Pith Number

pith:VGLXU76E

pith:2022:VGLXU76EQ7WBMPB56LRT45XLUL

not attested not anchored not stored refs pending

Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness

Chaithanya Kumar Mummadi, Giulio Lovisotto, Jan Hendrik Metzen, Mauricio Munoz, Nicole Finnie

arxiv:2203.13639 v1 · 2022-03-25 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VGLXU76EQ7WBMPB56LRT45XLUL}

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

Model Science: getting serious about verification, explanation and control of AI systems

Receipt and verification

First computed	2026-07-05T04:08:34.894442Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9977a7fc487ec163c3df2e33e76eba2e12f970b0842be93c1372969dd9bb823

Aliases

arxiv: 2203.13639 · arxiv_version: 2203.13639v1 · doi: 10.48550/arxiv.2203.13639 · pith_short_12: VGLXU76EQ7WB · pith_short_16: VGLXU76EQ7WBMPB5 · pith_short_8: VGLXU76E

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/VGLXU76EQ7WBMPB56LRT45XLUL \
  | 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: a9977a7fc487ec163c3df2e33e76eba2e12f970b0842be93c1372969dd9bb823

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4275f8c98337d0c1d0f6ebc32aad972079ab757c9829eb86ad0fb10eeaab5d1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-03-25T13:26:27Z",
    "title_canon_sha256": "9e3d4964bb299b4f32e558eb764765aba433852227398a92097a27bd1a853c53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.13639",
    "kind": "arxiv",
    "version": 1
  }
}