Pith Number

pith:2NA5KYSB

pith:2022:2NA5KYSBQM7RNBBAGZVHVIL74K

not attested not anchored not stored refs pending

New Challenges in Reinforcement Learning: A Survey of Security and Privacy

Dayong Ye, Sheng Shen, Tianqing Zhu, Wanlei Zhou, Yulei Sui, Yunjiao Lei

arxiv:2301.00188 v1 · 2022-12-31 · 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{2NA5KYSBQM7RNBBAGZVHVIL74K}

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	2026-07-05T05:29:43.814090Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d341d56241833f168420366a7aa17fe2a38df9119257790942e668889000a7c6

Aliases

arxiv: 2301.00188 · arxiv_version: 2301.00188v1 · doi: 10.48550/arxiv.2301.00188 · pith_short_12: 2NA5KYSBQM7R · pith_short_16: 2NA5KYSBQM7RNBBA · pith_short_8: 2NA5KYSB

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/2NA5KYSBQM7RNBBAGZVHVIL74K \
  | 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: d341d56241833f168420366a7aa17fe2a38df9119257790942e668889000a7c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c70df00fead5dc60543a7589cbf6fec9801aa8487c0f5f17ed293aff0b6fa303",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-31T12:30:43Z",
    "title_canon_sha256": "6f1c48e9ed8dea3a80428f6d134f49782de111a5cfb8218a96bc9ba8b539cf5f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.00188",
    "kind": "arxiv",
    "version": 1
  }
}