Pith Number

pith:4Y72YSCY

pith:2024:4Y72YSCY6MKGPQ4D5OSSBEOFDO

not attested not anchored not stored refs pending

Self-Evaluation as a Defense Against Adversarial Attacks on LLMs

Hannah Brown, Kenji Kawaguchi, Leon Lin, Michael Shieh

arxiv:2407.03234 v3 · 2024-07-03 · cs.LG · cs.CL · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4Y72YSCY6MKGPQ4D5OSSBEOFDO}

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

2 papers in Pith

When Prompts Become Payloads: A Framework for Mitigating SQL Injection Attacks in Large Language Model-Driven Applications

SoK: Robustness in Large Language Models against Jailbreak Attacks

Receipt and verification

First computed	2026-07-05T08:52:34.238141Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e63fac4858f31467c383eba52091c51ba23a28315ca15ffe722b9cbf1c31c436

Aliases

arxiv: 2407.03234 · arxiv_version: 2407.03234v3 · doi: 10.48550/arxiv.2407.03234 · pith_short_12: 4Y72YSCY6MKG · pith_short_16: 4Y72YSCY6MKGPQ4D · pith_short_8: 4Y72YSCY

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/4Y72YSCY6MKGPQ4D5OSSBEOFDO \
  | 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: e63fac4858f31467c383eba52091c51ba23a28315ca15ffe722b9cbf1c31c436

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1bf38f3f7c85b081fc239462704a48e80efe53a8940c49e7233784f4162290af",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-03T16:03:42Z",
    "title_canon_sha256": "9a378bcdc14be81d9ae04bd4ad498a63085fbaf63f4e2388f15e07afa610dc2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.03234",
    "kind": "arxiv",
    "version": 3
  }
}