Pith. sign in
Pith Number

pith:JEH3SYRW

pith:2024:JEH3SYRWM5XKFJCAN5QPEWF6EE
not attested not anchored not stored refs pending

Can Encrypted Images Still Train Neural Networks? Investigating Image Information and Random Vortex Transformation

ChangDong Wang, Jianhuang Lai, Qiong Huang, Wenjin Mo, XiaoKai Cao

arxiv:2411.16207 v2 · 2024-11-25 · cs.CR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JEH3SYRWM5XKFJCAN5QPEWF6EE}

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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 2026-07-05T09:41:46.716558Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

490fb96236676ea2a4406f60f258be21268c9d3f8548ae273792a89c8fe88392

Aliases

arxiv: 2411.16207 · arxiv_version: 2411.16207v2 · doi: 10.48550/arxiv.2411.16207 · pith_short_12: JEH3SYRWM5XK · pith_short_16: JEH3SYRWM5XKFJCA · pith_short_8: JEH3SYRW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JEH3SYRWM5XKFJCAN5QPEWF6EE \
  | 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: 490fb96236676ea2a4406f60f258be21268c9d3f8548ae273792a89c8fe88392
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8c5fc450bfbc3ac48c5439dc0108802f006fb4c10d9fcab449e0cd8cfdeb5131",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-11-25T09:14:53Z",
    "title_canon_sha256": "9b15e0fc0dee390bb97e8b4fcf9c12c770498bb6bc5198a950816d99e845b2de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16207",
    "kind": "arxiv",
    "version": 2
  }
}