Pith Number

pith:3IB2TC6F

pith:2025:3IB2TC6FLELXNJMWBJNAXJJDH5

not attested not anchored not stored refs pending

Self-Supervised Transformer-based Contrastive Learning for Intrusion Detection Systems

Ilias Syrigos, Ippokratis Koukoulis, Thanasis Korakis

arxiv:2505.08816 v1 · 2025-05-12 · 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{3IB2TC6FLELXNJMWBJNAXJJDH5}

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

CSTS: A Canonical Security Telemetry Substrate for AI-Native Cyber Detection

Receipt and verification

First computed	2026-07-05T11:02:44.807442Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da03a98bc5591776a5960a5a0ba5233f406d8429efbfbd45d6719724b3808b0a

Aliases

arxiv: 2505.08816 · arxiv_version: 2505.08816v1 · doi: 10.48550/arxiv.2505.08816 · pith_short_12: 3IB2TC6FLELX · pith_short_16: 3IB2TC6FLELXNJMW · pith_short_8: 3IB2TC6F

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/3IB2TC6FLELXNJMWBJNAXJJDH5 \
  | 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: da03a98bc5591776a5960a5a0ba5233f406d8429efbfbd45d6719724b3808b0a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "989aae3f082c3d7e3ee9899cd94c8ddbc161e164d5048017b9e7207f592450de",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-05-12T13:42:00Z",
    "title_canon_sha256": "5f4f0449750b9180cb1f8f29c82b38ef500f57c3dd346846d4bb5119dc7fd327"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.08816",
    "kind": "arxiv",
    "version": 1
  }
}