Pith. sign in
Pith Number

pith:IDHW5N2V

pith:2025:IDHW5N2VK22PE5UK2EL77VXCGR
not attested not anchored not stored refs pending

PatchDEMUX: A Certifiably Robust Framework for Multi-label Classifiers Against Adversarial Patches

Chong Xiang, Dennis Jacob, Prateek Mittal

arxiv:2505.24703 v1 · 2025-05-30 · cs.CR · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IDHW5N2VK22PE5UK2EL77VXCGR}

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 2026-07-05T11:12:55.043148Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

40cf6eb75556b4f2768ad117ffd6e2347b5ca10599ae7d3b0121f65d310276bc

Aliases

arxiv: 2505.24703 · arxiv_version: 2505.24703v1 · doi: 10.48550/arxiv.2505.24703 · pith_short_12: IDHW5N2VK22P · pith_short_16: IDHW5N2VK22PE5UK · pith_short_8: IDHW5N2V
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IDHW5N2VK22PE5UK2EL77VXCGR \
  | 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: 40cf6eb75556b4f2768ad117ffd6e2347b5ca10599ae7d3b0121f65d310276bc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f34cb2193b6c627355d346574e859227b421fc41c75bcae0346c1de5f87ea797",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-05-30T15:25:51Z",
    "title_canon_sha256": "fa281e3d4ccc8c5753c256736a3afa691fa646bd430df114fb21aac7fd658912"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.24703",
    "kind": "arxiv",
    "version": 1
  }
}