Pith Number

pith:5YXDJ4KC

pith:2017:5YXDJ4KCHDXSAYL7QHYM4P3I56

not attested not anchored not stored refs pending

Interpretation of Neural Networks is Fragile

Abubakar Abid, Amirata Ghorbani, James Zou

arxiv:1710.10547 v2 · 2017-10-29 · stat.ML · 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{5YXDJ4KCHDXSAYL7QHYM4P3I56}

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	2026-05-18T00:01:30.397571Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee2e34f14238ef20617f81f0ce3f68ef93115f1c9fee56a920796688afa79d8d

Aliases

arxiv: 1710.10547 · arxiv_version: 1710.10547v2 · doi: 10.48550/arxiv.1710.10547 · pith_short_12: 5YXDJ4KCHDXS · pith_short_16: 5YXDJ4KCHDXSAYL7 · pith_short_8: 5YXDJ4KC

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/5YXDJ4KCHDXSAYL7QHYM4P3I56 \
  | 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: ee2e34f14238ef20617f81f0ce3f68ef93115f1c9fee56a920796688afa79d8d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe4271e97635a7fe9bb4a83b208215b68ba58aee1cdc7c2cebb36fa8ca75fec9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-10-29T01:02:12Z",
    "title_canon_sha256": "aa75e0f0a96cf8de7f5e47a5f5c09d0d606fb24e033f41cafcb2cda8a2967f9e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1710.10547",
    "kind": "arxiv",
    "version": 2
  }
}