Pith Number

pith:MPCWK2AM

pith:2022:MPCWK2AMYE22U3TO2W5OPHG244

not attested not anchored not stored refs pending

I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences

Andreas Rauber, Daryna Oliynyk, Rudolf Mayer

arxiv:2206.08451 v2 · 2022-06-16 · cs.LG · cs.AI · 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{MPCWK2AMYE22U3TO2W5OPHG244}

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	2026-07-05T06:17:37.827451Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63c565680cc135aa6e6ed5bae79cdae725210f2b30cf9e6a662d7b6ea915500b

Aliases

arxiv: 2206.08451 · arxiv_version: 2206.08451v2 · doi: 10.48550/arxiv.2206.08451 · pith_short_12: MPCWK2AMYE22 · pith_short_16: MPCWK2AMYE22U3TO · pith_short_8: MPCWK2AM

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/MPCWK2AMYE22U3TO2W5OPHG244 \
  | 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: 63c565680cc135aa6e6ed5bae79cdae725210f2b30cf9e6a662d7b6ea915500b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29de56b700972784d42a98c2b175163dd2d26a2bee67f7f671a5c3a0b70672c7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-16T21:16:41Z",
    "title_canon_sha256": "403c58c75c5e4402acd0713b4ad72cd2be3471aa5ae3a2f249a69bc9255c7035"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.08451",
    "kind": "arxiv",
    "version": 2
  }
}