Pith Number

pith:P3CWHSIR

pith:2021:P3CWHSIR7MOGZO3BS3Z66DQ6R7

not attested not anchored not stored refs pending

Robust Models Are More Interpretable Because Attributions Look Normal

Anupam Datta, Matt Fredrikson, Zifan Wang

arxiv:2103.11257 v3 · 2021-03-20 · cs.LG · 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{P3CWHSIR7MOGZO3BS3Z66DQ6R7}

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

Frequency-Aware Model Parameter Explorer: A new attribution method for improving explainability

Receipt and verification

First computed	2026-07-05T03:20:20.232684Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ec563c911fb1c6cbb6196f3ef0e1e8fc93d65895d9b68996bd522f9bee51623

Aliases

arxiv: 2103.11257 · arxiv_version: 2103.11257v3 · doi: 10.48550/arxiv.2103.11257 · pith_short_12: P3CWHSIR7MOG · pith_short_16: P3CWHSIR7MOGZO3B · pith_short_8: P3CWHSIR

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/P3CWHSIR7MOGZO3BS3Z66DQ6R7 \
  | 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: 7ec563c911fb1c6cbb6196f3ef0e1e8fc93d65895d9b68996bd522f9bee51623

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e055e3161e535f9427e9c3a5b0b5df6cbcf5feef27f5ff5f30a601c593bd5acf",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-20T22:36:39Z",
    "title_canon_sha256": "7f030dd7fc89cdb6f9af8832f0a746d15b41583c0157ace8cdb32f96fe7edeb2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.11257",
    "kind": "arxiv",
    "version": 3
  }
}