Pith. sign in
Pith Number

pith:WTBCZIZD

pith:2025:WTBCZIZD3ZXCVHRCKSISRRQ5MG
not attested not anchored not stored refs pending

Amnesia as a Catalyst for Enhancing Black Box Pixel Attacks in Image Classification and Object Detection

Daehwa Ko, Dongsu Song, Jay Hoon Jung

arxiv:2502.07821 v1 · 2025-02-10 · cs.CV · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{WTBCZIZD3ZXCVHRCKSISRRQ5MG}

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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 2026-07-05T10:13:10.555597Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b4c22ca323de6e2a9e22549128c61d61a17f4b1e9da604f18375c63a4e47cccb

Aliases

arxiv: 2502.07821 · arxiv_version: 2502.07821v1 · doi: 10.48550/arxiv.2502.07821 · pith_short_12: WTBCZIZD3ZXC · pith_short_16: WTBCZIZD3ZXCVHRC · pith_short_8: WTBCZIZD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WTBCZIZD3ZXCVHRCKSISRRQ5MG \
  | 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: b4c22ca323de6e2a9e22549128c61d61a17f4b1e9da604f18375c63a4e47cccb
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "82c967a61d7b9e04b0cabce0e6338ffbe03a4d067017c53974a93d7701226668",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-10T11:49:41Z",
    "title_canon_sha256": "8835859a5351c7b5530f57810c900ef939114a26336501936cbb62fc9620d220"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07821",
    "kind": "arxiv",
    "version": 1
  }
}