Pith Number

pith:N3I4EHZS

pith:2024:N3I4EHZSBUPHSQVVT25CIDG5GN

not attested not anchored not stored refs pending

PoisonBench: Assessing Large Language Model Vulnerability to Data Poisoning

David Krueger, Fazl Barez, Mrinank Sharma, Philip Torr, Shay B. Cohen, Tingchen Fu

arxiv:2410.08811 v2 · 2024-10-11 · cs.CR · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{N3I4EHZSBUPHSQVVT25CIDG5GN}

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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

6 papers in Pith

AI Integrity: Defending Against Backdoors and Secret Loyalties

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

LLM Hypnosis: Exploiting User Feedback for Unauthorized Knowledge Injection to All Users

BackFlush: Knowledge-Free Backdoor Detection and Elimination with Watermark Preservation in Large Language Models

SafeTune: Mitigating Data Poisoning in LLM Fine-Tuning for RTL Code Generation

Receipt and verification

First computed	2026-07-05T11:16:51.801999Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ed1c21f320d1e7942b59eba240cdd33663e8e6608fc666c4846c8da8bc0be05

Aliases

arxiv: 2410.08811 · arxiv_version: 2410.08811v2 · doi: 10.48550/arxiv.2410.08811 · pith_short_12: N3I4EHZSBUPH · pith_short_16: N3I4EHZSBUPHSQVV · pith_short_8: N3I4EHZS

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/N3I4EHZSBUPHSQVVT25CIDG5GN \
  | 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: 6ed1c21f320d1e7942b59eba240cdd33663e8e6608fc666c4846c8da8bc0be05

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6afe7a7bad9fcd83cd99738486161c82d393bcd60404629b81cbe88179bb043d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-10-11T13:50:50Z",
    "title_canon_sha256": "4e9b7197fc744ca2f49a808508e8b28c5ca99f626d2f514473a02590c8ac3911"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08811",
    "kind": "arxiv",
    "version": 2
  }
}