Pith Number

pith:RCWPVLOZ

pith:2024:RCWPVLOZ4RS626YATRMAAA6J33

not attested not anchored not stored refs pending

Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning

Ee-Chien Chang, Jiajun Gong, Jiawei Liang, Kuanrong Liu, Siyuan Liang, Xiaochun Cao, Yuan Xun

arxiv:2403.16257 v1 · 2024-03-24 · 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{RCWPVLOZ4RS626YATRMAAA6J33}

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

5 papers in Pith

Multimodal Unlearning Across Vision, Language, Video, and Audio: Survey of Methods, Datasets, and Benchmarks

Benchmarking the Robustness of Autonomous Driving to Environmental Illusions: A Lane Perception Perspective

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

Multimodal Backdoor Attack on VLMs for Autonomous Driving via Graffiti and Cross-Lingual Triggers

Receipt and verification

First computed	2026-07-05T08:00:12.871440Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

88acfaadd9e465ed7b009c580003c9def30630695bc7e4b33137d4166f0d5ff7

Aliases

arxiv: 2403.16257 · arxiv_version: 2403.16257v1 · doi: 10.48550/arxiv.2403.16257 · pith_short_12: RCWPVLOZ4RS6 · pith_short_16: RCWPVLOZ4RS626YA · pith_short_8: RCWPVLOZ

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/RCWPVLOZ4RS626YATRMAAA6J33 \
  | 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: 88acfaadd9e465ed7b009c580003c9def30630695bc7e4b33137d4166f0d5ff7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e816bf4e0c226219354f138222968020e222a0943aacfff5b4edee0b452b0ad1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-24T18:33:15Z",
    "title_canon_sha256": "e54cf12abc2898616bf9605e804ac89d6b69fddbacd392d8de45117bb6793f74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.16257",
    "kind": "arxiv",
    "version": 1
  }
}