Pith Number

pith:R5E54NV6

pith:2024:R5E54NV6SQ3CGFWHLWXDA2WXWG

not attested not anchored not stored refs pending

Cyber-Attack Technique Classification Using Two-Stage Trained Large Language Models

Weiqiu You, Youngja Park

arxiv:2411.18755 v1 · 2024-11-27 · cs.LG · cs.CL · cs.CR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{R5E54NV6SQ3CGFWHLWXDA2WXWG}

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.

Cited by

1 paper in Pith

SynthCTI: LLM-Driven Synthetic CTI Generation to enhance MITRE Technique Mapping

Receipt and verification

First computed	2026-07-05T09:41:50.999250Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f49de36be94362316c75dae306ad7b19a3d194feba83b1671f18635019b28e2

Aliases

arxiv: 2411.18755 · arxiv_version: 2411.18755v1 · doi: 10.48550/arxiv.2411.18755 · pith_short_12: R5E54NV6SQ3C · pith_short_16: R5E54NV6SQ3CGFWH · pith_short_8: R5E54NV6

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/R5E54NV6SQ3CGFWHLWXDA2WXWG \
  | 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: 8f49de36be94362316c75dae306ad7b19a3d194feba83b1671f18635019b28e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e30bc2d251298eeeb9638ba436208595d64cf03595e145b17b686c6b50ca6bd9",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-27T21:09:02Z",
    "title_canon_sha256": "69b32958335dad94e4be4eb612ecce366b8f1e1a78918630fca3ad3f17ad1cb8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.18755",
    "kind": "arxiv",
    "version": 1
  }
}