Pith Number

pith:GDERV3RL

pith:2019:GDERV3RLMLHG7O747FYU5K7JPK

not attested not anchored not stored refs pending

Machine Learning in IoT Security: Current Solutions and Future Challenges

Ekram Hossain, Fatima Hussain, Rasheed Hussain, Syed Ali Hassan

arxiv:1904.05735 v1 · 2019-03-14 · cs.CR · cs.LG · 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{GDERV3RLMLHG7O747FYU5K7JPK}

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	2026-05-17T23:48:48.620143Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30c91aee2b62ce6fbbfcf9714eabe97a855922f21e08f5d1134399c9afdc42bc

Aliases

arxiv: 1904.05735 · arxiv_version: 1904.05735v1 · doi: 10.48550/arxiv.1904.05735 · pith_short_12: GDERV3RLMLHG · pith_short_16: GDERV3RLMLHG7O74 · pith_short_8: GDERV3RL

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/GDERV3RLMLHG7O747FYU5K7JPK \
  | 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: 30c91aee2b62ce6fbbfcf9714eabe97a855922f21e08f5d1134399c9afdc42bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50c097b3616bb3615dc06ce8c6f6ead1a9fe09580bdc056bd8f5488450d159c3",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2019-03-14T02:46:58Z",
    "title_canon_sha256": "93dba79d1ccb3a08b2ebfc4f7fff3029ee306e728cdd62f3b4b5fa7d4e754ece"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.05735",
    "kind": "arxiv",
    "version": 1
  }
}