Pith Number

pith:PGUPABU4

pith:2024:PGUPABU4X66SOIMZQJFM6DCZUY

not attested not anchored not stored refs pending

Large Language Models are Few-shot Generators: Proposing Hybrid Prompt Algorithm To Generate Webshell Escape Samples

Chunjie Zhou, Lansheng Han, Mingrui Ma

arxiv:2402.07408 v2 · 2024-02-12 · cs.CR · 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{PGUPABU4X66SOIMZQJFM6DCZUY}

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

1 paper in Pith

A Reward-driven Automated Webshell Malicious-code Generator for Red-teaming

Receipt and verification

First computed	2026-07-05T08:27:24.650731Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

79a8f0069cbfbd272199824acf0c59a612b1f3bb070197525ec7d43007edb296

Aliases

arxiv: 2402.07408 · arxiv_version: 2402.07408v2 · doi: 10.48550/arxiv.2402.07408 · pith_short_12: PGUPABU4X66S · pith_short_16: PGUPABU4X66SOIMZ · pith_short_8: PGUPABU4

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/PGUPABU4X66SOIMZQJFM6DCZUY \
  | 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: 79a8f0069cbfbd272199824acf0c59a612b1f3bb070197525ec7d43007edb296

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1dde52c8c32678db075a8807d691884f2500d2a4a132e72f7bbaff9dd55ca080",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-02-12T04:59:58Z",
    "title_canon_sha256": "4fb49db4e762023406801eca03d8376d48774c457628322a56eadcc0b77a5d06"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.07408",
    "kind": "arxiv",
    "version": 2
  }
}