Pith Number

pith:AEBDDFSR

pith:2019:AEBDDFSRQISB3OCIIHMHITUPS3

not attested not anchored not stored refs pending

Adversarial Robustness as a Prior for Learned Representations

Aleksander Madry, Andrew Ilyas, Brandon Tran, Dimitris Tsipras, Logan Engstrom, Shibani Santurkar

arxiv:1906.00945 v2 · 2019-06-03 · stat.ML · cs.CV · cs.LG · cs.NE

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

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\usepackage{pith}
\pithnumber{AEBDDFSRQISB3OCIIHMHITUPS3}

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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

5 papers in Pith

Beyond False Stability: High-Noise Drift Gating for Test-Time Adversarial Defenses in Vision-Language Models

Toward Understanding Adversarial Distillation: Why Robust Teachers Fail

Adjoint Inversion Reveals Holographic Superposition and Destructive Interference in CNN Classifiers

Toy Models of Superposition

Laundering AI Authority with Adversarial Examples

Receipt and verification

First computed	2026-07-05T00:07:36.388610Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

010231965182241db84841d8744e8f96f149605eb5299fa7ee945a5149ea8076

Aliases

arxiv: 1906.00945 · arxiv_version: 1906.00945v2 · doi: 10.48550/arxiv.1906.00945 · pith_short_12: AEBDDFSRQISB · pith_short_16: AEBDDFSRQISB3OCI · pith_short_8: AEBDDFSR

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/AEBDDFSRQISB3OCIIHMHITUPS3 \
  | 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: 010231965182241db84841d8744e8f96f149605eb5299fa7ee945a5149ea8076

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "60c1d230ea1421d3a2b181b387cb3c6a6d9b3f78e1c6ccd2d778303d10486656",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-06-03T17:55:20Z",
    "title_canon_sha256": "520832e8e6d7c48bec11ee3f1c204b5c1717f5c5a0ef9a62efcbdf5080a25ebc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.00945",
    "kind": "arxiv",
    "version": 2
  }
}