Search Results for author: Abdullah Al Arafat

Found 2 papers, 2 papers with code

Efficient Backdoor Removal Through Natural Gradient Fine-tuning

1 code implementation30 Jun 2023 Nazmul Karim, Abdullah Al Arafat, Umar Khalid, Zhishan Guo, Naznin Rahnavard

Extensive experiments show that the proposed method achieves state-of-the-art performance on a wide range of backdoor defense benchmarks: four different datasets- CIFAR10, GTSRB, Tiny-ImageNet, and ImageNet; 13 recent backdoor attacks, e. g.

backdoor defense

SSDA: Secure Source-Free Domain Adaptation

1 code implementation ICCV 2023 Sabbir Ahmed, Abdullah Al Arafat, Mamshad Nayeem Rizve, Rahim Hossain, Zhishan Guo, Adnan Siraj Rakin

Source-free domain adaptation (SFDA) is a popular unsupervised domain adaptation method where a pre-trained model from a source domain is adapted to a target domain without accessing any source data.

Backdoor Attack Model Compression +3

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