Pith Number

pith:DEI4RLNQ

pith:2025:DEI4RLNQBDBEBQDKEYGL5JHH3Y

not attested not anchored not stored refs pending

NAT: Learning to Attack Neurons for Enhanced Adversarial Transferability

Alexandre Alahi, Krishna Kanth Nakka

arxiv:2508.16937 v1 · 2025-08-23 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DEI4RLNQBDBEBQDKEYGL5JHH3Y}

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.

Receipt and verification

First computed	2026-07-05T11:58:06.720492Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1911c8adb008c240c06a260cbea4e7de270a8d6b78789a028ad332b1da7e142b

Aliases

arxiv: 2508.16937 · arxiv_version: 2508.16937v1 · doi: 10.48550/arxiv.2508.16937 · pith_short_12: DEI4RLNQBDBE · pith_short_16: DEI4RLNQBDBEBQDK · pith_short_8: DEI4RLNQ

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/DEI4RLNQBDBEBQDKEYGL5JHH3Y \
  | 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: 1911c8adb008c240c06a260cbea4e7de270a8d6b78789a028ad332b1da7e142b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b3cb861abb7088ef8f27db0387535fb49e66632d6f37377c4f512cf7de916827",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-23T08:06:31Z",
    "title_canon_sha256": "28286bd9d2be624afb2f29e948e81966f6d2630316ff0ae706a02696415ece3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.16937",
    "kind": "arxiv",
    "version": 1
  }
}