Pith Number

pith:DJM4GK2I

pith:2024:DJM4GK2IH7CIOP42KRCHF3VZIG

not attested not anchored not stored refs pending

ChatNVD: Advancing Cybersecurity Vulnerability Assessment with Large Language Models

Claudia Szabo, Diksha Goel, Hussain Ahmad, Shivansh Chopra

arxiv:2412.04756 v2 · 2024-12-06 · cs.CR · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DJM4GK2IH7CIOP42KRCHF3VZIG}

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

1 paper in Pith

LLM Embedding-based Attribution (LEA): Quantifying Source Contributions to Generative Model's Response for Vulnerability Analysis

Receipt and verification

First computed	2026-07-05T11:05:37.139021Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a59c32b483fc4873f9a544472eeb941942a2e27f02eeb9aa48d3efaa11ac632

Aliases

arxiv: 2412.04756 · arxiv_version: 2412.04756v2 · doi: 10.48550/arxiv.2412.04756 · pith_short_12: DJM4GK2IH7CI · pith_short_16: DJM4GK2IH7CIOP42 · pith_short_8: DJM4GK2I

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/DJM4GK2IH7CIOP42KRCHF3VZIG \
  | 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: 1a59c32b483fc4873f9a544472eeb941942a2e27f02eeb9aa48d3efaa11ac632

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a08e4dbe804eefb375f81165091b968c8c2e75b37c6a041d8767ebb06daed98b",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-12-06T03:45:49Z",
    "title_canon_sha256": "1c69b3d1ca32786c0d13186e79af284d5c8adba38d166abe5d582f44c99fb50a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.04756",
    "kind": "arxiv",
    "version": 2
  }
}