Pith. sign in
Pith Number

pith:U2ABCIUW

pith:2022:U2ABCIUWGVNZHPVEAY62E4KVJI
not attested not anchored not stored refs pending

Towards Understanding and Boosting Adversarial Transferability from a Distribution Perspective

Bolun Zheng, Kejiang Chen, Qingming Huang, Xiang Tian, Xiaodan Li, Yaowu Chen, Yao Zhu, Yuan He, Yuefeng Chen

arxiv:2210.04213 v1 · 2022-10-09 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{U2ABCIUWGVNZHPVEAY62E4KVJI}

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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 2026-07-05T05:04:38.196794Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a680112296355b93bea4063da271554a29687225e09f2d7b9c10b37e8afc58fa

Aliases

arxiv: 2210.04213 · arxiv_version: 2210.04213v1 · doi: 10.48550/arxiv.2210.04213 · pith_short_12: U2ABCIUWGVNZ · pith_short_16: U2ABCIUWGVNZHPVE · pith_short_8: U2ABCIUW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/U2ABCIUWGVNZHPVEAY62E4KVJI \
  | 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: a680112296355b93bea4063da271554a29687225e09f2d7b9c10b37e8afc58fa
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "7a13057b51147268c2db512ec70361279bca7aea2e30f3198e2449c1635bc9d3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-10-09T09:58:51Z",
    "title_canon_sha256": "2e4bb236b63e08d0724504f97bc6c962c7bc8ecdfda0b238208a3a5b84f5a2d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.04213",
    "kind": "arxiv",
    "version": 1
  }
}