Pith Number

pith:MSGLTVDH

pith:2024:MSGLTVDHTDTTGGMBOBEJKUMXPJ

not attested not anchored not stored refs pending

Best-of-Venom: Attacking RLHF by Injecting Poisoned Preference Data

Dana Alon, Donald Metzler, Tim Baumg\"artner, Yang Gao

arxiv:2404.05530 v2 · 2024-04-08 · cs.CL · cs.AI · cs.CR · 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{MSGLTVDHTDTTGGMBOBEJKUMXPJ}

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

6 papers in Pith

Reframing AGI Confrontation with Off Earth Autonomy

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

Corruption-robust Offline Multi-agent Reinforcement Learning From Human Feedback

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

Receipt and verification

First computed	2026-07-05T08:52:31.529504Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

648cb9d46798e733198170489551977a6a08c2cccbda2501f271797324e96162

Aliases

arxiv: 2404.05530 · arxiv_version: 2404.05530v2 · doi: 10.48550/arxiv.2404.05530 · pith_short_12: MSGLTVDHTDTT · pith_short_16: MSGLTVDHTDTTGGMB · pith_short_8: MSGLTVDH

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/MSGLTVDHTDTTGGMBOBEJKUMXPJ \
  | 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: 648cb9d46798e733198170489551977a6a08c2cccbda2501f271797324e96162

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d6519813cdefe53c8391ff14f231a7e8f76885fda52c8aade85a3dd58239ded",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-08T13:59:02Z",
    "title_canon_sha256": "7b3ec37d0a837b1e99b0ffc0f5b39b99c3c48f98271d4e693047055931ae77ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.05530",
    "kind": "arxiv",
    "version": 2
  }
}