Pith Number

pith:W5EJV7LT

pith:2021:W5EJV7LTVSUOCAO67KUS2XHHMY

not attested not anchored not stored refs pending

Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning

Alexander Wong, Doina Precup, Hossein Aboutalebi, Maziar Gomrokchi, Susan Amin

arxiv:2109.03975 v3 · 2021-09-08 · cs.LG · 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{W5EJV7LTVSUOCAO67KUS2XHHMY}

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	2026-07-05T05:16:31.459248Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7489afd73aca8e101defaa92d5ce7660d7386aa1b20b7ab0e9f964754a878c9

Aliases

arxiv: 2109.03975 · arxiv_version: 2109.03975v3 · doi: 10.48550/arxiv.2109.03975 · pith_short_12: W5EJV7LTVSUO · pith_short_16: W5EJV7LTVSUOCAO6 · pith_short_8: W5EJV7LT

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/W5EJV7LTVSUOCAO67KUS2XHHMY \
  | 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: b7489afd73aca8e101defaa92d5ce7660d7386aa1b20b7ab0e9f964754a878c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d5a6db424ad6f0965a2863ea25e94cfd673e1f3318102e7599de74b34c94b12",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-08T23:44:57Z",
    "title_canon_sha256": "00d9926d11d2978766a36e8b3a10aeb820c33280697f6a57a3b59069adcba0fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.03975",
    "kind": "arxiv",
    "version": 3
  }
}