Pith Number

pith:KAFZ4G7S

pith:2021:KAFZ4G7S6PIL2Z2G4SSAVVAKNE

not attested not anchored not stored refs pending

Attack-Centric Approach for Evaluating Transferability of Adversarial Samples in Machine Learning Models

Ismail Akturk, Tochukwu Idika

arxiv:2112.01777 v1 · 2021-12-03 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KAFZ4G7S6PIL2Z2G4SSAVVAKNE}

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	2026-07-05T03:37:32.211565Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

500b9e1bf2f3d0bd6746e4a40ad40a693e70ff8121ecd8b6313629fe6cb33a3b

Aliases

arxiv: 2112.01777 · arxiv_version: 2112.01777v1 · doi: 10.48550/arxiv.2112.01777 · pith_short_12: KAFZ4G7S6PIL · pith_short_16: KAFZ4G7S6PIL2Z2G · pith_short_8: KAFZ4G7S

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/KAFZ4G7S6PIL2Z2G4SSAVVAKNE \
  | 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: 500b9e1bf2f3d0bd6746e4a40ad40a693e70ff8121ecd8b6313629fe6cb33a3b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cdbd2dd6e39392539d6d323d5542d9abd6259111474229b6aeaf704fb4149cce",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-03T08:24:23Z",
    "title_canon_sha256": "cbce9596ecc6a1be25030b42572c862828161e34b9d9525903068e69da9eb569"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.01777",
    "kind": "arxiv",
    "version": 1
  }
}