Pith Number

pith:AKXENOMY

pith:2025:AKXENOMYQYUEH2WK5URRJ5FDSA

not attested not anchored not stored refs pending

Rec-AD: An Efficient Computation Framework for FDIA Detection Based on Tensor Train Decomposition and Deep Learning Recommendation Model

Chuyun Zhang, Guofu Liao, Junhong Liu, Yunfeng Li, Zhaohui Yang

arxiv:2507.14668 v2 · 2025-07-19 · cs.LG

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\usepackage{pith}
\pithnumber{AKXENOMYQYUEH2WK5URRJ5FDSA}

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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

1 paper in Pith

Clustered Federated Learning for Generalizable FDIA Detection in Smart Grids with Heterogeneous Data

Receipt and verification

First computed	2026-07-05T11:48:05.789976Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

02ae46b998862843eacaed2314f4a3900dd3537799d1d48767e8a0d9887621d1

Aliases

arxiv: 2507.14668 · arxiv_version: 2507.14668v2 · doi: 10.48550/arxiv.2507.14668 · pith_short_12: AKXENOMYQYUE · pith_short_16: AKXENOMYQYUEH2WK · pith_short_8: AKXENOMY

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/AKXENOMYQYUEH2WK5URRJ5FDSA \
  | 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: 02ae46b998862843eacaed2314f4a3900dd3537799d1d48767e8a0d9887621d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "031c2ef1b49fc3e630f61da2c24aad6898fb9dff1a800320c18027137b67888a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-19T15:38:56Z",
    "title_canon_sha256": "20ecf8e5e42fb40d84c55214f7afa9a575aef1730eeb32e2bcfebd9c8847f315"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.14668",
    "kind": "arxiv",
    "version": 2
  }
}