Pith Number

pith:LRWVY5IV

pith:2025:LRWVY5IVOFPCYK6F35TRQKE4PL

not attested not anchored not stored refs pending

Entropy-Guided Attention for Private LLMs

Brandon Reagen, Nandan Kumar Jha

arxiv:2501.03489 v2 · 2025-01-07 · 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{LRWVY5IVOFPCYK6F35TRQKE4PL}

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

HRVConformer: Neonatal Hypoxic-Ischemic Encephalopathy Classification from the Heart Rate signals

Gradient Flow Structure and Quantitative Dynamics of Multi-Head Self-Attention

Receipt and verification

First computed	2026-07-05T09:58:44.826828Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c6d5c7515715e2c2bc5df6718289c7ac5640c9ab00e0ddea679750484178f8c

Aliases

arxiv: 2501.03489 · arxiv_version: 2501.03489v2 · doi: 10.48550/arxiv.2501.03489 · pith_short_12: LRWVY5IVOFPC · pith_short_16: LRWVY5IVOFPCYK6F · pith_short_8: LRWVY5IV

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/LRWVY5IVOFPCYK6F35TRQKE4PL \
  | 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: 5c6d5c7515715e2c2bc5df6718289c7ac5640c9ab00e0ddea679750484178f8c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0ec01868ed86033eab7e1f39cdd2bff8f08d1e3a9b71d75ab5bb91beda56b3b",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-07T03:17:47Z",
    "title_canon_sha256": "d3826bec34d71b714444d1f7982e9dd0059697c7a179f4cbfe3856d04c160fa5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.03489",
    "kind": "arxiv",
    "version": 2
  }
}