Pith Number

pith:YFSFPSCF

pith:2025:YFSFPSCFQMP7GG76SGC3JSXCLH

not attested not anchored not stored refs pending

CogMorph: Cognitive Morphing Attacks for Text-to-Image Models

Aishan Liu, Dacheng Tao, Le Wang, Siyuan Liang, Xianglong Liu, Zonghao Ying, Zonglei Jing

arxiv:2501.11815 v2 · 2025-01-21 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YFSFPSCFQMP7GG76SGC3JSXCLH}

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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

High-Entropy Tokens as Multimodal Failure Points in Vision-Language Models

Receipt and verification

First computed	2026-07-05T10:03:51.913194Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c16457c845831ff31bfe9185b4cae259f890419b4d7c40fd179c03050facd855

Aliases

arxiv: 2501.11815 · arxiv_version: 2501.11815v2 · doi: 10.48550/arxiv.2501.11815 · pith_short_12: YFSFPSCFQMP7 · pith_short_16: YFSFPSCFQMP7GG76 · pith_short_8: YFSFPSCF

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/YFSFPSCFQMP7GG76SGC3JSXCLH \
  | 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: c16457c845831ff31bfe9185b4cae259f890419b4d7c40fd179c03050facd855

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92c8e5cfb12eccdfb386c449fc451c6bf6043991d44558ac907e89ca790de678",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-21T01:45:56Z",
    "title_canon_sha256": "8c3ab23bd74d1642c08dacf0864ef3adfe5bb655ca7653c2ec0751c308f92c32"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.11815",
    "kind": "arxiv",
    "version": 2
  }
}