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Pith Number

pith:GFQ7AU4U

pith:2025:GFQ7AU4UXPMWV2UQ6ZYN7DC2WF
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Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models

Bao Quoc Vo, Hoang Cuong Nguyen, Mohan Baruwal Chhetri, Shahroz Tariq

arxiv:2505.03147 v1 · 2025-05-06 · cs.CR

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\usepackage{pith}
\pithnumber{GFQ7AU4UXPMWV2UQ6ZYN7DC2WF}

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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 2026-07-05T10:59:10.874481Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3161f05394bbd96aea90f670df8c5ab145984143fa0348e7eae6268b0d942832

Aliases

arxiv: 2505.03147 · arxiv_version: 2505.03147v1 · doi: 10.48550/arxiv.2505.03147 · pith_short_12: GFQ7AU4UXPMW · pith_short_16: GFQ7AU4UXPMWV2UQ · pith_short_8: GFQ7AU4U
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GFQ7AU4UXPMWV2UQ6ZYN7DC2WF \
  | 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: 3161f05394bbd96aea90f670df8c5ab145984143fa0348e7eae6268b0d942832
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "318f93146cfc0ffdaf25f1cf2b3339a2c9177e9c50ccea201be8168f62f28e62",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-05-06T03:43:12Z",
    "title_canon_sha256": "347316feca3a41647153ff42dcb38cc0a72296d82136e171f5bf0de57d823859"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.03147",
    "kind": "arxiv",
    "version": 1
  }
}