Pith Number

pith:FTUK3ET4

pith:2024:FTUK3ET4TGEQ5V2BB6HG4MUNSK

not attested not anchored not stored refs pending

Causal Explanations for Image Classifiers

Daniel Kroening, David A. Kelly, Hana Chockler, Youcheng Sun

arxiv:2411.08875 v3 · 2024-11-13 · 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{FTUK3ET4TGEQ5V2BB6HG4MUNSK}

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

Out-of-the-box: Black-box Causal Attacks on Object Detectors

Receipt and verification

First computed	2026-06-24T01:14:55.911528Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ce8ad927c99890ed7410f8e6e328d9282876ce360b18d3a3f19b5b284cc7b40

Aliases

arxiv: 2411.08875 · arxiv_version: 2411.08875v3 · doi: 10.48550/arxiv.2411.08875 · pith_short_12: FTUK3ET4TGEQ · pith_short_16: FTUK3ET4TGEQ5V2B · pith_short_8: FTUK3ET4

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/FTUK3ET4TGEQ5V2BB6HG4MUNSK \
  | 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: 2ce8ad927c99890ed7410f8e6e328d9282876ce360b18d3a3f19b5b284cc7b40

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "570f953d68a2e9b48723262e5ea3ae5296045c27ad772459847f1e3151cf44c8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-11-13T18:52:42Z",
    "title_canon_sha256": "e17ed37946bb7de887e926b1c8a2fa7fe6d03d7ce8f3a9b1a296fc038afd24e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.08875",
    "kind": "arxiv",
    "version": 3
  }
}