Pith Number

pith:LGSZVGMK

pith:2018:LGSZVGMKMSBCUFZXNVGIXCURKB

not attested not anchored not stored refs pending

Improving DNN Robustness to Adversarial Attacks using Jacobian Regularization

Daniel Jakubovitz, Raja Giryes

arxiv:1803.08680 v4 · 2018-03-23 · cs.LG · cs.CR · cs.CV · 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{LGSZVGMKMSBCUFZXNVGIXCURKB}

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	2026-05-17T23:44:59.776237Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59a59a998a64822a17376d4c8b8a915050c41d8d58af9f607fa3107fd4ccb166

Aliases

arxiv: 1803.08680 · arxiv_version: 1803.08680v4 · doi: 10.48550/arxiv.1803.08680 · pith_short_12: LGSZVGMKMSBC · pith_short_16: LGSZVGMKMSBCUFZX · pith_short_8: LGSZVGMK

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/LGSZVGMKMSBCUFZXNVGIXCURKB \
  | 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: 59a59a998a64822a17376d4c8b8a915050c41d8d58af9f607fa3107fd4ccb166

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19a0b9f6d5bf161686ae2711102abacd42940f94a836b4c34d4ab79e24aa146a",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-03-23T07:57:04Z",
    "title_canon_sha256": "71846ab06681fecd0386dc28bdfd66a2a20579cc50e960022664be60e4a98a8e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.08680",
    "kind": "arxiv",
    "version": 4
  }
}