Pith Number

pith:O2HH4YVA

pith:2022:O2HH4YVA2ZBVUXED746AWH5QBQ

not attested not anchored not stored refs pending

Neural Architectural Backdoors

Changjiang Li, Ren Pang, Shouling Ji, Ting Wang, Zhaohan Xi

arxiv:2210.12179 v2 · 2022-10-21 · 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{O2HH4YVA2ZBVUXED746AWH5QBQ}

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

Architectural Backdoors in Deep Learning: A Survey of Vulnerabilities, Detection, and Defense

Receipt and verification

First computed	2026-07-05T05:13:39.134271Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

768e7e62a0d6435a5c83ff3c0b1fb00c1e0501c18053776281b125fe9e0ee6c2

Aliases

arxiv: 2210.12179 · arxiv_version: 2210.12179v2 · doi: 10.48550/arxiv.2210.12179 · pith_short_12: O2HH4YVA2ZBV · pith_short_16: O2HH4YVA2ZBVUXED · pith_short_8: O2HH4YVA

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/O2HH4YVA2ZBVUXED746AWH5QBQ \
  | 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: 768e7e62a0d6435a5c83ff3c0b1fb00c1e0501c18053776281b125fe9e0ee6c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "482bdb81031538ca282a5ec147065969335ce2067dffb36e242a83e4a995bd59",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-10-21T18:13:23Z",
    "title_canon_sha256": "94e2cfc7c5f8e68eefa2fd8f62e3a1260772bbcd43a0ea1d705e38dd451b575f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.12179",
    "kind": "arxiv",
    "version": 2
  }
}