Pith Number

pith:YB6D74IT

pith:2025:YB6D74ITXBE4ZARGEX6LRWUT6B

not attested not anchored not stored refs pending

Contrastive Self-Supervised Network Intrusion Detection using Augmented Negative Pairs

Christos Tachtatzis, Hanan Hindy, Jack Wilkie, Robert Atkinson

arxiv:2509.06550 v1 · 2025-09-08 · cs.LG · cs.AI · cs.CR · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YB6D74ITXBE4ZARGEX6LRWUT6B}

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	2026-07-05T12:06:38.024256Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c07c3ff113b849cc822625fcb8da93f05e9b78ba44673ffecf6691693dec1611

Aliases

arxiv: 2509.06550 · arxiv_version: 2509.06550v1 · doi: 10.48550/arxiv.2509.06550 · pith_short_12: YB6D74ITXBE4 · pith_short_16: YB6D74ITXBE4ZARG · pith_short_8: YB6D74IT

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/YB6D74ITXBE4ZARGEX6LRWUT6B \
  | 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: c07c3ff113b849cc822625fcb8da93f05e9b78ba44673ffecf6691693dec1611

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7aaa1dcacdc7d59103dcd6f7a15d17e1addca53463d8453c91c8bf9cfe33ec08",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-08T11:04:10Z",
    "title_canon_sha256": "5086956ee0293ec7fc1b930c03097ede404367e8b91a7e3a9e4cd0c38549ecf6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.06550",
    "kind": "arxiv",
    "version": 1
  }
}