Pith. sign in
Pith Number

pith:VT4HCJZJ

pith:2025:VT4HCJZJIOPGGTVGPIN2LG77DD
not attested not anchored not stored refs pending

When Data Manipulation Meets Attack Goals: An In-depth Survey of Attacks for VLMs

Aobotao Dai, Lei Chen, Lin Wang, Songze Li, Xinyu Ma

arxiv:2502.06390 v2 · 2025-02-10 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VT4HCJZJIOPGGTVGPIN2LG77DD}

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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.
Receipt and verification
First computed 2026-07-05T10:12:27.780652Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

acf8712729439e634ea67a1ba59bff18de96f0851f017c44341c5320d986d379

Aliases

arxiv: 2502.06390 · arxiv_version: 2502.06390v2 · doi: 10.48550/arxiv.2502.06390 · pith_short_12: VT4HCJZJIOPG · pith_short_16: VT4HCJZJIOPGGTVG · pith_short_8: VT4HCJZJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VT4HCJZJIOPGGTVGPIN2LG77DD \
  | 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: acf8712729439e634ea67a1ba59bff18de96f0851f017c44341c5320d986d379
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "447dfe7e2d2fdae4e7bc02f4b124659de73b0b253881e8bf52f8a7762cbc75e9",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-10T12:20:08Z",
    "title_canon_sha256": "0291f93076b9c780fa1be9de61144a89f83c3df0f720fa60aac03e35f805fd3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06390",
    "kind": "arxiv",
    "version": 2
  }
}