Pith Number

pith:MZW4HSL6

pith:2018:MZW4HSL6TJ3HV2ELRNAFSIWBKW

not attested not anchored not stored refs pending

Concise Explanations of Neural Networks using Adversarial Training

Amrita Roy Chowdhury, Jiefeng Chen, Prasad Chalasani, Somesh Jha, Xi Wu

arxiv:1810.06583 v9 · 2018-10-15 · cs.LG · 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{MZW4HSL6TJ3HV2ELRNAFSIWBKW}

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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	2026-07-05T01:16:07.630598Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

666dc3c97e9a767ae88b8b405922c155a850bd8064fa29bdd7f460951f653d4d

Aliases

arxiv: 1810.06583 · arxiv_version: 1810.06583v9 · doi: 10.48550/arxiv.1810.06583 · pith_short_12: MZW4HSL6TJ3H · pith_short_16: MZW4HSL6TJ3HV2EL · pith_short_8: MZW4HSL6

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/MZW4HSL6TJ3HV2ELRNAFSIWBKW \
  | 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: 666dc3c97e9a767ae88b8b405922c155a850bd8064fa29bdd7f460951f653d4d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dafb7b57cd571d87b0f555d991c32c646e23705b087f8e51772156871bfa8d24",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-15T18:01:06Z",
    "title_canon_sha256": "1bf02562384b6a1b1665309f7f2e426227e671648ebd8303d4ccf95a0c206e46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.06583",
    "kind": "arxiv",
    "version": 9
  }
}