Pith Number

pith:WEEPXQQX

pith:2024:WEEPXQQXNXQA56FSZ4EZPSJFER

not attested not anchored not stored refs pending

Decoding Secret Memorization in Code LLMs Through Token-Level Characterization

Chong Wang, Guoai Xu, Guosheng Xu, Haoyu Wang, Kailong Wang, Yuqing Nie

arxiv:2410.08858 v2 · 2024-10-11 · cs.CR · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WEEPXQQXNXQA56FSZ4EZPSJFER}

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

Pretraining Data Exposure in Large Language Models: A Survey of Membership Inference, Data Contamination, and Security Implications

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code

Receipt and verification

First computed	2026-07-05T10:51:26.280403Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b108fbc2176de00ef8b2cf0997c9252462b7826f22f161a68da578342a7f77cc

Aliases

arxiv: 2410.08858 · arxiv_version: 2410.08858v2 · doi: 10.48550/arxiv.2410.08858 · pith_short_12: WEEPXQQXNXQA · pith_short_16: WEEPXQQXNXQA56FS · pith_short_8: WEEPXQQX

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/WEEPXQQXNXQA56FSZ4EZPSJFER \
  | 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: b108fbc2176de00ef8b2cf0997c9252462b7826f22f161a68da578342a7f77cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eec5b0bfb640e28ad60b2bca38d81482be30e68abe749a345525013eae661549",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-10-11T14:39:24Z",
    "title_canon_sha256": "bf2ce352ad88d489a4db9010e069e2b35e6d77e2e339886a548a7ce9c9d614ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08858",
    "kind": "arxiv",
    "version": 2
  }
}