Pith Number

pith:OK774A3D

pith:2020:OK774A3D4IOBMQ63LBMFEBW32H

not attested not anchored not stored refs pending

Risk Assessment for Machine Learning Models

Fabian H\"uger, Felix Assion, Florens Gre{\ss}ner, Nikhil Kapoor, Paul Schwerdtner, Peter Schlicht, Ren\'e Sass, Wiebke G\"unther

arxiv:2011.04328 v1 · 2020-11-09 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OK774A3D4IOBMQ63LBMFEBW32H}

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

The State of Post-Hoc Local XAI Techniques for Image Processing: Challenges and Motivations

Receipt and verification

First computed	2026-07-05T01:50:04.591814Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

72bffe0363e21c1643db58585206dbd1cc4cfd89f65c94b69fdfef042510c84c

Aliases

arxiv: 2011.04328 · arxiv_version: 2011.04328v1 · doi: 10.48550/arxiv.2011.04328 · pith_short_12: OK774A3D4IOB · pith_short_16: OK774A3D4IOBMQ63 · pith_short_8: OK774A3D

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/OK774A3D4IOBMQ63LBMFEBW32H \
  | 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: 72bffe0363e21c1643db58585206dbd1cc4cfd89f65c94b69fdfef042510c84c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b14a1981cfa715b0d65de85ecd7f89f81794787718f2ea6edce2dc0bd52651d4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-09T10:50:50Z",
    "title_canon_sha256": "35e452d86d1df431d2d094a6a96f0bf7c90b50ae78c9a9bf45bddddb0c50b4c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.04328",
    "kind": "arxiv",
    "version": 1
  }
}