Pith Number

pith:UNLP426G

pith:2020:UNLP426GQ5WA6UM474BBEA6E3Y

not attested not anchored not stored refs pending

Derivation of Information-Theoretically Optimal Adversarial Attacks with Applications to Robust Machine Learning

Jirong Yi, Raghu Mudumbai, Weiyu Xu

arxiv:2007.14042 v1 · 2020-07-28 · cs.LG · cs.IT · math.IT · 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{UNLP426GQ5WA6UM474BBEA6E3Y}

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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

Adversarial Examples Are Not Bugs, They Are Superposition

Receipt and verification

First computed	2026-07-05T01:22:54.817543Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a356fe6bc6876c0f519cff021203c4de145500c8cb851ed484c84df1f4b8c136

Aliases

arxiv: 2007.14042 · arxiv_version: 2007.14042v1 · doi: 10.48550/arxiv.2007.14042 · pith_short_12: UNLP426GQ5WA · pith_short_16: UNLP426GQ5WA6UM4 · pith_short_8: UNLP426G

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/UNLP426GQ5WA6UM474BBEA6E3Y \
  | 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: a356fe6bc6876c0f519cff021203c4de145500c8cb851ed484c84df1f4b8c136

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2df910c16b59b84462adb40f897c1127ea43ea543c1bbfee4991cf63778728f",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-28T07:45:25Z",
    "title_canon_sha256": "652f0aefd8da372d6f1ad622cd9dd9a1a3ab38ff58fbfcacb1039c04a26c987a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.14042",
    "kind": "arxiv",
    "version": 1
  }
}