pith. sign in
Pith Number

pith:C7N76TAV

pith:2025:C7N76TAV732SJOIXGCHQIBT4RK
not attested not anchored not stored refs pending

Agentic AI for ISAC: Analysis, Framework, and Case Study

Chuang Zhang, Dong In Kim, Geng Sun, Wenwen Xie, Xuejie Liu

arxiv:2512.15044 v2 · 2025-12-17 · cs.AI · cs.NI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{C7N76TAV732SJOIXGCHQIBT4RK}

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 2026-06-30T01:16:27.264056Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

17dbff4c15fef524b917308f04067c8aa636879eee8daad6ad2a83f47d5b3e54

Aliases

arxiv: 2512.15044 · arxiv_version: 2512.15044v2 · doi: 10.48550/arxiv.2512.15044 · pith_short_12: C7N76TAV732S · pith_short_16: C7N76TAV732SJOIX · pith_short_8: C7N76TAV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/C7N76TAV732SJOIXGCHQIBT4RK \
  | 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: 17dbff4c15fef524b917308f04067c8aa636879eee8daad6ad2a83f47d5b3e54
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f6722f5a95e14afb08e3828631426798a3ee2fad49d576e739affad3b36d72fa",
    "cross_cats_sorted": [
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-12-17T03:16:06Z",
    "title_canon_sha256": "6a5411765f2da38b45bff6d809e3e0ead5127be56c9ec4cd6a5cd083ef9a5b43"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.15044",
    "kind": "arxiv",
    "version": 2
  }
}