Pith Number

pith:S7OTWEQH

pith:2023:S7OTWEQHJVY4GIMLLOMVRZQMYY

not attested not anchored not stored refs pending

Anomaly Detection of Command Shell Sessions based on DistilBERT: Unsupervised and Supervised Approaches

John Buford, Zefang Liu

arxiv:2310.13247 v1 · 2023-10-20 · cs.CL · 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{S7OTWEQHJVY4GIMLLOMVRZQMYY}

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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

SCADE: Scalable Framework for Anomaly Detection in High-Performance System

Receipt and verification

First computed	2026-07-05T07:02:59.836370Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

97dd3b12074d71c3218b5b9958e60cc612bc3c2faf128bf9e4b108077407961d

Aliases

arxiv: 2310.13247 · arxiv_version: 2310.13247v1 · doi: 10.48550/arxiv.2310.13247 · pith_short_12: S7OTWEQHJVY4 · pith_short_16: S7OTWEQHJVY4GIML · pith_short_8: S7OTWEQH

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/S7OTWEQHJVY4GIMLLOMVRZQMYY \
  | 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: 97dd3b12074d71c3218b5b9958e60cc612bc3c2faf128bf9e4b108077407961d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a8e71f9ec53b7764e603ee5e3893aad881cb9cd105eab01c2049b33d5e5b795",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-20T03:04:32Z",
    "title_canon_sha256": "d0ff5e089405b99d7627a015a602464086c3f184207d157f673e7d4fe6a2e0df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.13247",
    "kind": "arxiv",
    "version": 1
  }
}