Pith. sign in
Pith Number

pith:APLGUXXZ

pith:2025:APLGUXXZVGCWIRGKI2TRE2IBAB
not attested not anchored not stored refs pending

Protecting Intellectual Property of EEG-based Neural Networks with Watermarking

Ahmed Abdelaziz, Ahmed Fares, Ahmed Fathi

arxiv:2502.05931 v1 · 2025-02-09 · cs.LG · cs.AI · cs.CR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{APLGUXXZVGCWIRGKI2TRE2IBAB}

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 2026-07-05T10:11:45.499476Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

03d66a5ef9a9856444ca46a7126901007ab5f9dee5d48b5617b784764399608c

Aliases

arxiv: 2502.05931 · arxiv_version: 2502.05931v1 · doi: 10.48550/arxiv.2502.05931 · pith_short_12: APLGUXXZVGCW · pith_short_16: APLGUXXZVGCWIRGK · pith_short_8: APLGUXXZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/APLGUXXZVGCWIRGKI2TRE2IBAB \
  | 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: 03d66a5ef9a9856444ca46a7126901007ab5f9dee5d48b5617b784764399608c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8c10b1977faa8968a2104b660d3a323458072b2ac22c39139fa6ba289a5c727e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-09T15:21:45Z",
    "title_canon_sha256": "260e5814fa4a7ffc96942f34b632208a22d2820824dc640ad659531d3c47ca76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05931",
    "kind": "arxiv",
    "version": 1
  }
}