Pith Number

pith:LRF3K7ZF

pith:2017:LRF3K7ZFVPACCTV2PZPTHY2W3D

not attested not anchored not stored refs pending

Adversarial Attacks on Neural Network Policies

Ian Goodfellow, Nicolas Papernot, Pieter Abbeel, Sandy Huang, Yan Duan

arxiv:1702.02284 v1 · 2017-02-08 · cs.LG · cs.CR · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LRF3K7ZFVPACCTV2PZPTHY2W3D}

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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

10 papers in Pith

MirrorCheck: Efficient Adversarial Defense for Vision-Language Models

How Vulnerable Is My Learned Policy? Universal Adversarial Perturbation Attacks On Modern Behavior Cloning Policies

Wolfpack Adversarial Attack for Robust Multi-Agent Reinforcement Learning

Density-Ratio Weighted Behavioral Cloning: Learning Control Policies from Corrupted Datasets

When Actions Disappear: Adversarial Action Removal in Self-Play Reinforcement Learning

Receipt and verification

First computed	2026-05-18T00:51:06.296291Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c4bb57f25abc0214eba7e5f33e356d8ef9b8ce2135bbc917f0986dc8a9c38e4

Aliases

arxiv: 1702.02284 · arxiv_version: 1702.02284v1 · doi: 10.48550/arxiv.1702.02284 · pith_short_12: LRF3K7ZFVPAC · pith_short_16: LRF3K7ZFVPACCTV2 · pith_short_8: LRF3K7ZF

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/LRF3K7ZFVPACCTV2PZPTHY2W3D \
  | 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: 5c4bb57f25abc0214eba7e5f33e356d8ef9b8ce2135bbc917f0986dc8a9c38e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ad7cf7a05e277008b4f03a8c0d36d7af058f6effce6714a3582bcf4d4f02409",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-02-08T04:33:55Z",
    "title_canon_sha256": "e2e2ae06fb1ec29c45acc4f0ba2f6117f331eb1eda0552f8cc96fc209608fa4e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1702.02284",
    "kind": "arxiv",
    "version": 1
  }
}