Pith. sign in
Pith Number

pith:QWQIWIB3

pith:2022:QWQIWIB3IJBZITCI5FD37CDSV3
not attested not anchored not stored refs pending

Simulating Malicious Attacks on VANETs for Connected and Autonomous Vehicle Cybersecurity: A Machine Learning Dataset

Andrew Bradley, Muhammad H Kamarudin, Peter Ball, Safras Iqbal

arxiv:2202.07704 v1 · 2022-02-15 · cs.CR · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{QWQIWIB3IJBZITCI5FD37CDSV3}

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 2026-07-05T03:57:32.890579Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

85a08b203b4243944c48e947bf8872aeda7656cd6b5d6e00497ac9ac3440c12f

Aliases

arxiv: 2202.07704 · arxiv_version: 2202.07704v1 · doi: 10.48550/arxiv.2202.07704 · pith_short_12: QWQIWIB3IJBZ · pith_short_16: QWQIWIB3IJBZITCI · pith_short_8: QWQIWIB3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QWQIWIB3IJBZITCI5FD37CDSV3 \
  | 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: 85a08b203b4243944c48e947bf8872aeda7656cd6b5d6e00497ac9ac3440c12f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5117ce0216fdb3b02b948c3f00d766157334abb2c7ebd31889334c7751908a95",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-02-15T20:08:58Z",
    "title_canon_sha256": "d2b27559594be27ec3fbc57d909dd82ce00813ef3fcbd46745337b736cc7790a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.07704",
    "kind": "arxiv",
    "version": 1
  }
}