7SOD · pith_short_16: R3YADF7E7SODR757 · pith_short_8: R3YADF7E

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/R3YADF7E7SODR757QCEOWKUVFC \
  | 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: 8ef00197e4fc9c38ffbf8088eb2a9528a81a8e0f5332c4340d7ec8cd9497eaed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6e0a6a50ab9154029e27aa60006293fdec09d55d9d64ede4ff577bb043dc471",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-16T09:58:04Z",
    "title_canon_sha256": "1a2371365aee93eccd87b1d34fafb789d1d8311b65bc17466bfb7386b205d4b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.11923",
    "kind": "arxiv",
    "version": 1
  }
}