Pith. sign in
Pith Number

pith:HCRUQEV3

pith:2023:HCRUQEV3A5WRFLGI6W2GJ7M3FE
not attested not anchored not stored refs pending

ASSET: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning Paradigms

Lingjuan Lyu, Minzhou Pan, Ruoxi Jia, Xue Lin, Yi Zeng

arxiv:2302.11408 v2 · 2023-02-22 · cs.LG · cs.AI · cs.CR · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{HCRUQEV3A5WRFLGI6W2GJ7M3FE}

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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 2026-07-05T06:37:55.428877Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

38a34812bb076d12acc8f5b464fd9b293bc90c3e5cfa027ed46c728b062524fb

Aliases

arxiv: 2302.11408 · arxiv_version: 2302.11408v2 · doi: 10.48550/arxiv.2302.11408 · pith_short_12: HCRUQEV3A5WR · pith_short_16: HCRUQEV3A5WRFLGI · pith_short_8: HCRUQEV3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HCRUQEV3A5WRFLGI6W2GJ7M3FE \
  | 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: 38a34812bb076d12acc8f5b464fd9b293bc90c3e5cfa027ed46c728b062524fb
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "435a8fd98dfec0888c0d7b60a3799f97883b18fc85b2ac4a54c9609f18de58b2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-22T14:43:33Z",
    "title_canon_sha256": "c865f1996724a4459897496b43857409c46fd9990c979ffd15327374bbd36b54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.11408",
    "kind": "arxiv",
    "version": 2
  }
}