Pith Number

pith:ERE56V6G

pith:2012:ERE56V6GBGZSW27KHMHI2PCGHJ

not attested not anchored not stored refs pending

Poisoning Attacks against Support Vector Machines

Battista Biggio (University of Cagliari), Blaine Nelson (University of Tuebingen), Pavel Laskov (University of Tuebingen)

arxiv:1206.6389 v3 · 2012-06-27 · cs.LG · cs.CR · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ERE56V6GBGZSW27KHMHI2PCGHJ}

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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

8 papers in Pith

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Enabling Adversarial Robustness in AI Models through Kubeflow MLOps

DP2Guard: A Lightweight and Byzantine-Robust Privacy-Preserving Federated Learning Scheme for Industrial IoT

Receipt and verification

First computed	2026-05-18T03:30:02.749628Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2449df57c609b32b6bea3b0e8d3c463a7ddb735ffa2d59ffa014bb3f56f43ba9

Aliases

arxiv: 1206.6389 · arxiv_version: 1206.6389v3 · doi: 10.48550/arxiv.1206.6389 · pith_short_12: ERE56V6GBGZS · pith_short_16: ERE56V6GBGZSW27K · pith_short_8: ERE56V6G

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/ERE56V6GBGZSW27KHMHI2PCGHJ \
  | 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: 2449df57c609b32b6bea3b0e8d3c463a7ddb735ffa2d59ffa014bb3f56f43ba9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a0eeb253bedf9eaf1b961a60b85ce2d06ecaa212256627257327fcd8b496bb9",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2012-06-27T19:59:59Z",
    "title_canon_sha256": "437ae7341825b10adc3f2121652a130fc3831f524f757e091f49e63760bed05f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1206.6389",
    "kind": "arxiv",
    "version": 3
  }
}