UMBC Vision

Official Repository for the CVPR 2020 paper "Universal Litmus Patterns: Revealing Backdoor Attacks in CNNs"

Official implementation of the CVPR 2022 paper "Backdoor Attacks on Self-Supervised Learning".

Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"

Official repository for the AAAI-21 paper 'Explainable Models with Consistent Interpretations'

Official Code for "Constrained Mean Shift for Representation Learning"

Official code for "Mean Shift for Self-Supervised Learning"

ISD: Self-Supervised Learning by Iterative Similarity Distillation

Compressing Representations for Self-Supervised Learning

Official Repository for the CVPR 2020 AdvML Workshop paper "Role of Spatial Context in Adversarial Robustness for Object Detection"

Official PyTorch implementation for our ICCV 2019 paper - Fooling Network Interpretation in Image Classification