Pith. sign in
Pith Number

pith:BJM2BEQL

pith:2022:BJM2BEQLEPED4JRZFA7K7O2V6I
not attested not anchored not stored refs pending

AdvCat: Domain-Agnostic Robustness Assessment for Cybersecurity-Critical Applications with Categorical Inputs

Helene Orsini, Hongyan Bao, Longyang Yi, Wei Wang, Xiangliang Zhang, XiangRui Xu, Xin Gao, Yufei Han, Yujun Zhou

arxiv:2212.13989 v1 · 2022-12-13 · cs.CR · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{BJM2BEQLEPED4JRZFA7K7O2V6I}

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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 2026-07-05T05:28:57.365118Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0a59a0920b23c83e2639283eafbb55f203743f647e6d8bfc78b5d39e742930b0

Aliases

arxiv: 2212.13989 · arxiv_version: 2212.13989v1 · doi: 10.48550/arxiv.2212.13989 · pith_short_12: BJM2BEQLEPED · pith_short_16: BJM2BEQLEPED4JRZ · pith_short_8: BJM2BEQL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/BJM2BEQLEPED4JRZFA7K7O2V6I \
  | 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: 0a59a0920b23c83e2639283eafbb55f203743f647e6d8bfc78b5d39e742930b0
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d8b3b16707e0d60886f43090008d7ea35d361a4e8a3abde65b692c2e12bddda9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-12-13T18:12:02Z",
    "title_canon_sha256": "0149ce7bb9c91c7ad2feef85e81f5fba593ebb1de4fcdc4c548e95604a13c1e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.13989",
    "kind": "arxiv",
    "version": 1
  }
}