Pith Number

pith:6FESK3UR

pith:2024:6FESK3URTKMNW2IR6AFYKIS4RB

not attested not anchored not stored refs pending

Why You Should Not Trust Interpretations in Machine Learning: Adversarial Attacks on Partial Dependence Plots

Fei Huang, Giles Hooker, Xi Xin

arxiv:2404.18702 v2 · 2024-04-29 · cs.LG · cs.CR · stat.AP · 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{6FESK3URTKMNW2IR6AFYKIS4RB}

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

Explainable AI needs formalization

Receipt and verification

First computed	2026-07-05T08:14:06.435838Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f149256e919a98db6911f00b85225c8843601ccd7841e42d14b6a547aaca0a14

Aliases

arxiv: 2404.18702 · arxiv_version: 2404.18702v2 · doi: 10.48550/arxiv.2404.18702 · pith_short_12: 6FESK3URTKMN · pith_short_16: 6FESK3URTKMNW2IR · pith_short_8: 6FESK3UR

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/6FESK3URTKMNW2IR6AFYKIS4RB \
  | 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: f149256e919a98db6911f00b85225c8843601ccd7841e42d14b6a547aaca0a14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a4859fcc64ddede9422598bfdc1f9d3311a71623254e63c07361201cace908b",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.AP",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-29T13:51:41Z",
    "title_canon_sha256": "1ceee92a45490d693d1cdfe8e8c3a08922eb234fd450d732303e9219b7ad6c2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.18702",
    "kind": "arxiv",
    "version": 2
  }
}