Pith Number

pith:F655H6HP

pith:2018:F655H6HP6DDQMEW3WANYC5CFHD

not attested not anchored not stored refs pending

On the Geometry of Adversarial Examples

Dylan Hadfield-Menell, Marc Khoury

arxiv:1811.00525 v2 · 2018-11-01 · cs.LG · 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{F655H6HP6DDQMEW3WANYC5CFHD}

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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

4 papers in Pith

On Adversarial Vulnerability of Vision-Language Models through the Lens of Intermediate Spectral Subspaces

Mitigating Manifold Departure: Uncertainty-Aware Subspace Rectification for Trustworthy MLLM Decoding

Uncovering and Understanding FPR Manipulation Attack in Industrial IoT Networks

Compression as an Adversarial Amplifier Through Decision Space Reduction

Receipt and verification

First computed	2026-05-17T23:58:30.244606Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2fbbd3f8eff0c70612dbb01b81744538d0ecf9f3fe3b4ea05d469db7a2e3aeee

Aliases

arxiv: 1811.00525 · arxiv_version: 1811.00525v2 · doi: 10.48550/arxiv.1811.00525 · pith_short_12: F655H6HP6DDQ · pith_short_16: F655H6HP6DDQMEW3 · pith_short_8: F655H6HP

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/F655H6HP6DDQMEW3WANYC5CFHD \
  | 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: 2fbbd3f8eff0c70612dbb01b81744538d0ecf9f3fe3b4ea05d469db7a2e3aeee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce3fc5a4663c6a6254f32b7a9952dc5224a104e63dbe0038bc35d8e51df2e5cc",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-01T17:47:10Z",
    "title_canon_sha256": "f1215a4f344cf6f6de1015cf0f9acaec2994608fbe5500dd8e2b446468d0013c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.00525",
    "kind": "arxiv",
    "version": 2
  }
}