Pith Number

pith:GSZSJMAH

pith:2025:GSZSJMAHUVTKZAQEJJHHVUHM3G

not attested not anchored not stored refs pending

Rule-ATT&CK Mapper (RAM): Mapping SIEM Rules to TTPs Using LLMs

Asaf Shabtai, Ehud Malul, Moshe Kravchik, Parth A. Gandhi, Prasanna N. Wudali, Yuval Elovici

arxiv:2502.02337 v1 · 2025-02-04 · 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{GSZSJMAHUVTKZAQEJJHHVUHM3G}

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

2 papers in Pith

Evaluating Open-Source LLMs for Multi-Label ATT&CK Technique Classification on CTI Reports

From Attack Simulation to SIEM Rule: Deterministic Detection-as-Code Synthesis with Probe-Level Traceability

Receipt and verification

First computed	2026-07-05T10:09:27.033876Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34b324b007a566ac82044a4e7ad0ecd9bd0570e2963a3c8f06c89ac761c8d19c

Aliases

arxiv: 2502.02337 · arxiv_version: 2502.02337v1 · doi: 10.48550/arxiv.2502.02337 · pith_short_12: GSZSJMAHUVTK · pith_short_16: GSZSJMAHUVTKZAQE · pith_short_8: GSZSJMAH

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/GSZSJMAHUVTKZAQEJJHHVUHM3G \
  | 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: 34b324b007a566ac82044a4e7ad0ecd9bd0570e2963a3c8f06c89ac761c8d19c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a1cbe1b67a63ff1e466b70c4c4baf5fb8a497e93d0eacc7a12719bf1e193d80",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-02-04T14:16:02Z",
    "title_canon_sha256": "f401669b49321393ade50725e9f7290f4d9b120636b58795a8fb60ebd4ed843d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.02337",
    "kind": "arxiv",
    "version": 1
  }
}