Pith Number

pith:QCPMRYFC

pith:2022:QCPMRYFCQU7YWZZNRJNQVDI4RR

not attested not anchored not stored refs pending

A Practical Introduction to Side-Channel Extraction of Deep Neural Network Parameters

Jean-Baptiste Rigaud, Pierre-Alain Moellic, Raphael Joud, Simon Pontie

arxiv:2211.05590 v1 · 2022-11-10 · cs.CR · 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{QCPMRYFCQU7YWZZNRJNQVDI4RR}

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	2026-07-05T05:15:06.035855Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

809ec8e0a2853f8b672d8a5b0a8d1c8c44fe202eef498dbe4928b463e8527c49

Aliases

arxiv: 2211.05590 · arxiv_version: 2211.05590v1 · doi: 10.48550/arxiv.2211.05590 · pith_short_12: QCPMRYFCQU7Y · pith_short_16: QCPMRYFCQU7YWZZN · pith_short_8: QCPMRYFC

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/QCPMRYFCQU7YWZZNRJNQVDI4RR \
  | 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: 809ec8e0a2853f8b672d8a5b0a8d1c8c44fe202eef498dbe4928b463e8527c49

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "09c2e84d3a074d2ad16de98f9093605a3c03110ea7510dfa42e3b9dc24cefe42",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-11-10T14:02:39Z",
    "title_canon_sha256": "ba6e052951ecb0d24cbfd57ec396cbf044b8d59edb2764b574778c51af085b33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.05590",
    "kind": "arxiv",
    "version": 1
  }
}