Pith Number

pith:S3YJGPWO

pith:2025:S3YJGPWOCLE3YXI2AA6QPAZWWV

not attested not anchored not stored refs pending

PnPXAI: A Universal XAI Framework Providing Automatic Explanations Across Diverse Modalities and Models

Chanwoo Lee, Enver Menadjiev, Geonhyeong Kim, Jaesik Choi, Nari Kim, Seongun Kim, Seongwook Chung, Sol A Kim

arxiv:2505.10515 v1 · 2025-05-15 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S3YJGPWOCLE3YXI2AA6QPAZWWV}

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

1 paper in Pith

XAI and Statistical Analysis for Reliable Intrusion Detection in the UAVIDS-2025 Dataset: From Tree to Hybrid and Tabular DNN Ensembles

Receipt and verification

First computed	2026-07-05T11:03:39.308619Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

96f0933ece12c9bc5d1a003d078336b565ad77ed2aa6d01a7053f784c40418b7

Aliases

arxiv: 2505.10515 · arxiv_version: 2505.10515v1 · doi: 10.48550/arxiv.2505.10515 · pith_short_12: S3YJGPWOCLE3 · pith_short_16: S3YJGPWOCLE3YXI2 · pith_short_8: S3YJGPWO

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/S3YJGPWOCLE3YXI2AA6QPAZWWV \
  | 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: 96f0933ece12c9bc5d1a003d078336b565ad77ed2aa6d01a7053f784c40418b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "836756ec22e0803459a9337e79b60b9466c9e77689f5fc976adbae3d4dbcfabd",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-15T17:21:54Z",
    "title_canon_sha256": "2a4c6f639d0e88d0fdc896a85541062b1cab8d657dde09b60a871f092aca6d8f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.10515",
    "kind": "arxiv",
    "version": 1
  }
}