Pith Number

pith:4GC7X2DO

pith:2025:4GC7X2DO3UDMDVCGACGU3DNVXR

not attested not anchored not stored refs pending

Mind the Third Eye! Benchmarking Privacy Awareness in MLLM-powered Smartphone Agents

Dongliang Xu, Jungang Li, Shidong Pan, Yibo Shi, Yue Yao, Zhixin Lin

arxiv:2508.19493 v2 · 2025-08-27 · 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{4GC7X2DO3UDMDVCGACGU3DNVXR}

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

2 papers in Pith

Seeing Without Exposing: Adaptive Privacy Control for Open-World, Context-Hungry MLLMs

Mobile GUI Agent Privacy Personalization with Trajectory Induced Preference Optimization

Receipt and verification

First computed	2026-07-05T12:03:51.937250Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e185fbe86edd06c1d446008d4d8db5bc7578493942eb155da20a3bdc58c223fe

Aliases

arxiv: 2508.19493 · arxiv_version: 2508.19493v2 · doi: 10.48550/arxiv.2508.19493 · pith_short_12: 4GC7X2DO3UDM · pith_short_16: 4GC7X2DO3UDMDVCG · pith_short_8: 4GC7X2DO

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/4GC7X2DO3UDMDVCGACGU3DNVXR \
  | 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: e185fbe86edd06c1d446008d4d8db5bc7578493942eb155da20a3bdc58c223fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "72ed0455edc1b8576d5fa6484dc80971d9a2d6171b7792b7e9503ea6f86921a4",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-08-27T00:41:28Z",
    "title_canon_sha256": "cffcf2ba2f75334f3abe57904ae72ae00242cf3ae6b93f9f467b3041397edb53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.19493",
    "kind": "arxiv",
    "version": 2
  }
}