Pith Number

pith:42MO2BR4

pith:2024:42MO2BR4IER7XEOY5Y4JW45TZ4

not attested not anchored not stored refs pending

IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling Consistency

Leo Yu Zhang, Linshan Hou, Ruili Feng, Wei Luo, Yiming Li, Zhongyun Hua

arxiv:2405.09786 v3 · 2024-05-16 · 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{42MO2BR4IER7XEOY5Y4JW45TZ4}

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

Toward a Generalized Defense Across Sparse, Continuous, and Structured Parameter Attacks

Receipt and verification

First computed	2026-07-05T08:26:24.964295Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e698ed063c4123fb91d8ee389b73b3cf305720cd2d5e944e7f960b2d606d1a0c

Aliases

arxiv: 2405.09786 · arxiv_version: 2405.09786v3 · doi: 10.48550/arxiv.2405.09786 · pith_short_12: 42MO2BR4IER7 · pith_short_16: 42MO2BR4IER7XEOY · pith_short_8: 42MO2BR4

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/42MO2BR4IER7XEOY5Y4JW45TZ4 \
  | 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: e698ed063c4123fb91d8ee389b73b3cf305720cd2d5e944e7f960b2d606d1a0c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e58edeec5ec689d8baa1eb7a5db8f713cf33d825ebc28b44d7b9ef9be35c5da",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-16T03:19:52Z",
    "title_canon_sha256": "67a5be2d96adf7a0574a1c877b1d369a06020f4b28cac56c242c1f782cbe38f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.09786",
    "kind": "arxiv",
    "version": 3
  }
}