Pith Number

pith:DBCIIKHO

pith:2023:DBCIIKHOPUKOCLA2ATV3QPBHXS

not attested not anchored not stored refs pending

Impact of Light and Shadow on Robustness of Deep Neural Networks

Chao Li, Chengyin Hu, Donghua Wang, Guijian Tang, Jialiang Sun, Junqi Wu, Weiwen Shi

arxiv:2305.14165 v1 · 2023-05-23 · cs.CV · 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{DBCIIKHOPUKOCLA2ATV3QPBHXS}

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	2026-07-05T06:13:01.596570Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18448428ee7d14e12c1a04ebb83c27bc91d0d0e6a99382e6158e2bde9c3dc748

Aliases

arxiv: 2305.14165 · arxiv_version: 2305.14165v1 · doi: 10.48550/arxiv.2305.14165 · pith_short_12: DBCIIKHOPUKO · pith_short_16: DBCIIKHOPUKOCLA2 · pith_short_8: DBCIIKHO

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/DBCIIKHOPUKOCLA2ATV3QPBHXS \
  | 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: 18448428ee7d14e12c1a04ebb83c27bc91d0d0e6a99382e6158e2bde9c3dc748

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61137ffca115ba5fa3482f8ac3f8e160c868afad396f59a815112362985c7c66",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-05-23T15:30:56Z",
    "title_canon_sha256": "1278c5d8233b35be7e32a94d553ebb5a123726502a8edda67f8eeac53949dd9d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14165",
    "kind": "arxiv",
    "version": 1
  }
}