Pith Number

pith:LL5EG7L6

pith:2026:LL5EG7L63ZO7UCZ6SB4S6OLLDB

not attested not anchored not stored refs pending

A Lifecycle and Application-Stack Survey of Large Language Model Vulnerabilities: Attacks, Risks, Defenses, and Open Problems

Bo Tang, Seyed Bagher Hashemi Natanzi

arxiv:2606.31639 v1 · 2026-06-30 · cs.CR · cs.AI · cs.GT · cs.LO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LL5EG7L63ZO7UCZ6SB4S6OLLDB}

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	2026-07-01T01:18:10.240433Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5afa437d7ede5dfa0b3e90792f396b185610e1fa9e78bf66514101bebfde8d5a

Aliases

arxiv: 2606.31639 · arxiv_version: 2606.31639v1 · doi: 10.48550/arxiv.2606.31639 · pith_short_12: LL5EG7L63ZO7 · pith_short_16: LL5EG7L63ZO7UCZ6 · pith_short_8: LL5EG7L6

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/LL5EG7L63ZO7UCZ6SB4S6OLLDB \
  | 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: 5afa437d7ede5dfa0b3e90792f396b185610e1fa9e78bf66514101bebfde8d5a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0cb88ca233e48c678d1991d784106b5512d50f38f16d1feff1535ad537b0bd3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.GT",
      "cs.LO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-06-30T13:21:43Z",
    "title_canon_sha256": "e8a0cdfb6da3a5353ded0f10b5fd7f7805394779f40328fd76bb280d46ad1782"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.31639",
    "kind": "arxiv",
    "version": 1
  }
}