Pith Number

pith:ZJR4MJSE

pith:2026:ZJR4MJSEEVSJJQYI7OPYAO4HNL

not attested not anchored not stored refs pending

Evaluation of AutoML Frameworks for IDS under Imbalanced Data Conditions of the NSL-KDD Dataset

Evandro C\'esar Vilas Boas, Felipe A. P. de Figueiredo, Wiliane Carolina Silva

arxiv:2606.12611 v1 · 2026-06-10 · cs.LG · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZJR4MJSEEVSJJQYI7OPYAO4HNL}

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	2026-06-12T00:07:56.330999Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca63c62644256494c308fb9f803b876ad15526b66d1ff405ccaa766f87c6da35

Aliases

arxiv: 2606.12611 · arxiv_version: 2606.12611v1 · doi: 10.48550/arxiv.2606.12611 · pith_short_12: ZJR4MJSEEVSJ · pith_short_16: ZJR4MJSEEVSJJQYI · pith_short_8: ZJR4MJSE

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/ZJR4MJSEEVSJJQYI7OPYAO4HNL \
  | 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: ca63c62644256494c308fb9f803b876ad15526b66d1ff405ccaa766f87c6da35

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1feb7e529d6294d991fbb05474a77fb6a08e85c6beb056953adf8fed0d7359f9",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-10T19:08:25Z",
    "title_canon_sha256": "1666b83d11dd7ea4609c879506f11bba3082d95a6852f4742169113d060f1675"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.12611",
    "kind": "arxiv",
    "version": 1
  }
}