Pith Number

pith:AEARVIFC

pith:2024:AEARVIFCD5DF6KHXPFZOZV7ZHL

not attested not anchored not stored refs pending

Theoretical Corrections and the Leveraging of Reinforcement Learning to Enhance Triangle Attack

Caiwen Ding, Caleb Manicke, David Chen, Kaleel Mahmood, Nicole Meng, Pengyu Hong, Yingjie Lao

arxiv:2411.12071 v1 · 2024-11-18 · 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{AEARVIFCD5DF6KHXPFZOZV7ZHL}

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	2026-07-05T09:37:43.604364Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01011aa0a21f465f28f77972ecd7f93acfc36251acc2414b8cdc3580c4785927

Aliases

arxiv: 2411.12071 · arxiv_version: 2411.12071v1 · doi: 10.48550/arxiv.2411.12071 · pith_short_12: AEARVIFCD5DF · pith_short_16: AEARVIFCD5DF6KHX · pith_short_8: AEARVIFC

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/AEARVIFCD5DF6KHXPFZOZV7ZHL \
  | 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: 01011aa0a21f465f28f77972ecd7f93acfc36251acc2414b8cdc3580c4785927

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fde5373d9cd6e6fcbf607b1fa9cbbda953b769ff30f9476ae0342bb705d59552",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-18T21:31:24Z",
    "title_canon_sha256": "ee7d55cbaea407b6b9d9918eea0b4c6452567824034e9e879af8bb819d769923"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.12071",
    "kind": "arxiv",
    "version": 1
  }
}