Pith Number

pith:AWV5PX2H

pith:2019:AWV5PX2HQHKX2OOZQ3LPFRUYP6

not attested not anchored not stored refs pending

Understanding Adversarial Attacks on Deep Learning Based Medical Image Analysis Systems

Feng Lu, James Bailey, Lin Gu, Xingjun Ma, Yisen Wang, Yitian Zhao, Yuhao Niu

arxiv:1907.10456 v2 · 2019-07-24 · cs.CV · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AWV5PX2HQHKX2OOZQ3LPFRUYP6}

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	2026-07-05T02:54:27.421181Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05abd7df4781d57d39d986d6f2c6987f95027fabaea93c955d546508ce3a1bfc

Aliases

arxiv: 1907.10456 · arxiv_version: 1907.10456v2 · doi: 10.48550/arxiv.1907.10456 · pith_short_12: AWV5PX2HQHKX · pith_short_16: AWV5PX2HQHKX2OOZ · pith_short_8: AWV5PX2H

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/AWV5PX2HQHKX2OOZQ3LPFRUYP6 \
  | 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: 05abd7df4781d57d39d986d6f2c6987f95027fabaea93c955d546508ce3a1bfc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df881d3e36bcb82c76511ad298b2aebd823477c119c1aea4151319dfa2b4d831",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-07-24T14:04:13Z",
    "title_canon_sha256": "7c21e30fdc4327f7445a52930c35c01f61f463e54ffb375eb98aec3b4282afa2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.10456",
    "kind": "arxiv",
    "version": 2
  }
}