Pith Number

pith:GDEQ7IFV

pith:2023:GDEQ7IFVYT3BLAHPMDI7G7ZLA5

not attested not anchored not stored refs pending

SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency

Cong Liu, Hanqing Guo, Junfeng Guo, Lichao Sun, Xun Chen, Yiming Li

arxiv:2302.03251 v2 · 2023-02-07 · 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{GDEQ7IFVYT3BLAHPMDI7G7ZLA5}

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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.

Cited by

3 papers in Pith

PolicyGuard: Towards Test-time and Step-level Adversary (Backdoor) Defense for Reinforcement Learning Agent

Scaling Exposes the Trigger: Input-Level Backdoor Detection in Text-to-Image Diffusion Models via Cross-Attention Scaling

CLIP-Inspector: Model-Level Backdoor Detection for Prompt-Tuned CLIP via OOD Trigger Inversion

Receipt and verification

First computed	2026-07-05T05:43:19.729068Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30c90fa0b5c4f61580ef60d1f37f2b077bdec8b58c1b9536a3eb94a88b4092f1

Aliases

arxiv: 2302.03251 · arxiv_version: 2302.03251v2 · doi: 10.48550/arxiv.2302.03251 · pith_short_12: GDEQ7IFVYT3B · pith_short_16: GDEQ7IFVYT3BLAHP · pith_short_8: GDEQ7IFV

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/GDEQ7IFVYT3BLAHPMDI7G7ZLA5 \
  | 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: 30c90fa0b5c4f61580ef60d1f37f2b077bdec8b58c1b9536a3eb94a88b4092f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3734385ad5dbe8b91e029df41348b474fb194ffbcfde8764a0cf5311d87e8e7c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-02-07T04:33:41Z",
    "title_canon_sha256": "ba395335ca0929c4bd2da86f79c4cc8c40b84ee2ae0af23b910af0e6702d138f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.03251",
    "kind": "arxiv",
    "version": 2
  }
}