Pith Number

pith:QP5UQUAB

pith:2026:QP5UQUABG46XTI2LMXLRYQCL2O

not attested not anchored not stored refs pending

Balancing Fairness, Privacy, and Accuracy: A Multitask Adversarial Framework for Centralized Data-Driven Systems

Elham Naghizade, Imesh Ekanayake, Jeffrey Chan

arxiv:2605.24458 v1 · 2026-05-23 · 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{QP5UQUABG46XTI2LMXLRYQCL2O}

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	2026-05-26T01:03:40.703956Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

83fb485001373d79a34b65d71c404bd38e6daf6c3f383718bc6f27fb01fe9b3b

Aliases

arxiv: 2605.24458 · arxiv_version: 2605.24458v1 · doi: 10.48550/arxiv.2605.24458 · pith_short_12: QP5UQUABG46X · pith_short_16: QP5UQUABG46XTI2L · pith_short_8: QP5UQUAB

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/QP5UQUABG46XTI2LMXLRYQCL2O \
  | 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: 83fb485001373d79a34b65d71c404bd38e6daf6c3f383718bc6f27fb01fe9b3b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7117df9f9f3388d637577974b37ea14dc6666c49a9fd2fc0ceebe4e80332c127",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-23T08:10:53Z",
    "title_canon_sha256": "092f68abbafbf027643c1768fdfece136c8abce86df0c8ec602e5061ac79dc3e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.24458",
    "kind": "arxiv",
    "version": 1
  }
}