Pith Number

pith:GJZ4J7JM

pith:2024:GJZ4J7JM26XT5S7KCGOZDZ7HH7

not attested not anchored not stored refs pending

Expose Before You Defend: Unifying and Enhancing Backdoor Defenses via Exposed Models

Hanxun Huang, Jiaming Zhang, Xingjun Ma, Yige Li, Yu-Gang Jiang

arxiv:2410.19427 v1 · 2024-10-25 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GJZ4J7JM26XT5S7KCGOZDZ7HH7}

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

Breaking the Rounding Trap: Securing LLMs against Quantization-Conditioned Backdoors

Receipt and verification

First computed	2026-07-05T09:25:56.522951Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3273c4fd2cd7af3ecbea119d91e7e73fdde0a3c4d87fb41d8b8110782fd0f2ab

Aliases

arxiv: 2410.19427 · arxiv_version: 2410.19427v1 · doi: 10.48550/arxiv.2410.19427 · pith_short_12: GJZ4J7JM26XT · pith_short_16: GJZ4J7JM26XT5S7K · pith_short_8: GJZ4J7JM

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/GJZ4J7JM26XT5S7KCGOZDZ7HH7 \
  | 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: 3273c4fd2cd7af3ecbea119d91e7e73fdde0a3c4d87fb41d8b8110782fd0f2ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e415f871731e26d220fc6c29c5b64d0995f95c10eab52f7fb1ae1eb2b31fb351",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-25T09:36:04Z",
    "title_canon_sha256": "9c56f0ea8af50c1a008a6cf82ce5ff08605d1b4b791499cfc79a23628ff57ede"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19427",
    "kind": "arxiv",
    "version": 1
  }
}