Pith Number

pith:CW5I7REF

pith:2025:CW5I7REF43RPVN3M3OVWSLGAFR

not attested not anchored not stored refs pending

Robust Anomaly Detection in O-RAN: Leveraging LLMs against Data Manipulation Attacks

Carsten Rudolph, Hajime Suzuki, Ngoc Duy Pham, Shangqi Lai, Sharif Abuadbba, Thusitha Dayaratne, Viet Vo, Xingliang Yuan

arxiv:2508.08029 v1 · 2025-08-11 · cs.CR · cs.ET · 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{CW5I7REF43RPVN3M3OVWSLGAFR}

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	2026-07-05T11:52:06.744468Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15ba8fc485e6e2fab76cdbab692cc02c7acfa4afb34825c8ee8bad81bd627967

Aliases

arxiv: 2508.08029 · arxiv_version: 2508.08029v1 · doi: 10.48550/arxiv.2508.08029 · pith_short_12: CW5I7REF43RP · pith_short_16: CW5I7REF43RPVN3M · pith_short_8: CW5I7REF

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/CW5I7REF43RPVN3M3OVWSLGAFR \
  | 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: 15ba8fc485e6e2fab76cdbab692cc02c7acfa4afb34825c8ee8bad81bd627967

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa4f882ecb248d313b66864e3c5acb9e70cc7ffd9751437e3fba7259708768a6",
    "cross_cats_sorted": [
      "cs.ET",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-08-11T14:32:43Z",
    "title_canon_sha256": "8f18f279500cf09e606858c0d406e07ca625677155f93c22357a8783f2f592f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08029",
    "kind": "arxiv",
    "version": 1
  }
}