Pith Number

pith:3XHSQ3NU

pith:2025:3XHSQ3NUWJ5H6P2CPK6MCH46TY

not attested not anchored not stored refs pending

Entropy-Based Non-Invasive Reliability Monitoring of Convolutional Neural Networks

Amirhossein Nazeri, Wael Hafez

arxiv:2508.21715 v1 · 2025-08-29 · cs.CV · cs.AI · cs.CR · cs.IT · eess.IV · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3XHSQ3NUWJ5H6P2CPK6MCH46TY}

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

4 papers in Pith

A Classifier-Agnostic Zero-Shot Adversarial Attack Detection via CLIP

The Informational Cost of Agency: A Bounded Measure of Interaction Efficiency for Deployed Reinforcement Learning

Receipt and verification

First computed	2026-07-05T12:01:48.346766Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ddcf286db4b27a7f3f427abcc11f9e9e396f845353659c886e8a0c2357766af2

Aliases

arxiv: 2508.21715 · arxiv_version: 2508.21715v1 · doi: 10.48550/arxiv.2508.21715 · pith_short_12: 3XHSQ3NUWJ5H · pith_short_16: 3XHSQ3NUWJ5H6P2C · pith_short_8: 3XHSQ3NU

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/3XHSQ3NUWJ5H6P2CPK6MCH46TY \
  | 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: ddcf286db4b27a7f3f427abcc11f9e9e396f845353659c886e8a0c2357766af2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e2154735c7e875be16b6b7ae33348788540d5f34aafc3b49ecba47373ffe677",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.IT",
      "eess.IV",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-29T15:33:45Z",
    "title_canon_sha256": "445af7ecdee1834e3aa072732bb29218046a486dcb05867db2e02166980aa7fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.21715",
    "kind": "arxiv",
    "version": 1
  }
}