Pith Number

pith:AT5D6STL

pith:2021:AT5D6STLQXN5T6JVSEDDYXFIHE

not attested not anchored not stored refs pending

Machine Learning with Electronic Health Records is vulnerable to Backdoor Trigger Attacks

Akshay Mehra, Byunggill Joe, Insik Shin, Jihun Hamm

arxiv:2106.07925 v1 · 2021-06-15 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AT5D6STLQXN5T6JVSEDDYXFIHE}

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.

Cited by

1 paper in Pith

ROAST: Risk-aware Outlier-exposure for Adversarial Selective Training of Anomaly Detectors Against Evasion Attacks

Receipt and verification

First computed	2026-07-05T02:49:35.609445Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04fa3f4a6b85dbd9f93591063c5ca839289571142639723850e7045ac8880569

Aliases

arxiv: 2106.07925 · arxiv_version: 2106.07925v1 · doi: 10.48550/arxiv.2106.07925 · pith_short_12: AT5D6STLQXN5 · pith_short_16: AT5D6STLQXN5T6JV · pith_short_8: AT5D6STL

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/AT5D6STLQXN5T6JVSEDDYXFIHE \
  | 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: 04fa3f4a6b85dbd9f93591063c5ca839289571142639723850e7045ac8880569

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d56c1c510a233c794b94eee9a0bbcc2af42005c1e809086cc0fe76dbc8e7e5b4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-15T07:27:39Z",
    "title_canon_sha256": "954e4e4333b16771baee97cc84a44a10219992c6629968ee064d4d0c1c98bf3a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.07925",
    "kind": "arxiv",
    "version": 1
  }
}