Pith Number

pith:STVM67I6

pith:2026:STVM67I6CYMICTPFKPRWVI5WJ6

not attested not anchored not stored refs pending

Be Kind, Rewrite: Benign Projections via Rewriting Defend Against LLM Data Poisoning Attacks

John T. Halloran, Noopur S. Bhatt

arxiv:2605.19147 v1 · 2026-05-18 · cs.CR · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{STVM67I6CYMICTPFKPRWVI5WJ6}

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	2026-05-20T01:05:29.477362Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94eacf7d1e1618814de553e36aa3b64f9072b0d4e9cfdc8fd3d03e61afc73f53

Aliases

arxiv: 2605.19147 · arxiv_version: 2605.19147v1 · doi: 10.48550/arxiv.2605.19147 · pith_short_12: STVM67I6CYMI · pith_short_16: STVM67I6CYMICTPF · pith_short_8: STVM67I6

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/STVM67I6CYMICTPFKPRWVI5WJ6 \
  | 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: 94eacf7d1e1618814de553e36aa3b64f9072b0d4e9cfdc8fd3d03e61afc73f53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "359d5cdd539b5a9c29c3a0d43f1a2575a75b63fd7dbe1b43f01e4984e5760576",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-05-18T21:56:36Z",
    "title_canon_sha256": "fa29b6e084c5a33945a76817c839c28df438f4eebba980fe880446b69ad5a50c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.19147",
    "kind": "arxiv",
    "version": 1
  }
}