Pith Number

pith:YYZ2TYDB

pith:2025:YYZ2TYDB3J4RE7RFHGGCLHTXBP

not attested not anchored not stored refs pending

Evaluating the Evaluators: Trust in Adversarial Robustness Tests

Ambra Demontis, Antonio Emanuele Cin\`a, Battista Biggio, Fabio Roli, Luca Demetrio, Maura Pintor

arxiv:2507.03450 v1 · 2025-07-04 · cs.CR · cs.AI · cs.CV · 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{YYZ2TYDB3J4RE7RFHGGCLHTXBP}

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

Transcoders for Investigating Deception in Language Models

Receipt and verification

First computed	2026-07-05T11:31:59.745088Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c633a9e061da79127e25398c259e770bcacfd9258918c6d3f4e793b902f265c6

Aliases

arxiv: 2507.03450 · arxiv_version: 2507.03450v1 · doi: 10.48550/arxiv.2507.03450 · pith_short_12: YYZ2TYDB3J4R · pith_short_16: YYZ2TYDB3J4RE7RF · pith_short_8: YYZ2TYDB

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/YYZ2TYDB3J4RE7RFHGGCLHTXBP \
  | 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: c633a9e061da79127e25398c259e770bcacfd9258918c6d3f4e793b902f265c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "23360d70fade1f3c2bdf5065197268bc7a9175ab60cf277a26462e3e84cd2f5e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-04T10:07:26Z",
    "title_canon_sha256": "0e1362a662a151dbe1349bd1627294bdb4b7872acc9f0d459d48ed0b48edb8b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.03450",
    "kind": "arxiv",
    "version": 1
  }
}