Pith. sign in
Pith Number

pith:54JKYRKN

pith:2022:54JKYRKNQRPWNFYMVM7KKPJ4IZ
not attested not anchored not stored refs pending

Adversarial Laser Spot: Robust and Covert Physical-World Attack to DNNs

Chengyin Hu, Kalibinuer Tiliwalidi, Wen Li, Yilong Wang

arxiv:2206.01034 v2 · 2022-06-02 · cs.CV · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{54JKYRKNQRPWNFYMVM7KKPJ4IZ}

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 2026-07-05T06:12:32.438550Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ef12ac454d845f66970cab3ea53d3c464655499832a57103b3fa69a00adc3719

Aliases

arxiv: 2206.01034 · arxiv_version: 2206.01034v2 · doi: 10.48550/arxiv.2206.01034 · pith_short_12: 54JKYRKNQRPW · pith_short_16: 54JKYRKNQRPWNFYM · pith_short_8: 54JKYRKN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/54JKYRKNQRPWNFYMVM7KKPJ4IZ \
  | 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: ef12ac454d845f66970cab3ea53d3c464655499832a57103b3fa69a00adc3719
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "33479d07cf875fa5c02b2a08bd269c54df866657b9e32f130f430aa251ac22d9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-06-02T13:15:08Z",
    "title_canon_sha256": "01f06e0cd84b83f1738dd3f30a650fb778048ccb0579ef005d3101260abe5724"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.01034",
    "kind": "arxiv",
    "version": 2
  }
}