Pith Number

pith:DX7LCQUN

pith:2024:DX7LCQUNGS5FAEN56TPU4OCMAS

not attested not anchored not stored refs pending

A Survey of Recent Backdoor Attacks and Defenses in Large Language Models

Fengjun Pan, Jie Fu, Leilei Gan, Luu Anh Tuan, Meihuizi Jia, Shuai Zhao, Xiaobao Wu, Xiaoyu Xu, Yichao Feng, Zhongliang Guo

arxiv:2406.06852 v5 · 2024-06-10 · cs.CR · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DX7LCQUNGS5FAEN56TPU4OCMAS}

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

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

Exploring Potential Prompt Injection Attacks in Federated Military LLMs and Their Mitigation

Gungnir: Exploiting Stylistic Features in Images for Backdoor Attacks on Diffusion Models

Position: LLM Watermarking Should Align Stakeholders' Incentives for Practical Adoption

Receipt and verification

First computed	2026-07-05T09:56:52.419887Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1dfeb1428d34ba5011bdf4df4e384c04a4ebdb347ab3a4e040b322f712b18c5b

Aliases

arxiv: 2406.06852 · arxiv_version: 2406.06852v5 · doi: 10.48550/arxiv.2406.06852 · pith_short_12: DX7LCQUNGS5F · pith_short_16: DX7LCQUNGS5FAEN5 · pith_short_8: DX7LCQUN

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/DX7LCQUNGS5FAEN56TPU4OCMAS \
  | 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: 1dfeb1428d34ba5011bdf4df4e384c04a4ebdb347ab3a4e040b322f712b18c5b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e25a51ff50f1c843f2b552d89f095c8e95e114c9a79485fd80ae29edc78af73c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-06-10T23:54:21Z",
    "title_canon_sha256": "6227480b4735cf03345da47305afa3d45822c8661bfb8f6c64297ec52d160326"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.06852",
    "kind": "arxiv",
    "version": 5
  }
}