Pith Number

pith:Y5HDU2XS

pith:2026:Y5HDU2XSHLBXBNOMCGWPFLI2R5

not attested not anchored not stored refs pending

Large Language Models (LLMs) and Generative AI in Cybersecurity and Privacy: A Survey of Dual-Use Risks, AI-Generated Malware, Explainability, and Defensive Strategies

Kiarash Ahi, Saeed Valizadeh

arxiv:2607.06963 v1 · 2026-07-08 · cs.CR · cs.AI · 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{Y5HDU2XSHLBXBNOMCGWPFLI2R5}

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	2026-07-09T00:19:41.349535Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c74e3a6af23ac370b5cc11acf2ad1a8f482daae43feef6723eebb639452a1b14

Aliases

arxiv: 2607.06963 · arxiv_version: 2607.06963v1 · doi: 10.48550/arxiv.2607.06963 · pith_short_12: Y5HDU2XSHLBX · pith_short_16: Y5HDU2XSHLBXBNOM · pith_short_8: Y5HDU2XS

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/Y5HDU2XSHLBXBNOMCGWPFLI2R5 \
  | 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: c74e3a6af23ac370b5cc11acf2ad1a8f482daae43feef6723eebb639452a1b14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f95078136bd05e7d3a61e96632870cd8a1745bf581f51cbaf2ea113bddbea546",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-07-08T03:40:26Z",
    "title_canon_sha256": "70743454d8889951a4ca782b21a79b538f9275bafd5277e152d2b85e790ea991"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.06963",
    "kind": "arxiv",
    "version": 1
  }
}