Pith Number

pith:TGYPFLKT

pith:2026:TGYPFLKTPNUWBRLXYXROYRHCBL

not attested not anchored not stored refs pending

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT

Ambreen Aslam, Bibi Zahra, Maaz Hassan, Muhammad Khuram Shahzad

arxiv:2606.00134 v1 · 2026-05-28 · cs.CR · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TGYPFLKTPNUWBRLXYXROYRHCBL}

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.

Receipt and verification

First computed	2026-06-02T01:03:19.360216Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

99b0f2ad537b6960c577c5e2ec44e20af113dbf308ad5c2eddb66dde71995543

Aliases

arxiv: 2606.00134 · arxiv_version: 2606.00134v1 · doi: 10.48550/arxiv.2606.00134 · pith_short_12: TGYPFLKTPNUW · pith_short_16: TGYPFLKTPNUWBRLX · pith_short_8: TGYPFLKT

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/TGYPFLKTPNUWBRLXYXROYRHCBL \
  | 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: 99b0f2ad537b6960c577c5e2ec44e20af113dbf308ad5c2eddb66dde71995543

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1cacbdb737caf8be43cb205f11e44a1f938a90c537aa17e54a0d7ddfd3cc50e1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-05-28T21:23:53Z",
    "title_canon_sha256": "09d69a019b0ea1a7c611dfa23bb206490c4dfc2c425ba3b98b08781545ff9e45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.00134",
    "kind": "arxiv",
    "version": 1
  }
}