Pith Number

pith:Q73CTKXC

pith:2021:Q73CTKXCAO6MELPZVO75AO2FPL

not attested not anchored not stored refs pending

Adversarial Machine Learning In Network Intrusion Detection Domain: A Systematic Review

Charles Morisset, Huda Ali Alatwi

arxiv:2112.03315 v1 · 2021-12-06 · cs.CR · cs.LG · cs.NE · 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{Q73CTKXCAO6MELPZVO75AO2FPL}

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

A Review of the Duality of Adversarial Learning in Network Intrusion: Attacks and Countermeasures

Receipt and verification

First computed	2026-07-05T03:38:44.235806Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

87f629aae203bcc22df9abbfd03b457ac29a361bcb7d1306da2b5b43e43d16ad

Aliases

arxiv: 2112.03315 · arxiv_version: 2112.03315v1 · doi: 10.48550/arxiv.2112.03315 · pith_short_12: Q73CTKXCAO6M · pith_short_16: Q73CTKXCAO6MELPZ · pith_short_8: Q73CTKXC

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/Q73CTKXCAO6MELPZVO75AO2FPL \
  | 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: 87f629aae203bcc22df9abbfd03b457ac29a361bcb7d1306da2b5b43e43d16ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef3f938f85e2eb5a7bd4e0802cddbebd4e47a758f9f4c0a289859ae83d89a18b",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE",
      "cs.NI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2021-12-06T19:10:23Z",
    "title_canon_sha256": "a94e22e2df0798115220ac85c1a71e2bebcb271c38d29b7092ca0096958fbd69"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.03315",
    "kind": "arxiv",
    "version": 1
  }
}