Pith Number

pith:ZW3H5JK3

pith:2024:ZW3H5JK342AWOS6CAYF5S6BJEH

not attested not anchored not stored refs pending

Fine-tuned Large Language Models (LLMs): Improved Prompt Injection Attacks Detection

Alfredo Cuzzocrea, Fan Wu, Md Abdur Rahman, Sheikh Iqbal Ahamed

arxiv:2410.21337 v2 · 2024-10-28 · cs.CL · 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{ZW3H5JK342AWOS6CAYF5S6BJEH}

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	2026-07-05T09:32:49.282807Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cdb67ea55be681674bc2060bd9782921f5e3d42adc4e3f9888d15af1940f653e

Aliases

arxiv: 2410.21337 · arxiv_version: 2410.21337v2 · doi: 10.48550/arxiv.2410.21337 · pith_short_12: ZW3H5JK342AW · pith_short_16: ZW3H5JK342AWOS6C · pith_short_8: ZW3H5JK3

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/ZW3H5JK342AWOS6CAYF5S6BJEH \
  | 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: cdb67ea55be681674bc2060bd9782921f5e3d42adc4e3f9888d15af1940f653e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d44e7c7a028de8c2c1941669138e065022c1f8c9e3f69a29a0978c075b9fb66",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-28T00:36:21Z",
    "title_canon_sha256": "cd71d2b1e32baa2f4194c14122fca4b3b9c24296368ad5de7b7db77797950c67"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.21337",
    "kind": "arxiv",
    "version": 2
  }
}