pith. sign in
Pith Number

pith:ZYTFVDBI

pith:2017:ZYTFVDBICN5U67L2GZPNLP2XE4
not attested not anchored not stored refs pending

DeepAPT: Nation-State APT Attribution Using End-to-End Deep Neural Networks

Eli David, Guillaume Sicard, Ishai Rosenberg

arxiv:1711.09666 v1 · 2017-11-27 · cs.CR · cs.LG · cs.NE · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZYTFVDBICN5U67L2GZPNLP2XE4}

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 2026-05-18T00:29:34.857942Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ce265a8c28137b4f7d7a365ed5bf572704bb5693b00eecffd907bfda15612275

Aliases

arxiv: 1711.09666 · arxiv_version: 1711.09666v1 · doi: 10.48550/arxiv.1711.09666 · pith_short_12: ZYTFVDBICN5U · pith_short_16: ZYTFVDBICN5U67L2 · pith_short_8: ZYTFVDBI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZYTFVDBICN5U67L2GZPNLP2XE4 \
  | 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: ce265a8c28137b4f7d7a365ed5bf572704bb5693b00eecffd907bfda15612275
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1142aaa546c6f03315eca7a82321910a6a1e6ebf1e667a7500403b74fa9096f4",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2017-11-27T13:04:46Z",
    "title_canon_sha256": "a6adb511c66970c2705bd14c4808e32c6730957869c0c2c2440e17ee81072d5e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.09666",
    "kind": "arxiv",
    "version": 1
  }
}