Pith Number

pith:62LITYX4

pith:2025:62LITYX4MKZYGAMGR7SEYA55WL

not attested not anchored not stored refs pending

Adversarial Bug Reports as a Security Risk in Language Model-Based Automated Program Repair

Andreas Happe, J\"urgen Cito, Piotr Przymus

arxiv:2509.05372 v2 · 2025-09-04 · 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{62LITYX4MKZYGAMGR7SEYA55WL}

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

Measuring and Exploiting Contextual Bias in LLM-Assisted Security Code Review

Receipt and verification

First computed	2026-05-26T02:03:54.563877Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f69689e2fc62b38301868fe44c03bdb2dfb34081ecd3ee03d41701167590b226

Aliases

arxiv: 2509.05372 · arxiv_version: 2509.05372v2 · doi: 10.48550/arxiv.2509.05372 · pith_short_12: 62LITYX4MKZY · pith_short_16: 62LITYX4MKZYGAMG · pith_short_8: 62LITYX4

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/62LITYX4MKZYGAMGR7SEYA55WL \
  | 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: f69689e2fc62b38301868fe44c03bdb2dfb34081ecd3ee03d41701167590b226

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d70dcb3fa76fbc0dc0efd2c33e8a92e3ace554f9e1692081473266703d2d67cc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-09-04T09:41:57Z",
    "title_canon_sha256": "5d5f1eecc82b811c987ab4298472ce769dfe5eff8b62fc4cf995689e2ddad5d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.05372",
    "kind": "arxiv",
    "version": 2
  }
}