Pith Number

pith:6U6QPP7J

pith:2026:6U6QPP7JKXHVVLS54T6CUWI2OF

not attested not anchored not stored refs pending

The Confidence Trap: Calibration Attacks for Graph Neural Networks

Cuong Dang, Dung Le, Hieu Ta Quang, Jiahao Zhang, Lu Cheng, Suhang Wang

arxiv:2606.08467 v1 · 2026-06-07 · 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{6U6QPP7JKXHVVLS54T6CUWI2OF}

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	2026-06-09T01:05:37.406539Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f53d07bfe955cf5aae5de4fc2a591a7172fbcae73597f3460b117c1a6b8230a4

Aliases

arxiv: 2606.08467 · arxiv_version: 2606.08467v1 · doi: 10.48550/arxiv.2606.08467 · pith_short_12: 6U6QPP7JKXHV · pith_short_16: 6U6QPP7JKXHVVLS5 · pith_short_8: 6U6QPP7J

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/6U6QPP7JKXHVVLS54T6CUWI2OF \
  | 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: f53d07bfe955cf5aae5de4fc2a591a7172fbcae73597f3460b117c1a6b8230a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2340db6be3610cd63da5ec6b9d87145c30be35993b04a911e85e3075a95ba433",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-07T06:16:58Z",
    "title_canon_sha256": "1ea4a8475a88526cbd4dbd5a862e8b261bceb4b62c621607091b4b95216587c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.08467",
    "kind": "arxiv",
    "version": 1
  }
}