Pith Number

pith:J2PITUJF

pith:2024:J2PITUJFGTFBCOI7NMPLG7EL33

not attested not anchored not stored refs pending

Labeling NIDS Rules with MITRE ATT&CK Techniques: Machine Learning vs. Large Language Models

Andres Murillo, Aviad Elyashar, Florian Klaus Kaiser, Nir Daniel, Rami Puzis, Raz Moyal, Sapir Sharabi, Shalev Shpolyansky, Shay Giladi

arxiv:2412.10978 v1 · 2024-12-14 · 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{J2PITUJFGTFBCOI7NMPLG7EL33}

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	2026-07-05T09:49:25.298270Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4e9e89d12534ca11391f6b1eb37c8bdef356085d282fe0b635d8b3b4111331cb

Aliases

arxiv: 2412.10978 · arxiv_version: 2412.10978v1 · doi: 10.48550/arxiv.2412.10978 · pith_short_12: J2PITUJFGTFB · pith_short_16: J2PITUJFGTFBCOI7 · pith_short_8: J2PITUJF

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/J2PITUJFGTFBCOI7NMPLG7EL33 \
  | 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: 4e9e89d12534ca11391f6b1eb37c8bdef356085d282fe0b635d8b3b4111331cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55042e84c032236306cfd234ef55a1b3d788d06afa9ab3d4207eb8f7bc96b0ea",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-12-14T21:52:35Z",
    "title_canon_sha256": "14b2a82ed04cca3e56b83d5194f2625c66a0923fc4ff387776b1ce67a07597a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10978",
    "kind": "arxiv",
    "version": 1
  }
}