Pith Number

pith:AAIGD2KW

pith:2020:AAIGD2KWQRLQD6YEXRECV4CIRD

not attested not anchored not stored refs pending

Secure and Robust Machine Learning for Healthcare: A Survey

Adnan Qayyum, Ala Al-Fuqaha, Junaid Qadir, Muhammad Bilal

arxiv:2001.08103 v1 · 2020-01-21 · cs.LG · eess.IV · 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{AAIGD2KWQRLQD6YEXRECV4CIRD}

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	2026-07-05T00:35:07.815227Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

001061e956845701fb04bc482af04888e2cc615cb71d81f5da74979e6bdaa29e

Aliases

arxiv: 2001.08103 · arxiv_version: 2001.08103v1 · doi: 10.48550/arxiv.2001.08103 · pith_short_12: AAIGD2KWQRLQ · pith_short_16: AAIGD2KWQRLQD6YE · pith_short_8: AAIGD2KW

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/AAIGD2KWQRLQD6YEXRECV4CIRD \
  | 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: 001061e956845701fb04bc482af04888e2cc615cb71d81f5da74979e6bdaa29e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4af78bf865e9a0f838103ce348961641560808e1ef72837d2b9ec416a94a7535",
    "cross_cats_sorted": [
      "eess.IV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-01-21T08:12:36Z",
    "title_canon_sha256": "28eae397ad7b44de40d7a6ef73e72d4c5ac87849a5aa39070352f166123a06a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.08103",
    "kind": "arxiv",
    "version": 1
  }
}