Pith Number

pith:B7NRBQP3

pith:2025:B7NRBQP3VDOKNV6OJIFDJXR2EL

not attested not anchored not stored refs pending

EIM-TRNG: Obfuscating Deep Neural Network Weights with Encoding-in-Memory True Random Number Generator via RowHammer

Abeer Matar A. Almalky, Adnan Siraj Rakin, Filip Roth Tr{\o}nnes-Christensen, Gamana Aragonda, Ranyang Zhou, Sabbir Ahmed, Shaahin Angizi

arxiv:2507.02206 v1 · 2025-07-03 · cs.CR · 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{B7NRBQP3VDOKNV6OJIFDJXR2EL}

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	2026-07-05T11:31:13.794421Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0fdb10c1fba8dca6d7ce4a0a34de3a22d545a70c7fc20038cd94541092d4aa57

Aliases

arxiv: 2507.02206 · arxiv_version: 2507.02206v1 · doi: 10.48550/arxiv.2507.02206 · pith_short_12: B7NRBQP3VDOK · pith_short_16: B7NRBQP3VDOKNV6O · pith_short_8: B7NRBQP3

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/B7NRBQP3VDOKNV6OJIFDJXR2EL \
  | 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: 0fdb10c1fba8dca6d7ce4a0a34de3a22d545a70c7fc20038cd94541092d4aa57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "68d2aa5ce8240f5e51bc296bee1a4c72eb0cf9b38c66d70222933b309087443a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-03T00:01:33Z",
    "title_canon_sha256": "522f5b8116a9e63072115b944633566fe7a2d3dcfaffb540bdbcf02e60967792"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.02206",
    "kind": "arxiv",
    "version": 1
  }
}