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Pith Number

pith:4STKFMMI

pith:2023:4STKFMMIYPDPI3QZ6M7RE4HYDD
not attested not anchored not stored refs pending

Scenario-Agnostic Zero-Trust Defense with Explainable Threshold Policy: A Meta-Learning Approach

Quanyan Zhu, Tao Li, Yunfei Ge

arxiv:2303.03349 v1 · 2023-03-06 · cs.AI · cs.CR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4STKFMMIYPDPI3QZ6M7RE4HYDD}

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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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T05:48:28.613974Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e4a6a2b188c3c6f46e19f33f1270f818fd60693fb327790d3eeab2b1e0fc24a4

Aliases

arxiv: 2303.03349 · arxiv_version: 2303.03349v1 · doi: 10.48550/arxiv.2303.03349 · pith_short_12: 4STKFMMIYPDP · pith_short_16: 4STKFMMIYPDPI3QZ · pith_short_8: 4STKFMMI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4STKFMMIYPDPI3QZ6M7RE4HYDD \
  | 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: e4a6a2b188c3c6f46e19f33f1270f818fd60693fb327790d3eeab2b1e0fc24a4
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2adf3775f8c27a17c0434713b027784367755607179971991d4fa53044ed67a4",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-03-06T18:35:34Z",
    "title_canon_sha256": "ea84d6804600f2d3b28fe942759e9ced61a912ffff650887a48139edd1c9cb68"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.03349",
    "kind": "arxiv",
    "version": 1
  }
}