Pith Number

pith:5GKE74PF

pith:2019:5GKE74PFP2U46ZRDT34OHPJ56S

not attested not anchored not stored refs pending

Detecting Adversarial Examples and Other Misclassifications in Neural Networks by Introspection

Jonathan Aigrain, Marcin Detyniecki

arxiv:1905.09186 v1 · 2019-05-22 · 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{5GKE74PFP2U46ZRDT34OHPJ56S}

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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.

Cited by

1 paper in Pith

LogitDynamics: Reliable ViT Error Detection from Layerwise Logit Trajectories

Receipt and verification

First computed	2026-05-17T23:45:21.707892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9944ff1e57ea9cf66239ef8e3bd3df4a14581bf6976f67dd5a0a4ac73338963

Aliases

arxiv: 1905.09186 · arxiv_version: 1905.09186v1 · doi: 10.48550/arxiv.1905.09186 · pith_short_12: 5GKE74PFP2U4 · pith_short_16: 5GKE74PFP2U46ZRD · pith_short_8: 5GKE74PF

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/5GKE74PFP2U46ZRDT34OHPJ56S \
  | 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: e9944ff1e57ea9cf66239ef8e3bd3df4a14581bf6976f67dd5a0a4ac73338963

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59b6cb8d6a4dcfc37b8c7c46838462cb4cf90615575ef6216997d06084a0fcd2",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-22T15:12:50Z",
    "title_canon_sha256": "03ce24eeeedfd570d5ba22fb84f163d8047215719868d395b3594517b8b1fe53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.09186",
    "kind": "arxiv",
    "version": 1
  }
}