Pith Number

pith:BD4GTLDQ

pith:2019:BD4GTLDQEK37GH6264CSEYJ3I5

not attested not anchored not stored refs pending

Snooping Attacks on Deep Reinforcement Learning

Hai Li, Matthew Inkawhich, Yiran Chen

arxiv:1905.11832 v2 · 2019-05-28 · cs.LG · cs.CV · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BD4GTLDQEK37GH6264CSEYJ3I5}

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	2026-07-05T00:33:43.735347Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

08f869ac7022b7f31fdaf70522613b4757b242635cbd39e0d7138e7eabcf3252

Aliases

arxiv: 1905.11832 · arxiv_version: 1905.11832v2 · doi: 10.48550/arxiv.1905.11832 · pith_short_12: BD4GTLDQEK37 · pith_short_16: BD4GTLDQEK37GH62 · pith_short_8: BD4GTLDQ

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/BD4GTLDQEK37GH6264CSEYJ3I5 \
  | 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: 08f869ac7022b7f31fdaf70522613b4757b242635cbd39e0d7138e7eabcf3252

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96f178cf0c48f7baf548a7b33efdf5706e4ac541a6bb248ddd1920c492067741",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-28T14:11:16Z",
    "title_canon_sha256": "35bc31864f37a4e9a26aa487b4fdb96a02f50f7d75fdc91b741cdca37279c3ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.11832",
    "kind": "arxiv",
    "version": 2
  }
}