Pith Number

pith:PKSXW2E3

pith:2023:PKSXW2E3E5W2BQSB5NNR3RMV6L

not attested not anchored not stored refs pending

Improving Adversarial Transferability via Model Alignment

Amir-massoud Farahmand, Avery Ma, Jindong Gu, Philip Torr, Yangchen Pan

arxiv:2311.18495 v2 · 2023-11-30 · cs.LG · 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{PKSXW2E3E5W2BQSB5NNR3RMV6L}

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	2026-07-05T08:44:49.427037Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7aa57b689b276da0c241eb5b1dc595f2e347eb2f4c683dabacd4d161aee67e0c

Aliases

arxiv: 2311.18495 · arxiv_version: 2311.18495v2 · doi: 10.48550/arxiv.2311.18495 · pith_short_12: PKSXW2E3E5W2 · pith_short_16: PKSXW2E3E5W2BQSB · pith_short_8: PKSXW2E3

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/PKSXW2E3E5W2BQSB5NNR3RMV6L \
  | 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: 7aa57b689b276da0c241eb5b1dc595f2e347eb2f4c683dabacd4d161aee67e0c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b4358aff792b91ee4ca0c910f56564361a1df88cf8cebe27223f2b718e41108",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-30T12:15:49Z",
    "title_canon_sha256": "a60bc4e31f84d756285617d50f7530cdb4d6deb00356718e8d92e59ae771c5ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.18495",
    "kind": "arxiv",
    "version": 2
  }
}