Pith Number

pith:EVKK4TPG

pith:2024:EVKK4TPG2ST3N7AIVFICRU3373

not attested not anchored not stored refs pending

Test-Time Backdoor Attacks on Multimodal Large Language Models

Chao Du, Dong Lu, Min Lin, Qian Liu, Tianyu Pang, Xianjun Yang

arxiv:2402.08577 v1 · 2024-02-13 · cs.CL · cs.CR · cs.CV · cs.LG · cs.MM

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\usepackage{pith}
\pithnumber{EVKK4TPG2ST3N7AIVFICRU3373}

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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

8 papers in Pith

Beyond Attack Success Rate: Examining Trigger Leakage in Vision-Language Agentic Systems

ReShift: Aha-Moment-Driven Reasoning-Level Backdoor Attacks on Vision-Language Models

BYORn: Bootstrap Your Own Responses to Defend Large Vision-Language Models Against Backdoor Attacks

Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety

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

Receipt and verification

First computed	2026-07-05T07:44:48.457756Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2554ae4de6d4a7b6fc08a95028d37bfef72055650c65eb855a3d1cfb46be8e26

Aliases

arxiv: 2402.08577 · arxiv_version: 2402.08577v1 · doi: 10.48550/arxiv.2402.08577 · pith_short_12: EVKK4TPG2ST3 · pith_short_16: EVKK4TPG2ST3N7AI · pith_short_8: EVKK4TPG

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/EVKK4TPG2ST3N7AIVFICRU3373 \
  | 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: 2554ae4de6d4a7b6fc08a95028d37bfef72055650c65eb855a3d1cfb46be8e26

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a2d39b2275e3f7dff7a0eb8b434a7e203438cbd246d643ef1d46044a8a5bb2c",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV",
      "cs.LG",
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-13T16:28:28Z",
    "title_canon_sha256": "8f85d2dfa6fc77cb74c6d1ef93331a4997775644c05dea7eb7461ae1ab49b58d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.08577",
    "kind": "arxiv",
    "version": 1
  }
}