pith. sign in
Pith Number

pith:IZG2CXAY

pith:2022:IZG2CXAYQJFBOSLDZAG6RIJTIH
not attested not anchored not stored refs pending

Dual Graphs of Polyhedral Decompositions for the Detection of Adversarial Attacks

Christina M. Cole, Christopher Peterson, Emily J. King, Huma Jamil, Michael Kirby, Nathaniel Blanchard, Yajing Liu

arxiv:2211.13305 v2 · 2022-11-23 · cs.CV · cs.CR · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IZG2CXAYQJFBOSLDZAG6RIJTIH}

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 2026-07-05T05:21:54.473275Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

464da15c18824a174963c80de8a13341dabf9e867ab2010127228b7b43631541

Aliases

arxiv: 2211.13305 · arxiv_version: 2211.13305v2 · doi: 10.48550/arxiv.2211.13305 · pith_short_12: IZG2CXAYQJFB · pith_short_16: IZG2CXAYQJFBOSLD · pith_short_8: IZG2CXAY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IZG2CXAYQJFBOSLDZAG6RIJTIH \
  | 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: 464da15c18824a174963c80de8a13341dabf9e867ab2010127228b7b43631541
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e86ec7e14d834793e7c274d17972027262e7b10273954e6a2c7db1330b4e713b",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-11-23T21:16:38Z",
    "title_canon_sha256": "0f98a4474815ecc98b2828df8b6ff554614b5a761c129960fe9970a8be3a2b52"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.13305",
    "kind": "arxiv",
    "version": 2
  }
}