Pith Number

pith:GCFM2QDW

pith:2026:GCFM2QDW7B64U6EG2XQOIHOMPX

not attested not anchored not stored refs pending

USAD: Uncertainty-aware Statistical Adversarial Detection

Donghao Zhang, Feng Liu, Jiacheng Zhang, Liuhua Peng, Xunye Tian, Yiyi Guo, Zesheng Ye, Zhijian Zhou

arxiv:2606.27832 v1 · 2026-06-26 · 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{GCFM2QDW7B64U6EG2XQOIHOMPX}

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	2026-06-29T01:14:49.837141Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

308acd4076f87dca7886d5e0e41dcc7de0e49b9c632a2c31e6111dcc342b95f4

Aliases

arxiv: 2606.27832 · arxiv_version: 2606.27832v1 · doi: 10.48550/arxiv.2606.27832 · pith_short_12: GCFM2QDW7B64 · pith_short_16: GCFM2QDW7B64U6EG · pith_short_8: GCFM2QDW

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/GCFM2QDW7B64U6EG2XQOIHOMPX \
  | 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: 308acd4076f87dca7886d5e0e41dcc7de0e49b9c632a2c31e6111dcc342b95f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54d045a29c47dd625b2c57a7ed19c68a182256dbacefc0985d64405dcb220bf2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-26T08:19:00Z",
    "title_canon_sha256": "fa18a76f2f298c13557d243a567e37b9baeea057d7d045450e4039ee8623cc77"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.27832",
    "kind": "arxiv",
    "version": 1
  }
}