Pith Number

pith:ASH5652E

pith:2019:ASH5652EHHX6TA7NT3RJMSQUG5

not attested not anchored not stored refs pending

Data Poisoning Attacks on Stochastic Bandits

Fang Liu, Ness Shroff

arxiv:1905.06494 v1 · 2019-05-16 · cs.LG · cs.CR · 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{ASH5652EHHX6TA7NT3RJMSQUG5}

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	2026-05-17T23:46:02.183360Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

048fdf774439efe983ed9ee2964a1437789979142933d1732a2a78bdbf585241

Aliases

arxiv: 1905.06494 · arxiv_version: 1905.06494v1 · doi: 10.48550/arxiv.1905.06494 · pith_short_12: ASH5652EHHX6 · pith_short_16: ASH5652EHHX6TA7N · pith_short_8: ASH5652E

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/ASH5652EHHX6TA7NT3RJMSQUG5 \
  | 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: 048fdf774439efe983ed9ee2964a1437789979142933d1732a2a78bdbf585241

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04779cb4e2dcb572484126dfc5b025ae6a72c4bda0fd19d69cee88963882bb5a",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-16T01:54:31Z",
    "title_canon_sha256": "3a0a378f78abd5d0db342b64032793e76e22b663fcaa1a0bb87a37b43ae910ed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.06494",
    "kind": "arxiv",
    "version": 1
  }
}