Pith Number

pith:PV3GCTKX

pith:2026:PV3GCTKX3VRAV45MFT7NZHHYXJ

not attested not anchored not stored refs pending

The Unseen Hand: Manipulating Model Fairness and SHAP with Targeted Identity Re-Association Attacks

Muhammad U. S. Khan, Sannaan Khan

arxiv:2606.22858 v1 · 2026-06-22 · 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{PV3GCTKX3VRAV45MFT7NZHHYXJ}

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	2026-06-23T03:14:02.276441Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d76614d57dd620af3ac2cfedc9cf8ba4e95b0b38a71b2a4ea2b2178eb6ebf65

Aliases

arxiv: 2606.22858 · arxiv_version: 2606.22858v1 · doi: 10.48550/arxiv.2606.22858 · pith_short_12: PV3GCTKX3VRA · pith_short_16: PV3GCTKX3VRAV45M · pith_short_8: PV3GCTKX

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/PV3GCTKX3VRAV45MFT7NZHHYXJ \
  | 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: 7d76614d57dd620af3ac2cfedc9cf8ba4e95b0b38a71b2a4ea2b2178eb6ebf65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4f861d9ff8276b03aff2d21368ae955a3ebe1cb11f0e9e8e78301e990b9d081",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-22T05:05:36Z",
    "title_canon_sha256": "ec7b5706fb8b630eb656bf3140367c913f413bd8455ff4a3d871e7a35bc821ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.22858",
    "kind": "arxiv",
    "version": 1
  }
}