Pith Number

pith:JXI5SPIP

pith:2024:JXI5SPIP2BBF7DUR6NORLUEBZP

not attested not anchored not stored refs pending

BEEAR: Embedding-based Adversarial Removal of Safety Backdoors in Instruction-tuned Language Models

Bo Li, Dawn Song, Ruoxi Jia, Tran Ngoc Huynh, Weiyu Sun, Yi Zeng

arxiv:2406.17092 v1 · 2024-06-24 · cs.CR · cs.AI

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\usepackage{pith}
\pithnumber{JXI5SPIP2BBF7DUR6NORLUEBZP}

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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

4 papers in Pith

PRA-RAG: Provably Robust Aggregation in Retrieval-Augmented Generation against Retrieval Corruption

CSO-LLM: Class Subspace Orthogonalization for Post-Training Backdoor Detection and Trigger Inversion in LLMs

Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey

SCOUT: A Defense Against Data Poisoning Attacks in Fine-Tuned Language Models

Receipt and verification

First computed	2026-07-05T08:36:09.973739Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4dd1d93d0fd0425f8e91f35d15d081cbeba6acb71415cc3417c09821f86bdab1

Aliases

arxiv: 2406.17092 · arxiv_version: 2406.17092v1 · doi: 10.48550/arxiv.2406.17092 · pith_short_12: JXI5SPIP2BBF · pith_short_16: JXI5SPIP2BBF7DUR · pith_short_8: JXI5SPIP

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/JXI5SPIP2BBF7DUR6NORLUEBZP \
  | 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: 4dd1d93d0fd0425f8e91f35d15d081cbeba6acb71415cc3417c09821f86bdab1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3bc707f55183160a888e3d493f195eca831e8136a9de1ceca988bec437548017",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-06-24T19:29:47Z",
    "title_canon_sha256": "bf0ecd1f8e6aaa68c5e4274362dc04141627f2a0310b8bd9bbc1656aa0d80846"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.17092",
    "kind": "arxiv",
    "version": 1
  }
}