Pith Number

pith:TNOJDUH4

pith:2026:TNOJDUH4KA3VGQ6CRKY5RV7S7N

not attested not anchored not stored refs pending

SAMD: A Tool for Identifying False Data Injection Scenarios in AI/ML-enabled Medical Devices

Athish Pranav Dharmalingam, Gargi Mitra, Homa Alemzadeh, Karthik Pattabiraman, Mohammadreza Hallajiyan, Shahrear Iqbal, Xueren Ge

arxiv:2605.29210 v1 · 2026-05-28 · 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{TNOJDUH4KA3VGQ6CRKY5RV7S7N}

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	2026-05-29T01:05:24.525580Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b5c91d0fc50375343c28ab1d8d7f2fb69969f315b62215741b1f43b86bda977

Aliases

arxiv: 2605.29210 · arxiv_version: 2605.29210v1 · doi: 10.48550/arxiv.2605.29210 · pith_short_12: TNOJDUH4KA3V · pith_short_16: TNOJDUH4KA3VGQ6C · pith_short_8: TNOJDUH4

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/TNOJDUH4KA3VGQ6CRKY5RV7S7N \
  | 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: 9b5c91d0fc50375343c28ab1d8d7f2fb69969f315b62215741b1f43b86bda977

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85458c4d5bcbe087531cdbf59a35e7b4034979660d71ba625c5e0f472cffb191",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-05-28T00:44:11Z",
    "title_canon_sha256": "0b682d3ef1840a4d0cfd1ada9f73e8cecf7bb9604552fe1b680d4728a33ecc67"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.29210",
    "kind": "arxiv",
    "version": 1
  }
}