Pith Number

pith:IORTDR4P

pith:2024:IORTDR4PQZ5VUHEKRCRDXJBJBC

not attested not anchored not stored refs pending

Defending Against Neural Network Model Inversion Attacks via Data Poisoning

Dayong Ye, Shuai Zhou, Tianqing Zhu, Wanlei Zhou

arxiv:2412.07575 v1 · 2024-12-10 · 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{IORTDR4PQZ5VUHEKRCRDXJBJBC}

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	2026-07-05T09:47:11.828065Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43a331c78f867b5a1c8a88a23ba429088e217d07d40a9fe5ae182480920a2de7

Aliases

arxiv: 2412.07575 · arxiv_version: 2412.07575v1 · doi: 10.48550/arxiv.2412.07575 · pith_short_12: IORTDR4PQZ5V · pith_short_16: IORTDR4PQZ5VUHEK · pith_short_8: IORTDR4P

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/IORTDR4PQZ5VUHEKRCRDXJBJBC \
  | 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: 43a331c78f867b5a1c8a88a23ba429088e217d07d40a9fe5ae182480920a2de7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4e6a703cf365b3ead33cf6399620a7d48a67627a40bffa1d285994c07f2939a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-12-10T15:08:56Z",
    "title_canon_sha256": "7dec064abac71edf044218319040c0e8756260adb0f07ab5770678c2dd68e958"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07575",
    "kind": "arxiv",
    "version": 1
  }
}