Pith Number

pith:J5U2LOFU

pith:2022:J5U2LOFUN7UTHOHSWHHUD52L4R

not attested not anchored not stored refs pending

Anomaly Detection via Federated Learning

Abdul Rahman, Alex West, Amogh Tarcar, Balaji Veeramani, Christopher Redino, Dhruv Nandakumar, Edward Bowen, Kevin Choi, Marc Vucovich, Narendra Gade, Penjo Rebelo, Robert Schiller, Ruchi Porwal, Sanmitra Bhattacharya

arxiv:2210.06614 v1 · 2022-10-12 · cs.LG · cs.AI · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J5U2LOFUN7UTHOHSWHHUD52L4R}

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

DP-FlogTinyLLM: Differentially private federated log anomaly detection using Tiny LLMs

Receipt and verification

First computed	2026-07-05T05:06:17.643170Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f69a5b8b46fe933b8f2b1cf41f74be44b608fddfc63c8622d3793db9d0d80f6

Aliases

arxiv: 2210.06614 · arxiv_version: 2210.06614v1 · doi: 10.48550/arxiv.2210.06614 · pith_short_12: J5U2LOFUN7UT · pith_short_16: J5U2LOFUN7UTHOHS · pith_short_8: J5U2LOFU

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/J5U2LOFUN7UTHOHSWHHUD52L4R \
  | 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: 4f69a5b8b46fe933b8f2b1cf41f74be44b608fddfc63c8622d3793db9d0d80f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5f2df0a1c7138ba9d40ac0a757127c48846ea8560726801929cfe815798286cc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-12T22:40:29Z",
    "title_canon_sha256": "6cbe2e4e6e7715721408dd417af5aaec0ef44aa5949a6eff042e6da289d34ffe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.06614",
    "kind": "arxiv",
    "version": 1
  }
}