Pith Number

pith:ED3OXKUA

pith:2024:ED3OXKUAHY7V6FGCGX7QTMDF3F

not attested not anchored not stored refs pending

Using Retriever Augmented Large Language Models for Attack Graph Generation

Arun Iyengar, Ashish Kundu, Renascence Tarafder Prapty

arxiv:2408.05855 v1 · 2024-08-11 · 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{ED3OXKUAHY7V6FGCGX7QTMDF3F}

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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

1 paper in Pith

Organizational Security Resource Estimation via Vulnerability Queueing

Receipt and verification

First computed	2026-07-05T08:54:26.129347Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20f6ebaa803e3f5f14c235ff09b065d9403ecf27aee3998460a06c13a2b431e3

Aliases

arxiv: 2408.05855 · arxiv_version: 2408.05855v1 · doi: 10.48550/arxiv.2408.05855 · pith_short_12: ED3OXKUAHY7V · pith_short_16: ED3OXKUAHY7V6FGC · pith_short_8: ED3OXKUA

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/ED3OXKUAHY7V6FGCGX7QTMDF3F \
  | 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: 20f6ebaa803e3f5f14c235ff09b065d9403ecf27aee3998460a06c13a2b431e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1cb78b837d5543d2ba715ec4b39f6b204147e49ede5c4861d6c4ded03974b20",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-08-11T19:59:08Z",
    "title_canon_sha256": "ff332aa835d27a691878a57606a6fb73c46e91faaa12fc0a2be1b825821b18d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.05855",
    "kind": "arxiv",
    "version": 1
  }
}