Pith Number

pith:HH46T4HM

pith:2017:HH46T4HM5DSU55XVUKAJOW2AM3

not attested not anchored not stored refs pending

Biologically inspired protection of deep networks from adversarial attacks

Aran Nayebi, Surya Ganguli

arxiv:1703.09202 v1 · 2017-03-27 · stat.ML · cs.LG · q-bio.NC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HH46T4HM5DSU55XVUKAJOW2AM3}

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

Defending Adversarial Attacks by Correcting logits

Receipt and verification

First computed	2026-05-18T00:47:53.969808Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39f9e9f0ece8e54ef6f5a280975b4066cf61d387f8cde79a1af1843d5aa617d9

Aliases

arxiv: 1703.09202 · arxiv_version: 1703.09202v1 · doi: 10.48550/arxiv.1703.09202 · pith_short_12: HH46T4HM5DSU · pith_short_16: HH46T4HM5DSU55XV · pith_short_8: HH46T4HM

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/HH46T4HM5DSU55XVUKAJOW2AM3 \
  | 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: 39f9e9f0ece8e54ef6f5a280975b4066cf61d387f8cde79a1af1843d5aa617d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bac7e0877dc827c677993ea3b89ea74ec0ce9fa998e336ab592191186925f585",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.NC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-03-27T17:45:07Z",
    "title_canon_sha256": "7c7cf9ea3b5ebade999bfd2a31539b29ad86e01ba30496379489674b969ac890"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.09202",
    "kind": "arxiv",
    "version": 1
  }
}