Pith Number

pith:DTHBSF5Q

pith:2026:DTHBSF5Q5MVQUFI72JTRWVPDYN

not attested not anchored not stored refs pending

Detectors Learn the Wrong Thing: Shortcut-Resistant Adversarial Training Against Physically Realizable Attacks

Haiyang Yu, Jinlei Wang, Xuesong Bai, Yilong Ren, Yuanhao Huang, Zheng Zhang

arxiv:2607.21243 v1 · 2026-07-23 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DTHBSF5Q5MVQUFI72JTRWVPDYN}

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	2026-07-24T01:24:21.240742Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1cce1917b0eb2b0a151fd2671b55e3c37b714f8fcdf83902890c0228eaa5f757

Aliases

arxiv: 2607.21243 · arxiv_version: 2607.21243v1 · doi: 10.48550/arxiv.2607.21243 · pith_short_12: DTHBSF5Q5MVQ · pith_short_16: DTHBSF5Q5MVQUFI7 · pith_short_8: DTHBSF5Q

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/DTHBSF5Q5MVQUFI72JTRWVPDYN \
  | 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: 1cce1917b0eb2b0a151fd2671b55e3c37b714f8fcdf83902890c0228eaa5f757

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43cb2e11b71e9322bf4de1d149ab3f4070707f47f87f8200c19073701220ddf5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-23T12:06:02Z",
    "title_canon_sha256": "e5e9b15895006762ba79a1c097f1ba43791e4b2d5af8f08c0ed910a6030d4b5b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.21243",
    "kind": "arxiv",
    "version": 1
  }
}