Pith Number

pith:YUYWCIA6

pith:2023:YUYWCIA6ZJMFXQWSO4ZR2FYVBC

not attested not anchored not stored refs pending

Adversarial Attacks on Adversarial Bandits

Yuzhe Ma, Zhijin Zhou

arxiv:2301.12595 v1 · 2023-01-30 · 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{YUYWCIA6ZJMFXQWSO4ZR2FYVBC}

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.

Cited by

2 papers in Pith

Practical Adversarial Attacks on Stochastic Bandits via Fake Data Injection

Efficient Preference Poisoning Attack on Offline RLHF

Receipt and verification

First computed	2026-07-05T05:36:55.619667Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c53161201eca585bc2d277331d171508bdd2b2f0718e21981b2181e99bff33df

Aliases

arxiv: 2301.12595 · arxiv_version: 2301.12595v1 · doi: 10.48550/arxiv.2301.12595 · pith_short_12: YUYWCIA6ZJMF · pith_short_16: YUYWCIA6ZJMFXQWS · pith_short_8: YUYWCIA6

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/YUYWCIA6ZJMFXQWSO4ZR2FYVBC \
  | 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: c53161201eca585bc2d277331d171508bdd2b2f0718e21981b2181e99bff33df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5a6e9adda3561bbd1365db756fbf836e718a6a0a6c64a46c317d5c9e95ae40e",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-30T00:51:39Z",
    "title_canon_sha256": "454b7a3ee2be1f769e5710cdab046763bb546b2d088c67dc5a4ed2da6fb0b610"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.12595",
    "kind": "arxiv",
    "version": 1
  }
}