Pith Number

pith:4KME2CZK

pith:2026:4KME2CZKP6SADVQ7IZKFQD44CD

not attested not anchored not stored refs pending

Breaking Customized LLMs for Coding: Automated Red Teaming for Instruction Backdoor Attacks

Baowen Xu, Chunrong Fang, Wei Cheng, Wising Sun, Yang Liu, Yuan Xiao, Yuchen Chen, Zhenyu Chen

arxiv:2608.05659 v1 · 2026-08-06 · 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{4KME2CZKP6SADVQ7IZKFQD44CD}

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	2026-08-07T00:52:18.773711Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2984d0b2a7fa401d61f4654580f9c10db0574bc5310884d3efad53898f03045

Aliases

arxiv: 2608.05659 · arxiv_version: 2608.05659v1 · doi: 10.48550/arxiv.2608.05659 · pith_short_12: 4KME2CZKP6SA · pith_short_16: 4KME2CZKP6SADVQ7 · pith_short_8: 4KME2CZK

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/4KME2CZKP6SADVQ7IZKFQD44CD \
  | 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: e2984d0b2a7fa401d61f4654580f9c10db0574bc5310884d3efad53898f03045

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2f27c6129bba07387ee15fb0bd8fe1b29a1eb91fcd62ab589835e1eedc852a4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-08-06T06:57:10Z",
    "title_canon_sha256": "ccd5d1eac3d14a236185a9fdd228ef4dcf96f517e9eaf9d6dd159ba6375624c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.05659",
    "kind": "arxiv",
    "version": 1
  }
}