Pith Number

pith:XNV6EEAZ

pith:2022:XNV6EEAZ32LRXNIAU4UVXYDRQD

not attested not anchored not stored refs pending

MixNN: A design for protecting deep learning models

Chao Liu, Hao Chen, Rui Jin, Yusen Wu

arxiv:2203.14803 v2 · 2022-03-28 · cs.DC · 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{XNV6EEAZ32LRXNIAU4UVXYDRQD}

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	2026-07-05T04:15:15.151285Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb6be21019de971bb500a7295be07180fbd98613a8cc5b0b8386919316d42db6

Aliases

arxiv: 2203.14803 · arxiv_version: 2203.14803v2 · doi: 10.48550/arxiv.2203.14803 · pith_short_12: XNV6EEAZ32LR · pith_short_16: XNV6EEAZ32LRXNIA · pith_short_8: XNV6EEAZ

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/XNV6EEAZ32LRXNIAU4UVXYDRQD \
  | 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: bb6be21019de971bb500a7295be07180fbd98613a8cc5b0b8386919316d42db6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "742ea31e5139fac0cd35ad1e4a00c76ae49a1fdadf518c64f2c56a3d9afb6d34",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2022-03-28T14:44:35Z",
    "title_canon_sha256": "bd4a13280eba4aa997c95c1fa825f1ed1c20efccba6a12000a5f91c680653e33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.14803",
    "kind": "arxiv",
    "version": 2
  }
}