Pith Number

pith:H7WKNFUJ

pith:2026:H7WKNFUJDH3423HLP4GOPE74WA

not attested not anchored not stored refs pending

Fairis: Fairness-Aware Aggregation with Provable Influence Containment against Fairness Poisoning Attacks in Collaborative Machine Learning

Devharsh Trivedi, Jackson Walters, Maryline Laurent, Nesrine Kaaniche, Nikos Triandopoulos

arxiv:2608.06469 v1 · 2026-08-06 · cs.CR · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H7WKNFUJDH3423HLP4GOPE74WA}

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	2026-08-10T01:10:46.998038Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3feca6968919f7cd6ceb7f0ce793fcb022332647ee84ff89d29403b52dd78882

Aliases

arxiv: 2608.06469 · arxiv_version: 2608.06469v1 · doi: 10.48550/arxiv.2608.06469 · pith_short_12: H7WKNFUJDH34 · pith_short_16: H7WKNFUJDH3423HL · pith_short_8: H7WKNFUJ

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/H7WKNFUJDH3423HLP4GOPE74WA \
  | 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: 3feca6968919f7cd6ceb7f0ce793fcb022332647ee84ff89d29403b52dd78882

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ce8b94eb63d09a03566582aec994b048c514361e03a91e7bd4d09028bc28c40",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-08-06T18:02:54Z",
    "title_canon_sha256": "693f8a686238f866f0900207b5880046dd930b6ef28ad175b926baf958c2bea9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.06469",
    "kind": "arxiv",
    "version": 1
  }
}