Pith Number

pith:MLO4M32F

pith:2017:MLO4M32F3MVHSAF4ML75WMO4GS

not attested not anchored not stored refs pending

MAT: A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks

Chang Song, Chunpeng Wu, Hai Li, Hsin-Pai Cheng, Huanrui Yang, Qing Wu, Sicheng Li, Yiran Chen

arxiv:1705.09764 v2 · 2017-05-27 · 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{MLO4M32F3MVHSAF4ML75WMO4GS}

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	2026-05-18T00:16:09.048500Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62ddc66f45db2a7900bc62ffdb31dc34b8908c1222b30a393d56a3b6a5c523f5

Aliases

arxiv: 1705.09764 · arxiv_version: 1705.09764v2 · doi: 10.48550/arxiv.1705.09764 · pith_short_12: MLO4M32F3MVH · pith_short_16: MLO4M32F3MVHSAF4 · pith_short_8: MLO4M32F

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/MLO4M32F3MVHSAF4ML75WMO4GS \
  | 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: 62ddc66f45db2a7900bc62ffdb31dc34b8908c1222b30a393d56a3b6a5c523f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa748b5936796b63a8f5684e757e6e8d6fc07e1f543de0c67afd7ef4cf88140e",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-05-27T04:29:04Z",
    "title_canon_sha256": "23014d82fc2b4487c3880d5f009d81124e7f4202bfe9b34ca1ca9a41a26bdabe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.09764",
    "kind": "arxiv",
    "version": 2
  }
}