Pith Number

pith:COUDLQPK

pith:2022:COUDLQPK3MU5DB524PH2EROAWE

not attested not anchored not stored refs pending

From Threat Reports to Continuous Threat Intelligence: A Comparison of Attack Technique Extraction Methods from Textual Artifacts

Laurie Williams, Md Rayhanur Rahman

arxiv:2210.02601 v1 · 2022-10-05 · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{COUDLQPK3MU5DB524PH2EROAWE}

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

False Alarms, Real Damage: Adversarial Attacks Using LLM-based Models on Text-based Cyber Threat Intelligence Systems

Beyond Single Reports: Evaluating Automated ATT&CK Technique Extraction in Multi-Report Campaign Settings

Receipt and verification

First computed	2026-07-05T05:03:54.578436Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13a835c1eadb29d187bae3cfa245c0b100228d675691d7dfc34e48a68bebb572

Aliases

arxiv: 2210.02601 · arxiv_version: 2210.02601v1 · doi: 10.48550/arxiv.2210.02601 · pith_short_12: COUDLQPK3MU5 · pith_short_16: COUDLQPK3MU5DB52 · pith_short_8: COUDLQPK

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/COUDLQPK3MU5DB524PH2EROAWE \
  | 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: 13a835c1eadb29d187bae3cfa245c0b100228d675691d7dfc34e48a68bebb572

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28e2f98c43dd0978ceaddc08f606825cdb7cd053cacda1050d58bfd4a79f344e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-10-05T23:21:41Z",
    "title_canon_sha256": "20cdcf5760d42f470f2b4015ebda88dc9c06f8331e3610261aa5d1317bc66e19"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.02601",
    "kind": "arxiv",
    "version": 1
  }
}