Pith Number

pith:TLZ2FPKP

pith:2021:TLZ2FPKPJNK36AHMPL2S2FX7BD

not attested not anchored not stored refs pending

Artificial Neural Network for Cybersecurity: A Comprehensive Review

M. Rubaiyat Hossain Mondal, Pinto Kumar Paul, Prajoy Podder, Subrato Bharati, Utku Kose

arxiv:2107.01185 v1 · 2021-06-20 · cs.CR · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TLZ2FPKPJNK36AHMPL2S2FX7BD}

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

Cumplimiento del Reglamento (UE) 2024/1689 en rob\'otica y sistemas aut\'onomos: una revisi\'on sistem\'atica de la literatura

Receipt and verification

First computed	2026-07-05T02:54:37.928433Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9af3a2bd4f4b55bf00ec7af52d16ff08e12ac76345b04b2ac844abb97a7c772b

Aliases

arxiv: 2107.01185 · arxiv_version: 2107.01185v1 · doi: 10.48550/arxiv.2107.01185 · pith_short_12: TLZ2FPKPJNK3 · pith_short_16: TLZ2FPKPJNK36AHM · pith_short_8: TLZ2FPKP

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/TLZ2FPKPJNK36AHMPL2S2FX7BD \
  | 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: 9af3a2bd4f4b55bf00ec7af52d16ff08e12ac76345b04b2ac844abb97a7c772b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5a2574e3055923fd43c943522b4b5637c4e022c077ba0dfe68a05b97a3f7235",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2021-06-20T09:32:48Z",
    "title_canon_sha256": "f90491226c71758214068271b9579fc8fffdf2908ae2052dd2ebf56a5603c5f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.01185",
    "kind": "arxiv",
    "version": 1
  }
}