Pith Number

pith:LBKJCLYX

pith:2021:LBKJCLYXZDM4SODIIQQVFHI2VF

not attested not anchored not stored refs pending

Customizable Reference Runtime Monitoring of Neural Networks using Resolution Boxes

Changshun Wu, Saddek Bensalem, Yli\`es Falcone

arxiv:2104.14435 v2 · 2021-04-25 · cs.LG · cs.AI · 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{LBKJCLYXZDM4SODIIQQVFHI2VF}

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

Safety Monitoring of Machine Learning Perception Functions: a Survey

Receipt and verification

First computed	2026-07-05T02:56:58.058343Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5854912f17c8d9c938684421529d1aa95902f4e5fbb0caaec7a24937a3a4a435

Aliases

arxiv: 2104.14435 · arxiv_version: 2104.14435v2 · doi: 10.48550/arxiv.2104.14435 · pith_short_12: LBKJCLYXZDM4 · pith_short_16: LBKJCLYXZDM4SODI · pith_short_8: LBKJCLYX

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/LBKJCLYXZDM4SODIIQQVFHI2VF \
  | 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: 5854912f17c8d9c938684421529d1aa95902f4e5fbb0caaec7a24937a3a4a435

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5bbb2c2b4a6244ff9b86c602ba31d55171a21820adc4798af2331d45427622c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-04-25T21:58:02Z",
    "title_canon_sha256": "386d1187996dbd95a4ca8f28a87f0530f92a8c366d5bb913dcd19f39223c6d9a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.14435",
    "kind": "arxiv",
    "version": 2
  }
}