Pith. sign in
Pith Number

pith:4FF5HXQW

pith:2023:4FF5HXQWPMSN4LADXNALOZ3FZZ
not attested not anchored not stored refs pending

Set-level Guidance Attack: Boosting Adversarial Transferability of Vision-Language Pre-training Models

Dong Lu, Feng Zheng, Hongchang Gao, Teng Wang, Weili Guan, Zhiqiang Wang

arxiv:2307.14061 v1 · 2023-07-26 · cs.CV

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\usepackage{pith}
\pithnumber{4FF5HXQWPMSN4LADXNALOZ3FZZ}

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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.
Receipt and verification
First computed 2026-07-05T06:34:57.036638Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e14bd3de167b24de2c03bb40b76765ce796b9c235ae8419fbf9684e7852403af

Aliases

arxiv: 2307.14061 · arxiv_version: 2307.14061v1 · doi: 10.48550/arxiv.2307.14061 · pith_short_12: 4FF5HXQWPMSN · pith_short_16: 4FF5HXQWPMSN4LAD · pith_short_8: 4FF5HXQW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4FF5HXQWPMSN4LADXNALOZ3FZZ \
  | 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: e14bd3de167b24de2c03bb40b76765ce796b9c235ae8419fbf9684e7852403af
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2da0ed02f40edba3200f85e7c173a1c87d0c567ffdc16951bffdd8cf53d164ec",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-07-26T09:19:21Z",
    "title_canon_sha256": "4b1351275199de641bb26e0d8dcc540373655267cbfd42c17dc487536f91a815"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.14061",
    "kind": "arxiv",
    "version": 1
  }
}