Pith Number

pith:BHNNYW4Q

pith:2020:BHNNYW4QRV4FI7XJIPJS5E4DNF

not attested not anchored not stored refs pending

Do Adversarially Robust ImageNet Models Transfer Better?

Aleksander Madry, Andrew Ilyas, Ashish Kapoor, Hadi Salman, Logan Engstrom

arxiv:2007.08489 v2 · 2020-07-16 · cs.CV · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BHNNYW4QRV4FI7XJIPJS5E4DNF}

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

Adversarial Examples Are Not Bugs, They Are Superposition

Receipt and verification

First computed	2026-07-05T01:57:52.720985Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09dadc5b908d78547ee943d32e9383696e6bd3e542ea59dbd7ae8a609120da78

Aliases

arxiv: 2007.08489 · arxiv_version: 2007.08489v2 · doi: 10.48550/arxiv.2007.08489 · pith_short_12: BHNNYW4QRV4F · pith_short_16: BHNNYW4QRV4FI7XJ · pith_short_8: BHNNYW4Q

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/BHNNYW4QRV4FI7XJIPJS5E4DNF \
  | 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: 09dadc5b908d78547ee943d32e9383696e6bd3e542ea59dbd7ae8a609120da78

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0fc7440dec430898239a45cdb6c45bcb764f6e5968c8b7329602e27af9382796",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-07-16T17:42:40Z",
    "title_canon_sha256": "44f5c2f7ec8ce9c307976e615b6f8e1827ef0fb15ac6da8c02ba7ad130558784"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.08489",
    "kind": "arxiv",
    "version": 2
  }
}