Pith Number

pith:D2HTEXCF

pith:2018:D2HTEXCFYIG74Z7M73FEP2QA3B

not attested not anchored not stored refs pending

Defending against Adversarial Attack towards Deep Neural Networks via Collaborative Multi-task Training

Chaoran Li, Derek Wang, Sheng Wen, Surya Nepal, Yang Xiang

arxiv:1803.05123 v4 · 2018-03-14 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D2HTEXCFYIG74Z7M73FEP2QA3B}

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	2026-07-05T01:21:44.817650Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e8f325c45c20dfe67ecfeca47ea00d8789cc1557879e1770dcb32665d44ee28

Aliases

arxiv: 1803.05123 · arxiv_version: 1803.05123v4 · doi: 10.48550/arxiv.1803.05123 · pith_short_12: D2HTEXCFYIG7 · pith_short_16: D2HTEXCFYIG74Z7M · pith_short_8: D2HTEXCF

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/D2HTEXCFYIG74Z7M73FEP2QA3B \
  | 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: 1e8f325c45c20dfe67ecfeca47ea00d8789cc1557879e1770dcb32665d44ee28

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c89329e9d997f53499fd65a9a88d55d62b03b0b537f99cfb24af18462d8ceb5",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-03-14T03:41:18Z",
    "title_canon_sha256": "33bb337328f33c540802831a21a0dc83f87bc8f9858cc576d05d626a7e8fc4ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.05123",
    "kind": "arxiv",
    "version": 4
  }
}