Pith Number

pith:TKEHXPH3

pith:2025:TKEHXPH37EG2XXCB2YMRUEOWBQ

not attested not anchored not stored refs pending

Exploring and Mitigating Adversarial Manipulation of Voting-Based Leaderboards

Anastasios Angelopoulos, Chiyuan Zhang, Christopher A. Choquette-Choo, Daphne Ippolito, Florian Tramer, Ion Stoica, Katherine Lee, Ken Ziyu Liu, Matthew Jagielski, Milad Nasr, Nicholas Carlini, Wei-Lin Chiang, Yangsibo Huang

arxiv:2501.07493 v1 · 2025-01-13 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TKEHXPH37EG2XXCB2YMRUEOWBQ}

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	2026-07-05T10:00:29.310703Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9a887bbcfbf90dabdc41d6191a11d60c1b793d2ab1c732d3855540305b4c683a

Aliases

arxiv: 2501.07493 · arxiv_version: 2501.07493v1 · doi: 10.48550/arxiv.2501.07493 · pith_short_12: TKEHXPH37EG2 · pith_short_16: TKEHXPH37EG2XXCB · pith_short_8: TKEHXPH3

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/TKEHXPH37EG2XXCB2YMRUEOWBQ \
  | 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: 9a887bbcfbf90dabdc41d6191a11d60c1b793d2ab1c732d3855540305b4c683a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da4a4cf7007641a1d1a28f09f75762f9dae22f58efc3b204e49164a190e9362f",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-13T17:12:38Z",
    "title_canon_sha256": "e5f6ffa8ea2f8d37235d4d0898c436cf5289f8a804a63a36f3f0ca3fe4286a84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.07493",
    "kind": "arxiv",
    "version": 1
  }
}