Pith Number

pith:MAL52L7M

pith:2022:MAL52L7MBH25S32Q2VC45RGZCY

not attested not anchored not stored refs pending

An Adaptive Black-box Backdoor Detection Method for Deep Neural Networks

Farinaz Koushanfar, Huili Chen, Ke Huang, Xinqiao Zhang

arxiv:2204.04329 v1 · 2022-04-08 · cs.CR · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MAL52L7MBH25S32Q2VC45RGZCY}

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	2026-07-05T04:12:55.698870Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6017dd2fec09f5d96f50d545cec4d91628862e3436467d0551d7f61ed3de9c86

Aliases

arxiv: 2204.04329 · arxiv_version: 2204.04329v1 · doi: 10.48550/arxiv.2204.04329 · pith_short_12: MAL52L7MBH25 · pith_short_16: MAL52L7MBH25S32Q · pith_short_8: MAL52L7M

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/MAL52L7MBH25S32Q2VC45RGZCY \
  | 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: 6017dd2fec09f5d96f50d545cec4d91628862e3436467d0551d7f61ed3de9c86

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b669f6b3be4617b9a7f60444554cac66d3fbde7f26a967a3795d753a9790438c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-04-08T23:41:19Z",
    "title_canon_sha256": "9a695e6d7193d3faebfbad233e041b295cea84d0852365e34f0b5eac575bb001"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.04329",
    "kind": "arxiv",
    "version": 1
  }
}