Pith Number

pith:BXZXZKF6

pith:2018:BXZXZKF6VRBI7LVJBZOELKNTPR

not attested not anchored not stored refs pending

Excessive Invariance Causes Adversarial Vulnerability

Jens Behrmann, J\"orn-Henrik Jacobsen, Matthias Bethge, Richard Zemel

arxiv:1811.00401 v4 · 2018-11-01 · cs.LG · cs.AI · cs.CV · 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{BXZXZKF6VRBI7LVJBZOELKNTPR}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Learning to Find Correlated Features by Maximizing Information Flow in Convolutional Neural Networks

Guided Image Generation with Conditional Invertible Neural Networks

Receipt and verification

First computed	2026-07-05T01:17:55.784353Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0df37ca8beac428faea90e5c45a9b37c73f9e8cff5e08deeabe9a35b4695ac37

Aliases

arxiv: 1811.00401 · arxiv_version: 1811.00401v4 · doi: 10.48550/arxiv.1811.00401 · pith_short_12: BXZXZKF6VRBI · pith_short_16: BXZXZKF6VRBI7LVJ · pith_short_8: BXZXZKF6

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/BXZXZKF6VRBI7LVJBZOELKNTPR \
  | 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: 0df37ca8beac428faea90e5c45a9b37c73f9e8cff5e08deeabe9a35b4695ac37

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "131d1fbd65da332ff92bd8f9033abd6980c406562d41d7b498754f3be14366b6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-01T14:14:03Z",
    "title_canon_sha256": "35d49e157f45439207d84063a668aea5925549600c6fad821731b5aaefd482fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.00401",
    "kind": "arxiv",
    "version": 4
  }
}