Pith Number

pith:UZ5R2XSS

pith:2022:UZ5R2XSSVEG7S32DOJITQVZVCH

not attested not anchored not stored refs pending

MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples

Jinyuan Jia, Neil Zhenqiang Gong, Wenjie Qu

arxiv:2210.01111 v1 · 2022-10-03 · cs.CR · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UZ5R2XSSVEG7S32DOJITQVZVCH}

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.

Cited by

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T05:02:51.101516Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a67b1d5e52a90df96f43725138573511e8155aa2fbac81c33c142e3bdc319eae

Aliases

arxiv: 2210.01111 · arxiv_version: 2210.01111v1 · doi: 10.48550/arxiv.2210.01111 · pith_short_12: UZ5R2XSSVEG7 · pith_short_16: UZ5R2XSSVEG7S32D · pith_short_8: UZ5R2XSS

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/UZ5R2XSSVEG7S32DOJITQVZVCH \
  | 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: a67b1d5e52a90df96f43725138573511e8155aa2fbac81c33c142e3bdc319eae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f4bfe24004b0ae4a89723f96256e667e702ecca34cdb8f2298ea64bd0ffef69e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-10-03T17:50:57Z",
    "title_canon_sha256": "c8f6aa3b498e43d4cb0f671dfa7a237595252fcd2ac1d147c988970f91568905"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.01111",
    "kind": "arxiv",
    "version": 1
  }
}