Pith Number

pith:RYA7NW2X

pith:2025:RYA7NW2XRVYHYZOGYBO7VDXCJG

not attested not anchored not stored refs pending

Towards AI-Driven Human-Machine Co-Teaming for Adaptive and Agile Cyber Security Operation Centers

Daniel Lende, Dmitry Goldgof, Kevin Lybarger, Massimiliano Albanese, Xinming Ou

arxiv:2505.06394 v1 · 2025-05-09 · cs.CR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RYA7NW2XRVYHYZOGYBO7VDXCJG}

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

LLMs, You Can Evaluate It! Design of Multi-perspective Report Evaluation for Security Operation Centers

Like a Hammer, It Can Build, It Can Break: Large Language Model Uses, Perceptions, and Adoption in Cybersecurity Operations on Reddit

Receipt and verification

First computed	2026-07-05T11:01:08.391085Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e01f6db578d707c65c6c05dfa8ee24996f3f1602fa8614b90c93b76f273308b

Aliases

arxiv: 2505.06394 · arxiv_version: 2505.06394v1 · doi: 10.48550/arxiv.2505.06394 · pith_short_12: RYA7NW2XRVYH · pith_short_16: RYA7NW2XRVYHYZOG · pith_short_8: RYA7NW2X

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/RYA7NW2XRVYHYZOGYBO7VDXCJG \
  | 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: 8e01f6db578d707c65c6c05dfa8ee24996f3f1602fa8614b90c93b76f273308b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff81fb8277085dfab6327ca565e00a1f00f081640d3ab60c9d2020611d1a513e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-05-09T19:38:26Z",
    "title_canon_sha256": "76f86278e5b3215e41378f31ed3a0524a4f6fcdbf0fd52a1ebdb4df97fc72d95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.06394",
    "kind": "arxiv",
    "version": 1
  }
}