Pith Number

pith:4WHSCLFD

pith:2024:4WHSCLFDGOWUP6LBOHUF5EE4OL

not attested not anchored not stored refs pending

A Taxonomy of System-Level Attacks on Deep Learning Models in Autonomous Vehicles

Alessandro Marchetto, Jinhan Kim, Masoud Jamshidiyan Tehrani, Paolo Tonella, Rosmael Zidane Lekeufack Foulefack

arxiv:2412.04510 v2 · 2024-12-04 · cs.CR · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4WHSCLFDGOWUP6LBOHUF5EE4OL}

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	2026-07-05T11:52:58.081881Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e58f212ca333ad47f96171e85e909c72e4181526949c90d5c2a5a3e9c7dc620b

Aliases

arxiv: 2412.04510 · arxiv_version: 2412.04510v2 · doi: 10.48550/arxiv.2412.04510 · pith_short_12: 4WHSCLFDGOWU · pith_short_16: 4WHSCLFDGOWUP6LB · pith_short_8: 4WHSCLFD

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/4WHSCLFDGOWUP6LBOHUF5EE4OL \
  | 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: e58f212ca333ad47f96171e85e909c72e4181526949c90d5c2a5a3e9c7dc620b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4fa05e501824d40b70b7faf5dc909a79bae043bbfe068693bd62893cb27b9a92",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-12-04T09:49:55Z",
    "title_canon_sha256": "0ea201c46a2de45f3eacfc9d7e27da3f3ec857b2610bbe3ccd7f85902bba8d75"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.04510",
    "kind": "arxiv",
    "version": 2
  }
}