Pith Number

pith:XZ4PL7QJ

pith:2022:XZ4PL7QJN3Y4AF32IIOOFPQUZW

not attested not anchored not stored refs pending

How explainable are adversarially-robust CNNs?

Anh Nguyen, Lars Kotthoff, Mehdi Nourelahi, Peijie Chen

arxiv:2205.13042 v2 · 2022-05-25 · cs.CV · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XZ4PL7QJN3Y4AF32IIOOFPQUZW}

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

1 paper in Pith

Assessing the Noise Robustness of Class Activation Maps: A Framework for Reliable Model Interpretability

Receipt and verification

First computed	2026-07-05T06:17:00.158841Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be78f5fe096ef1c0177a421ce2be14cdbbb73e6527923490ecd03bc33844a620

Aliases

arxiv: 2205.13042 · arxiv_version: 2205.13042v2 · doi: 10.48550/arxiv.2205.13042 · pith_short_12: XZ4PL7QJN3Y4 · pith_short_16: XZ4PL7QJN3Y4AF32 · pith_short_8: XZ4PL7QJ

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/XZ4PL7QJN3Y4AF32IIOOFPQUZW \
  | 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: be78f5fe096ef1c0177a421ce2be14cdbbb73e6527923490ecd03bc33844a620

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7e4727fe72084ece4a5a1c95c4c692f34a37bb0d92e0d83974086ba125e7cd2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-05-25T20:24:19Z",
    "title_canon_sha256": "18c69383d73cd6f81c3421ca81718335adf012bf10823432382c24a23bfad73c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.13042",
    "kind": "arxiv",
    "version": 2
  }
}