Pith Number

pith:LHJYPBXP

pith:2019:LHJYPBXPDKPX2TJWO32BXC4FKQ

not attested not anchored not stored refs pending

Examining Adversarial Learning against Graph-based IoT Malware Detection Systems

Afsah Anwar, Ahmed Abusnaina, Aminollah Khormali, Aziz Mohaisen, Hisham Alasmary, Jeman Park, Ulku Meteriz

arxiv:1902.04416 v2 · 2019-02-12 · cs.CR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LHJYPBXPDKPX2TJWO32BXC4FKQ}

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	2026-05-17T23:53:49.254000Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59d38786ef1a9f7d4d3676f41b8b85540aafc66f90b0761e8aa4ed1954c82df0

Aliases

arxiv: 1902.04416 · arxiv_version: 1902.04416v2 · doi: 10.48550/arxiv.1902.04416 · pith_short_12: LHJYPBXPDKPX · pith_short_16: LHJYPBXPDKPX2TJW · pith_short_8: LHJYPBXP

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/LHJYPBXPDKPX2TJWO32BXC4FKQ \
  | 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: 59d38786ef1a9f7d4d3676f41b8b85540aafc66f90b0761e8aa4ed1954c82df0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "803113707067d3fafd142c4421429b8abaa88486116f3bcc8d2fd3c11d01c500",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2019-02-12T14:49:08Z",
    "title_canon_sha256": "b8a0b385161ca6729d5926dfb8b9d089bfa8d089b98108ce704b08e1180c7019"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.04416",
    "kind": "arxiv",
    "version": 2
  }
}