Pith. sign in
Pith Number

pith:DQUSWVYA

pith:2024:DQUSWVYA7XOYCBPPA3B7M5GCXJ
not attested not anchored not stored refs pending

Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust Feature

Hangtao Zhang, Minghui Li, Shengshan Hu, Wei Wan, Yichen Wang, Yuxuan Chou, Ziqi Zhou

arxiv:2412.16958 v1 · 2024-12-22 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DQUSWVYA7XOYCBPPA3B7M5GCXJ}

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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 2026-07-05T09:53:15.466732Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1c292b5700fddd8105ef06c3f674c2ba67da8c3940eab058ae0666a847bfd5ce

Aliases

arxiv: 2412.16958 · arxiv_version: 2412.16958v1 · doi: 10.48550/arxiv.2412.16958 · pith_short_12: DQUSWVYA7XOY · pith_short_16: DQUSWVYA7XOYCBPP · pith_short_8: DQUSWVYA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DQUSWVYA7XOYCBPPA3B7M5GCXJ \
  | 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: 1c292b5700fddd8105ef06c3f674c2ba67da8c3940eab058ae0666a847bfd5ce
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "dafc3e39bcebb161797b65a21dcc2f11a83b4c4057e70fc81c0fa292ca43a042",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-22T10:34:02Z",
    "title_canon_sha256": "611cb5754800ef63cf73bfa39c6cfff4de0849100bf745829af8dd4993d29a48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16958",
    "kind": "arxiv",
    "version": 1
  }
}