Pith Number

pith:TSBBA4AX

pith:2025:TSBBA4AXEX7E547MT4NV6JSVXI

not attested not anchored not stored refs pending

Detecting Stealthy Data Poisoning Attacks in AI Code Generators

Cristina Improta

arxiv:2508.21636 v1 · 2025-08-29 · 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{TSBBA4AXEX7E547MT4NV6JSVXI}

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	2026-07-05T12:01:47.064164Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9c8210701725fe4ef3ec9f1b5f2655ba2b550f98c340303bb1ecd931ea62723f

Aliases

arxiv: 2508.21636 · arxiv_version: 2508.21636v1 · doi: 10.48550/arxiv.2508.21636 · pith_short_12: TSBBA4AXEX7E · pith_short_16: TSBBA4AXEX7E547M · pith_short_8: TSBBA4AX

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/TSBBA4AXEX7E547MT4NV6JSVXI \
  | 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: 9c8210701725fe4ef3ec9f1b5f2655ba2b550f98c340303bb1ecd931ea62723f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6eeb777a5d4312aa0da03024cda1776066326099f8c566fbf946550a0467dcb5",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-08-29T14:00:06Z",
    "title_canon_sha256": "da7932af215689408da6d10ae06e4c62882ec9b7e074f633bf5c2a56f1a363a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.21636",
    "kind": "arxiv",
    "version": 1
  }
}