Pith Number

pith:W7TZLDCD

pith:2024:W7TZLDCDCDWMCKGN5EDE6OHUAL

not attested not anchored not stored refs pending

Security of Language Models for Code: A Systematic Literature Review

Baowen Xu, Chunrong Fang, Quanjun Zhang, Tingxu Han, Weisong Sun, Yang Liu, Yifei Ge, Yuchen Chen, Zhenpeng Chen, Zhenyu Chen

arxiv:2410.15631 v2 · 2024-10-21 · cs.SE · 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{W7TZLDCDCDWMCKGN5EDE6OHUAL}

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

Securing Code Understanding: Detecting Natural Backdoor Vulnerability in Code Language Models

DuCodeMark: Dual-Purpose Code Dataset Watermarking via Style-Aware Watermark-Poison Design

Receipt and verification

First computed	2026-07-05T11:04:40.793304Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7e7958c4310ecc128cde9064f38f402f99e3f18752ab788df0e193d6f386adf

Aliases

arxiv: 2410.15631 · arxiv_version: 2410.15631v2 · doi: 10.48550/arxiv.2410.15631 · pith_short_12: W7TZLDCDCDWM · pith_short_16: W7TZLDCDCDWMCKGN · pith_short_8: W7TZLDCD

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/W7TZLDCDCDWMCKGN5EDE6OHUAL \
  | 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: b7e7958c4310ecc128cde9064f38f402f99e3f18752ab788df0e193d6f386adf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b14306a9f3566bfafd783874b9c8bf11eb35bfe250d2090d242533a4e88a117e",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-10-21T04:27:41Z",
    "title_canon_sha256": "f53530d7883c6c24cc48b8ffd4d2898c5f0a288bec0f163b8db775e69e537d96"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.15631",
    "kind": "arxiv",
    "version": 2
  }
}