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Pith Number

pith:EKQGZ4P2

pith:2023:EKQGZ4P2KUB6DOIFKS6OE4YYBG
not attested not anchored not stored refs pending

Attacks in Adversarial Machine Learning: A Systematic Survey from the Life-cycle Perspective

Baoyuan Wu, Li Liu, Qingshan Liu, Siwei Lyu, Zhaofeng He, Zihao Zhu

arxiv:2302.09457 v2 · 2023-02-19 · cs.LG · cs.CR

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\usepackage{pith}
\pithnumber{EKQGZ4P2KUB6DOIFKS6OE4YYBG}

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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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T07:30:01.876681Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

22a06cf1fa5503e1b90554bce2731809a7fe0777888c3d0382cf44202f6ba5d6

Aliases

arxiv: 2302.09457 · arxiv_version: 2302.09457v2 · doi: 10.48550/arxiv.2302.09457 · pith_short_12: EKQGZ4P2KUB6 · pith_short_16: EKQGZ4P2KUB6DOIF · pith_short_8: EKQGZ4P2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/EKQGZ4P2KUB6DOIFKS6OE4YYBG \
  | 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: 22a06cf1fa5503e1b90554bce2731809a7fe0777888c3d0382cf44202f6ba5d6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "52f0175ed4f25d3d21db8e89dfb118ef085d8e7aeaf5d6d8952a2b4721ea78a0",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-19T02:12:21Z",
    "title_canon_sha256": "0111a1a4d1acbfc0d4608ff1f6c5e7542d66d6e46f48df72e50c223045f20783"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.09457",
    "kind": "arxiv",
    "version": 2
  }
}