Pith Number

pith:WGKBKIUB

pith:2024:WGKBKIUBNCCVMLQY7PL4F6NKZO

not attested not anchored not stored refs pending

Adversarial Backdoor Defense in CLIP

Jiawei Liang, Junhao Kuang, Kuanrong Liu, Siyuan Liang, Xiaochun Cao

arxiv:2409.15968 v1 · 2024-09-24 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WGKBKIUBNCCVMLQY7PL4F6NKZO}

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

3 papers in Pith

Perturb and Recover: Fine-tuning for Effective Backdoor Removal from CLIP

TimeGuard: Channel-wise Pool Training for Backdoor Defense in Time Series Forecasting

A Patch-based Cross-view Regularized Framework for Backdoor Defense in Multimodal Large Language Models

Receipt and verification

First computed	2026-07-05T09:11:03.017660Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b1941522816885562e18fbd7c2f9aacb89064f776d63f14ce08638a6cc6b2a21

Aliases

arxiv: 2409.15968 · arxiv_version: 2409.15968v1 · doi: 10.48550/arxiv.2409.15968 · pith_short_12: WGKBKIUBNCCV · pith_short_16: WGKBKIUBNCCVMLQY · pith_short_8: WGKBKIUB

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/WGKBKIUBNCCVMLQY7PL4F6NKZO \
  | 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: b1941522816885562e18fbd7c2f9aacb89064f776d63f14ce08638a6cc6b2a21

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7ca97c1302dab00e8c1c6e786c3e1c9ef6f03589b35772e76ef84c007ceaad6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-09-24T10:56:18Z",
    "title_canon_sha256": "1306ace372ee4d7111fb3815dde898e0fbb04fd6c6f4b8aa917d185ce3d58bea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.15968",
    "kind": "arxiv",
    "version": 1
  }
}