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Pith Number

pith:ZABNKEYM

pith:2018:ZABNKEYMNGF43XF2IKCC3LSXXK
not attested not anchored not stored refs pending

Accurate and Robust Neural Networks for Security Related Applications Exampled by Face Morphing Attacks

Anna Hilsmann, Clemens Seibold, Peter Eisert, Wojciech Samek

arxiv:1806.04265 v1 · 2018-06-11 · cs.CV · cs.AI · cs.CR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZABNKEYMNGF43XF2IKCC3LSXXK}

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 2026-05-18T00:13:36.032146Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c802d5130c698bcddcba42842dae57baa3efc6396aa58a26a841fb0c2d326b43

Aliases

arxiv: 1806.04265 · arxiv_version: 1806.04265v1 · doi: 10.48550/arxiv.1806.04265 · pith_short_12: ZABNKEYMNGF4 · pith_short_16: ZABNKEYMNGF43XF2 · pith_short_8: ZABNKEYM
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZABNKEYMNGF43XF2IKCC3LSXXK \
  | 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: c802d5130c698bcddcba42842dae57baa3efc6396aa58a26a841fb0c2d326b43
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "dae74e1f49ee47a604d1a904d11f250f724d29375104e83c05ffc561d47af34b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-06-11T23:24:11Z",
    "title_canon_sha256": "9bc3ea95f9c56aeb5a401cedbbca4a0aa41d69d7ab48a60214303278b02340ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.04265",
    "kind": "arxiv",
    "version": 1
  }
}