Pith Number

pith:KH2NOWD7

pith:2022:KH2NOWD7TB3VUQGDE47FDOKYBK

not attested not anchored not stored refs pending

Special Session: Towards an Agile Design Methodology for Efficient, Reliable, and Secure ML Systems

Alberto Marchisio, Amira Guesmi, Aviral Shrivastava, Ihsen Alouani, Muhammad Abdullah Hanif, Muhammad Shafique, Shail Dave

arxiv:2204.09514 v1 · 2022-04-18 · cs.AR · cs.CR · cs.CV · cs.DC · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KH2NOWD7TB3VUQGDE47FDOKYBK}

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	2026-07-05T04:32:58.919820Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51f4d7587f98775a40c3273e51b9580a97bf30a69e97259d369ec51a1f663680

Aliases

arxiv: 2204.09514 · arxiv_version: 2204.09514v1 · doi: 10.48550/arxiv.2204.09514 · pith_short_12: KH2NOWD7TB3V · pith_short_16: KH2NOWD7TB3VUQGD · pith_short_8: KH2NOWD7

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/KH2NOWD7TB3VUQGDE47FDOKYBK \
  | 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: 51f4d7587f98775a40c3273e51b9580a97bf30a69e97259d369ec51a1f663680

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "69a3ae9d2d83eac38ebb7d95e1cb48863587d99e6311538cc84c1719e5102536",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV",
      "cs.DC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2022-04-18T17:29:46Z",
    "title_canon_sha256": "a1073f804be7d8dfea0e303af8754e96b0124abd6d565442060c477b86f9a04a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.09514",
    "kind": "arxiv",
    "version": 1
  }
}