Pith Number

pith:DP7RMKEX

pith:2024:DP7RMKEXFTCMTNH56UN36O6YY6

not attested not anchored not stored refs pending

Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions

Aston Zhang, Hai Zhao, Tongxin Yuan, Xinbei Ma, Yao Yao, Yiting Wang, Zhuosheng Zhang

arxiv:2408.02544 v3 · 2024-08-05 · 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{DP7RMKEXFTCMTNH56UN36O6YY6}

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

Prismata: Confining Cross-Site Prompt Injection in Web Agents

HLL: Can Agents Cross Humanity's Last Line of Verification?

Mobile GUI Agents under Real-world Threats: Are We There Yet?

LaSM: Layer-wise Scaling Mechanism for Defending Pop-up Attack on GUI Agents

GUIGuard-Bench: Toward a General Evaluation for Privacy-Preserving GUI Agents

Receipt and verification

First computed	2026-07-05T12:05:09.482868Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1bff1628972cc4c9b4fdf51bbf3bd8c7a83a25f23e3929b6a53ddd1ef5b2df00

Aliases

arxiv: 2408.02544 · arxiv_version: 2408.02544v3 · doi: 10.48550/arxiv.2408.02544 · pith_short_12: DP7RMKEXFTCM · pith_short_16: DP7RMKEXFTCMTNH5 · pith_short_8: DP7RMKEX

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/DP7RMKEXFTCMTNH56UN36O6YY6 \
  | 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: 1bff1628972cc4c9b4fdf51bbf3bd8c7a83a25f23e3929b6a53ddd1ef5b2df00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18183aecd2053264c5413bcdeec81adf346e143cc3cba078c4b9ed0e92825af6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-05T15:16:22Z",
    "title_canon_sha256": "b30d5b07eb254fd990d0cc822a655897f45d30408688d12f14653f1d9ce153dd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.02544",
    "kind": "arxiv",
    "version": 3
  }
}