Pith Number

pith:U7TI2R3X

pith:2025:U7TI2R3XZSYPQCJNUAD6SLHZNR

not attested not anchored not stored refs pending

Cryptanalysis via Machine Learning Based Information Theoretic Metrics

Alejandro Cohen, Benjamin D. Kim, Muriel M\'edard, Rafael G. L. D'Oliveira, Thomas Stahlbuhk, Vipindev Adat Vasudevan

arxiv:2501.15076 v1 · 2025-01-25 · cs.CR · cs.IT · cs.LG · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U7TI2R3XZSYPQCJNUAD6SLHZNR}

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

3 papers in Pith

Selective Token-Level Cryptographic Redaction for Privacy-Preserving Clinical Deployment of Large Language Models

Optimal Guarantees for Auditing R\'enyi Differentially Private Machine Learning

Evaluating PQC KEMs, Combiners, and Cascade Encryption via Adaptive IND-CPA Testing Using Deep Learning

Receipt and verification

First computed	2026-07-05T10:05:24.041245Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a7e68d4777ccb0f8092da007e92cf96c6e30424caba6319a0c20ff3f0cf2b5ee

Aliases

arxiv: 2501.15076 · arxiv_version: 2501.15076v1 · doi: 10.48550/arxiv.2501.15076 · pith_short_12: U7TI2R3XZSYP · pith_short_16: U7TI2R3XZSYPQCJN · pith_short_8: U7TI2R3X

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/U7TI2R3XZSYPQCJNUAD6SLHZNR \
  | 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: a7e68d4777ccb0f8092da007e92cf96c6e30424caba6319a0c20ff3f0cf2b5ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0fcde9012f0a9b0707632de861dc0ea2522117fe3ab0f8eb2ae5e4168fe60ba",
    "cross_cats_sorted": [
      "cs.IT",
      "cs.LG",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-01-25T04:53:36Z",
    "title_canon_sha256": "51a6177cc2a68ab7cb93ed1a53991f396a65eefdb10640529b5959585634e4b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.15076",
    "kind": "arxiv",
    "version": 1
  }
}