Pith. sign in
Pith Number

pith:PVFXP6WH

pith:2025:PVFXP6WHLY7OC4SR3WVIE6DSZB
not attested not anchored not stored refs pending

PLA: Prompt Learning Attack against Text-to-Image Generative Models

Bin Xiao, Xinqi Lyu, Yanjie Li, Yihao Liu

arxiv:2508.03696 v1 · 2025-07-14 · cs.CR · cs.AI · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PVFXP6WHLY7OC4SR3WVIE6DSZB}

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 2026-07-05T11:49:13.170089Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7d4b77fac75e3ee17251ddaa827872c857b9a7982e75526d9b972f33468339ed

Aliases

arxiv: 2508.03696 · arxiv_version: 2508.03696v1 · doi: 10.48550/arxiv.2508.03696 · pith_short_12: PVFXP6WHLY7O · pith_short_16: PVFXP6WHLY7OC4SR · pith_short_8: PVFXP6WH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PVFXP6WHLY7OC4SR3WVIE6DSZB \
  | 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: 7d4b77fac75e3ee17251ddaa827872c857b9a7982e75526d9b972f33468339ed
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b7e1ac3befbeb35e4380afde0c7859866486876dee231fab3927ff713d585551",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-14T11:57:16Z",
    "title_canon_sha256": "d9b8ef8eb933a5ece7e0369ed6288b1e51ed9dde541f3fd05f38ff39adf7cb1d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.03696",
    "kind": "arxiv",
    "version": 1
  }
}