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Pith Number

pith:PILNZ6B4

pith:2018:PILNZ6B4JCAPPQJTDN2IS3AIZK
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Security Analysis and Enhancement of Model Compressed Deep Learning Systems under Adversarial Attacks

Qi Liu, Tao Liu, Wujie Wen, Yanzhi Wang, Yier Jin, Zihao Liu

arxiv:1802.05193 v2 · 2018-02-14 · cs.LG · cs.CR · stat.ML

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\usepackage{pith}
\pithnumber{PILNZ6B4JCAPPQJTDN2IS3AIZK}

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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 2026-05-18T00:20:35.079342Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7a16dcf83c4880f7c1331b74896c08cab2c8621641f1fd4f31a9b56c3648fc5c

Aliases

arxiv: 1802.05193 · arxiv_version: 1802.05193v2 · doi: 10.48550/arxiv.1802.05193 · pith_short_12: PILNZ6B4JCAP · pith_short_16: PILNZ6B4JCAPPQJT · pith_short_8: PILNZ6B4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PILNZ6B4JCAPPQJTDN2IS3AIZK \
  | 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: 7a16dcf83c4880f7c1331b74896c08cab2c8621641f1fd4f31a9b56c3648fc5c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0d1fdbad89c123f567f6f0b722e94bef3dc67d741ae7d539e912c06d1127eb39",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-02-14T16:31:35Z",
    "title_canon_sha256": "6b338f0f0fcd00c3f5e96b365a18cad90f47dc4d8d0ca70bd02af3b432111a44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.05193",
    "kind": "arxiv",
    "version": 2
  }
}