Pith Number

pith:LZPJNWLV

pith:2024:LZPJNWLVL7KOUCTGTBB74KXLJA

not attested not anchored not stored refs pending

Do Counterfactual Examples Complicate Adversarial Training?

Cameron Darwin, Eduardo Ortega, Eric Yeats, Frank Liu, Hai Li

arxiv:2404.10588 v2 · 2024-04-16 · cs.LG · 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{LZPJNWLVL7KOUCTGTBB74KXLJA}

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.

Receipt and verification

First computed	2026-07-05T08:08:58.409634Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e5e96d9755fd4ea0a669843fe2aeb48287526a30c6fd045138aed0797707f37

Aliases

arxiv: 2404.10588 · arxiv_version: 2404.10588v2 · doi: 10.48550/arxiv.2404.10588 · pith_short_12: LZPJNWLVL7KO · pith_short_16: LZPJNWLVL7KOUCTG · pith_short_8: LZPJNWLV

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/LZPJNWLVL7KOUCTGTBB74KXLJA \
  | 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: 5e5e96d9755fd4ea0a669843fe2aeb48287526a30c6fd045138aed0797707f37

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3eecd68c3a9fb4e9ab0401ed20e0d9ad140cd57080507859ced4f54ac5cd2916",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-16T14:13:44Z",
    "title_canon_sha256": "45dfe82b30a3524649fde17fc948c9602269231a75f2bb3041ca48d8919d76e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.10588",
    "kind": "arxiv",
    "version": 2
  }
}