Pith Number

pith:RKSENSL3

pith:2024:RKSENSL356S7BTAHLQCQHWTSVD

not attested not anchored not stored refs pending

Do You Trust Your Model? Emerging Malware Threats in the Deep Learning Ecosystem

Briland Hitaj, Dorjan Hitaj, Fabio De Gaspari, Fernando Perez-Cruz, Giulio Pagnotta, Luigi V. Mancini, Sediola Ruko

arxiv:2403.03593 v3 · 2024-03-06 · 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{RKSENSL356S7BTAHLQCQHWTSVD}

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

1 paper in Pith

The Art of Hide and Seek: Making Pickle-Based Model Supply Chain Poisoning Stealthy Again

Receipt and verification

First computed	2026-07-05T11:31:38.145497Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8aa446c97befa5f0cc075c0503da72a8dfe140a86c4075c8c03e9595428d26c6

Aliases

arxiv: 2403.03593 · arxiv_version: 2403.03593v3 · doi: 10.48550/arxiv.2403.03593 · pith_short_12: RKSENSL356S7 · pith_short_16: RKSENSL356S7BTAH · pith_short_8: RKSENSL3

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/RKSENSL356S7BTAHLQCQHWTSVD \
  | 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: 8aa446c97befa5f0cc075c0503da72a8dfe140a86c4075c8c03e9595428d26c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "83d29b01649121d4014d5c7d1e675b3c3564c362b381d6f5aef08ff6ff9eb5a6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-03-06T10:27:08Z",
    "title_canon_sha256": "4683dc06f125d6634ed6ecdbc43c9aa78de67282966b41a3a164c3860d7ef76d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.03593",
    "kind": "arxiv",
    "version": 3
  }
}