Pith Number

pith:P46LBUDM

pith:2025:P46LBUDMRFWBZQD3HQMAXHK4CB

not attested not anchored not stored refs pending

Breaking to Build: A Threat Model of Prompt-Based Attacks for Securing LLMs

Atharv Prajod Padmalayam, Brennen Hill, Sujay Chandra Shekara Sharma, Surendra Parla, Venkata Abhijeeth Balabhadruni

arxiv:2509.04615 v1 · 2025-09-04 · cs.CL · 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{P46LBUDMRFWBZQD3HQMAXHK4CB}

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	2026-07-05T12:05:26.278664Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f3cb0d06c896c1cc07b3c180b9d5c107e38b51763a9bc3485565f967e866719

Aliases

arxiv: 2509.04615 · arxiv_version: 2509.04615v1 · doi: 10.48550/arxiv.2509.04615 · pith_short_12: P46LBUDMRFWB · pith_short_16: P46LBUDMRFWBZQD3 · pith_short_8: P46LBUDM

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/P46LBUDMRFWBZQD3HQMAXHK4CB \
  | 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: 7f3cb0d06c896c1cc07b3c180b9d5c107e38b51763a9bc3485565f967e866719

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28d1eada1c641faad351f6a2c9c2abef7da1f35328b9019d4a697a3c39e1a3ec",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-09-04T18:59:07Z",
    "title_canon_sha256": "8bfd61b451cb06199b36a536e7f31984724bce2e1a6e9857895e2d9329fb4ef2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.04615",
    "kind": "arxiv",
    "version": 1
  }
}