Pith Number

pith:HDZLIEG7

pith:2018:HDZLIEG7O2EQDW5FYNSSFDOPXQ

not attested not anchored not stored refs pending

Machine Learning in Cyber-Security - Problems, Challenges and Data Sets

Idan Amit, John Matherly, William Hewlett, Yigal Weinberger, Yinnon Meshi, Zhi Xu

arxiv:1812.07858 v3 · 2018-12-19 · cs.LG · cs.CR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HDZLIEG7O2EQDW5FYNSSFDOPXQ}

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 Comparative Analysis of DNN-based White-Box Explainable AI Methods in Network Security

Receipt and verification

First computed	2026-05-17T23:48:06.277806Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38f2b410df768901dba5c365228dcfbc3567ca262180889f0967dd9d65bf8119

Aliases

arxiv: 1812.07858 · arxiv_version: 1812.07858v3 · doi: 10.48550/arxiv.1812.07858 · pith_short_12: HDZLIEG7O2EQ · pith_short_16: HDZLIEG7O2EQDW5F · pith_short_8: HDZLIEG7

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/HDZLIEG7O2EQDW5FYNSSFDOPXQ \
  | 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: 38f2b410df768901dba5c365228dcfbc3567ca262180889f0967dd9d65bf8119

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b29b57f4011eef65412ed9eb05f68c871b64985ffa17e8d890fe2e7ceaaa1843",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-19T10:19:25Z",
    "title_canon_sha256": "5601401ab7cb854ab5dea4c2fa74392fbe07bb3c6eb2b8b7269af144011e19f5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.07858",
    "kind": "arxiv",
    "version": 3
  }
}