Pith Number

pith:NEY4LB4N

pith:2025:NEY4LB4NM2GJDELBRN5LUYRMVJ

not attested not anchored not stored refs pending

Robust Anti-Backdoor Instruction Tuning in LVLMs

Siyuan Liang, Xiaochun Cao, Xiaojun Jia, Xinwei Liu, Yuan Xun

arxiv:2506.05401 v1 · 2025-06-04 · cs.CR · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NEY4LB4NM2GJDELBRN5LUYRMVJ}

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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

3 papers in Pith

TimeGuard: Channel-wise Pool Training for Backdoor Defense in Time Series Forecasting

EntropyScan: Towards Model-level Backdoor Detection in LVLMs via Visual Attention Entropy

A Patch-based Cross-view Regularized Framework for Backdoor Defense in Multimodal Large Language Models

Receipt and verification

First computed	2026-07-05T11:17:02.039940Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6931c5878d668c9191618b7aba622caa5c9eb39c19086d893382bc03358378b8

Aliases

arxiv: 2506.05401 · arxiv_version: 2506.05401v1 · doi: 10.48550/arxiv.2506.05401 · pith_short_12: NEY4LB4NM2GJ · pith_short_16: NEY4LB4NM2GJDELB · pith_short_8: NEY4LB4N

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/NEY4LB4NM2GJDELBRN5LUYRMVJ \
  | 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: 6931c5878d668c9191618b7aba622caa5c9eb39c19086d893382bc03358378b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "452aa6b643ef766e89fdddecbc818d89056f133934b6c22da9513f500b0f7f64",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-06-04T01:23:35Z",
    "title_canon_sha256": "52ff6a4c20fde59f867cb7bf7f87d043b00d1919cd14251e205604a430addbd7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.05401",
    "kind": "arxiv",
    "version": 1
  }
}