Pith Number

pith:AK4GVYHH

pith:2026:AK4GVYHHQ3XM2TKKFPZWXWVHZF

not attested not anchored not stored refs pending

(EC)2: Event-Centric Explainability for Cybersecurity Through Multi-Agent LLM Investigations

Andr\'es Murillo, Asaf Shabtai, David Tayouri, Motoyoshi Sekiya, Neta Kirmayer, Rami Puzis

arxiv:2607.26201 v1 · 2026-07-28 · 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{AK4GVYHHQ3XM2TKKFPZWXWVHZF}

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	2026-07-30T00:08:42.215069Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

02b86ae0e786eecd4d4a2bf36bdaa7c94e47f4dcf032f2ee200bd56c826ce937

Aliases

arxiv: 2607.26201 · arxiv_version: 2607.26201v1 · doi: 10.48550/arxiv.2607.26201 · pith_short_12: AK4GVYHHQ3XM · pith_short_16: AK4GVYHHQ3XM2TKK · pith_short_8: AK4GVYHH

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/AK4GVYHHQ3XM2TKKFPZWXWVHZF \
  | 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: 02b86ae0e786eecd4d4a2bf36bdaa7c94e47f4dcf032f2ee200bd56c826ce937

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2e1ee5ea77b9c7d47cc9667dab3a5d108101d7b241c649913ffbc7a6d1d2735",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-07-28T19:06:24Z",
    "title_canon_sha256": "5d08e443036b0e6b3ea41647379ef9bf6dde9cff534d929aa98fb3f7fa093e68"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.26201",
    "kind": "arxiv",
    "version": 1
  }
}