Pith Number

pith:O235XRQO

pith:2024:O235XRQOVJOLUNFB5VF7GTVWF2

not attested not anchored not stored refs pending

Is poisoning a real threat to LLM alignment? Maybe more so than you think

Furong Huang, Pankayaraj Pathmanathan, Souradip Chakraborty, Xiangyu Liu, Yongyuan Liang

arxiv:2406.12091 v4 · 2024-06-17 · cs.LG · cs.CL · 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{O235XRQOVJOLUNFB5VF7GTVWF2}

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

5 papers in Pith

Loss Landscape Poisoning: Targeted Extraction of Unseen Training Data from LLMs

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

Teach a Reward Model to Correct Itself: Reward Guided Adversarial Failure Discovery for Robust Reward Modeling

BadDLM: Backdooring Diffusion Language Models with Diverse Targets

FedDetox: Robust Federated SLM Alignment via On-Device Data Sanitization

Receipt and verification

First computed	2026-07-05T11:18:12.746275Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76b7dbc60eaa5cba34a1ed4bf34eb62e8c4b9a6187ffae12798080367a2214fe

Aliases

arxiv: 2406.12091 · arxiv_version: 2406.12091v4 · doi: 10.48550/arxiv.2406.12091 · pith_short_12: O235XRQOVJOL · pith_short_16: O235XRQOVJOLUNFB · pith_short_8: O235XRQO

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/O235XRQOVJOLUNFB5VF7GTVWF2 \
  | 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: 76b7dbc60eaa5cba34a1ed4bf34eb62e8c4b9a6187ffae12798080367a2214fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a25fdce08cdd755506e911df31dd9402f38cfd70b23c0b43568d8bac2a6487e",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-17T21:06:00Z",
    "title_canon_sha256": "bf0069701a10b4b3816e3a8f6874420f4986e57b2433d1bb3376052281f5d25f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12091",
    "kind": "arxiv",
    "version": 4
  }
}