Pith Number

pith:ZWG6V4O3

pith:2025:ZWG6V4O3UXEBEFG36L4B2O5R3Y

not attested not anchored not stored refs pending

SAFE: Self-Supervised Anomaly Detection Framework for Intrusion Detection

Elvin Li, Onat Gungor, Tajana Rosing, Zhengli Shang

arxiv:2502.07119 v1 · 2025-02-10 · cs.CR · 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{ZWG6V4O3UXEBEFG36L4B2O5R3Y}

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

CITADEL: Continual Anomaly Detection for Enhanced Learning in IoT Intrusion Detection

Receipt and verification

First computed	2026-07-05T10:12:33.136958Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd8deaf1dba5c81214dbf2f81d3bb1de2534e460762955a1e5ea337fbaf94bf1

Aliases

arxiv: 2502.07119 · arxiv_version: 2502.07119v1 · doi: 10.48550/arxiv.2502.07119 · pith_short_12: ZWG6V4O3UXEB · pith_short_16: ZWG6V4O3UXEBEFG3 · pith_short_8: ZWG6V4O3

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/ZWG6V4O3UXEBEFG36L4B2O5R3Y \
  | 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: cd8deaf1dba5c81214dbf2f81d3bb1de2534e460762955a1e5ea337fbaf94bf1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c19d97d9513cf4a71bbabe29a05871c0b25954bf0be54d378219de0141ab7198",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-02-10T23:20:59Z",
    "title_canon_sha256": "8345d01a5aa9878a9e6bf156deb783063af51cae566d12777169de704e2bfd16"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07119",
    "kind": "arxiv",
    "version": 1
  }
}