Pith Number

pith:Q7PVRZGK

pith:2024:Q7PVRZGKP3VUYKHENGZC3YYCXO

not attested not anchored not stored refs pending

Enhancing TinyML Security: Study of Adversarial Attack Transferability

Manojkumar Parmar, Parin Shah, Pavan Kulkarni, Yuvaraj Govindarajulu

arxiv:2407.11599 v2 · 2024-07-16 · 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{Q7PVRZGKP3VUYKHENGZC3YYCXO}

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	2026-07-05T08:45:31.183645Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

87df58e4ca7eeb4c28e469b22de302bb958d2f116083bdaef71a414125c4fce7

Aliases

arxiv: 2407.11599 · arxiv_version: 2407.11599v2 · doi: 10.48550/arxiv.2407.11599 · pith_short_12: Q7PVRZGKP3VU · pith_short_16: Q7PVRZGKP3VUYKHE · pith_short_8: Q7PVRZGK

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/Q7PVRZGKP3VUYKHENGZC3YYCXO \
  | 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: 87df58e4ca7eeb4c28e469b22de302bb958d2f116083bdaef71a414125c4fce7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fd65655c7ec6dc4c6b6cd97747fd5766040dab8a042dea0186ac3b87f2e08f45",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-07-16T10:55:25Z",
    "title_canon_sha256": "bead899f3b035e5b062a40ddf4fa10f5cdcfdcaf5fb190aad7fcd1135c3037cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.11599",
    "kind": "arxiv",
    "version": 2
  }
}