ReDS Lab

Pinned Loading

1. NarcissusNarcissusPublic

   The official implementation of the CCS'23 paper, Narcissus clean-label backdoor attack -- only takes THREE images to poison a face recognition dataset in a clean-label way and achieves a 99.89% att…

   Python 127 15

2. LAVALAVAPublic

   This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).

   Python 54 8

3. Meta-SiftMeta-SiftPublic

   The official implementation of USENIX Security'23 paper "Meta-Sift" -- Ten minutes or less to find a 1000-size or larger clean subset on poisoned dataset.

   Python 20 6

4. Universal_Pert_CertUniversal_Pert_CertPublic

   This repo is the official implementation of the ICLR'23 paper "Towards Robustness Certification Against Universal Perturbations." We calculate the certified robustness against universal perturbatio…

   Python 12 2

5. ASSETASSETPublic

   This repository is the official implementation of the paper "ASSET: Robust Backdoor Data Detection Across a Multiplicity of Deep Learning Paradigms." ASSET achieves state-of-the-art reliability in …

   Python 20 1

6. CLIP-MIACLIP-MIAPublic

   This is an official repository for Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study (ICCV2023).

   Jupyter Notebook 26 2