Pith Number

pith:HEJOPTD2

pith:2019:HEJOPTD2QHIN2GGZBUFJIXOAHK

not attested not anchored not stored refs pending

Enhancing Fault Tolerance of Neural Networks for Security-Critical Applications

Arnab Bag, Debapriya Basu Roy, Debdeep Mukhopadhyay, Dirmanto Jap, Jakub Breier, Manaar Alam, Shivam Bhasin

arxiv:1902.04560 v1 · 2019-02-05 · cs.LG · cs.CR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HEJOPTD2QHIN2GGZBUFJIXOAHK}

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	2026-05-17T23:54:06.570674Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3912e7cc7a81d0dd18d90d0a945dc03a87e291f12e523a5077b6e9f5b8bbbbcd

Aliases

arxiv: 1902.04560 · arxiv_version: 1902.04560v1 · doi: 10.48550/arxiv.1902.04560 · pith_short_12: HEJOPTD2QHIN · pith_short_16: HEJOPTD2QHIN2GGZ · pith_short_8: HEJOPTD2

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/HEJOPTD2QHIN2GGZBUFJIXOAHK \
  | 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: 3912e7cc7a81d0dd18d90d0a945dc03a87e291f12e523a5077b6e9f5b8bbbbcd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e6821302f19723fbed3062791b078bf3767620da4181a8159d7dbcd363c97ca",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-02-05T11:53:48Z",
    "title_canon_sha256": "fbc34eb8481124e9aad367a206aa1f196f04e3d60de0c425c949e693de2a0731"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.04560",
    "kind": "arxiv",
    "version": 1
  }
}