Pith Number

pith:2ZBOLIFM

pith:2022:2ZBOLIFMVC3KFQLPFBRWIRL2FE

not attested not anchored not stored refs pending

Adversarial Examples in Random Neural Networks with General Activations

Andrea Montanari, Yuchen Wu

arxiv:2203.17209 v2 · 2022-03-31 · cs.LG · cs.CR · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2ZBOLIFMVC3KFQLPFBRWIRL2FE}

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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 Training from Mean Field Perspective

Receipt and verification

First computed	2026-07-05T05:34:45.591072Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d642e5a0aca8b6a2c16f286364457a2933bff22a3f03a8be1bf36adf07a96b02

Aliases

arxiv: 2203.17209 · arxiv_version: 2203.17209v2 · doi: 10.48550/arxiv.2203.17209 · pith_short_12: 2ZBOLIFMVC3K · pith_short_16: 2ZBOLIFMVC3KFQLP · pith_short_8: 2ZBOLIFM

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/2ZBOLIFMVC3KFQLPFBRWIRL2FE \
  | 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: d642e5a0aca8b6a2c16f286364457a2933bff22a3f03a8be1bf36adf07a96b02

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b692459447d687af556336c9c41113f3a5f0a0e6fa2e3f6da08ea35d14a9f2aa",
    "cross_cats_sorted": [
      "cs.CR",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-31T17:36:15Z",
    "title_canon_sha256": "0c167f77f3a008a965a182c488aeb133442bede7f5ddf6f6b74414e2d34a5eac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.17209",
    "kind": "arxiv",
    "version": 2
  }
}