Pith Number

pith:WHH7W3IM

pith:2017:WHH7W3IMXUS6GLGWCULWXXFSIO

not attested not anchored not stored refs pending

Generative Poisoning Attack Method Against Neural Networks

Chaofei Yang, Hai Li, Qing Wu, Yiran Chen

arxiv:1703.01340 v1 · 2017-03-03 · cs.CR · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WHH7W3IMXUS6GLGWCULWXXFSIO}

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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

2 papers in Pith

Differentiable Optimization Layers for Guaranteed Fairness in Deep Learning

Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning

Receipt and verification

First computed	2026-05-18T00:49:31.053081Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b1cffb6d0cbd25e32cd615176bdcb24383094b18b318877c35bf3fcee3d77e3b

Aliases

arxiv: 1703.01340 · arxiv_version: 1703.01340v1 · doi: 10.48550/arxiv.1703.01340 · pith_short_12: WHH7W3IMXUS6 · pith_short_16: WHH7W3IMXUS6GLGW · pith_short_8: WHH7W3IM

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/WHH7W3IMXUS6GLGWCULWXXFSIO \
  | 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: b1cffb6d0cbd25e32cd615176bdcb24383094b18b318877c35bf3fcee3d77e3b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cff325914b0f646c8f7cff474cf7123d7a5052eac5b0ebb5a275992ac10e858e",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2017-03-03T21:13:48Z",
    "title_canon_sha256": "b0b24e7c28c5377b3171d16371804a232daba85842632675975ecbd450bff522"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.01340",
    "kind": "arxiv",
    "version": 1
  }
}