Pith Number

pith:TUUAGNNT

pith:2026:TUUAGNNTX5ENAIBQN5KESIATRH

not attested not anchored not stored refs pending

Efficient Adversarial Attacks on High-dimensional Offline Bandits

Amir Najafi, Mahdieh Soleymani Baghshah, Seyed Mohammad Hadi Hosseini

arxiv:2602.01658 v2 · 2026-02-02 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TUUAGNNTX5ENAIBQN5KESIATRH}

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	2026-06-04T01:08:41.123210Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d280335b3bf48d020306f5449201389d06992eed751f316838593ab70c722d7

Aliases

arxiv: 2602.01658 · arxiv_version: 2602.01658v2 · doi: 10.48550/arxiv.2602.01658 · pith_short_12: TUUAGNNTX5EN · pith_short_16: TUUAGNNTX5ENAIBQ · pith_short_8: TUUAGNNT

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/TUUAGNNTX5ENAIBQN5KESIATRH \
  | 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: 9d280335b3bf48d020306f5449201389d06992eed751f316838593ab70c722d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7fc62b4134d9458e6385a3b6ba35125feb5d9ba25c39fa3a8075a5314982ff2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-02T05:24:31Z",
    "title_canon_sha256": "e89eaeb63f11107376ae00b1b467625f86fc8b1fd67ca027c10d9c2984a81f6b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.01658",
    "kind": "arxiv",
    "version": 2
  }
}