Pith Number

pith:D6FAPESE

pith:2024:D6FAPESEHP23CZKPYAOGZHSC2L

not attested not anchored not stored refs pending

Learning in Multiple Spaces: Few-Shot Network Attack Detection with Metric-Fused Prototypical Networks

Fernando Martinez-Lopez, Lesther Santana, Mohamed Rahouti

arxiv:2501.00050 v1 · 2024-12-28 · 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{D6FAPESEHP23CZKPYAOGZHSC2L}

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	2026-07-05T09:55:38.257731Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f8a0792443bf5b1654fc01c6c9e42d2d25590c1061890bcbef5aa4c9cbca9ed

Aliases

arxiv: 2501.00050 · arxiv_version: 2501.00050v1 · doi: 10.48550/arxiv.2501.00050 · pith_short_12: D6FAPESEHP23 · pith_short_16: D6FAPESEHP23CZKP · pith_short_8: D6FAPESE

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/D6FAPESEHP23CZKPYAOGZHSC2L \
  | 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: 1f8a0792443bf5b1654fc01c6c9e42d2d25590c1061890bcbef5aa4c9cbca9ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "704dddce4d9acd9fd7b41471a94bcbb183653a33a5177a850d5e8a84ef65c99c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-12-28T00:09:46Z",
    "title_canon_sha256": "ec289d45e8b11cfe1879b61a5b16925715a13037ec9b727f3f7c78533fee8d66"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.00050",
    "kind": "arxiv",
    "version": 1
  }
}