Adaptable, Secured and Trustable AI Lab

Personal

Principal Investigator

Kazi Aminul Islam, PhD

Assistant Professor, Department of Computer Science

College of Computing and Software Engineering(CCSE)

Kennesaw State University

Email kislam4@kennesaw.edu

website: https://sites.google.com/view/islamkaziaminul

Students

Masters:

Sumaiya Tasneem (GRA, MS in CS)
Keerthana Adamana (MS in CS)

Undergraduate

Kyle Bratcher
Sanjay Ravikumar

Former Students

Zeke Lipscomb (UG )
Babrah Koromah (UG )
Matthew Krupczak (UG )

Locations:

Atrium J-160 C

Research Interest

Machine learning
Transfer Learning
Secured and Trustable AI
Image Processing

AI Security in Remote sensing

Security of remote sensing-based AI models
Attack detection and mitigation techniques for remote sensing AI models

Sub-Band based Backdoor Attack in Remote Sensing Imagery

An explainable AI-guided backdoor attack specifically for remote sensing imagery by placing triggers in the image sub-bands

Deep Learning-based Seagrass Detection in Multispectral Imagery

Development of state-of-the-art deep learning algorithm in multispectral satellite imagery for seagrass detection.

Capsule Network-based Data Augmentation

Development of a deep capsule network-based data-augmentation approach for seagrass detection

Semisupervised based domain adaptation

Semisupervised based domain adaptation techniques in multispectral imagery for seagrass detection
Require Less labeled samples (1/10) than the Traditional Transfer learning algorithm

Transfer learning In Speech Recognition

•Development of Transfer learning algorithm for Speech recognition where Source and Target have different Tasks and different datasets

Group Pictures

Senior Design Group and GRA Student Fall 2023

First Year Scholar Students

Brendan Senatus, Sanjay Ravikumar and Divyen Marsonia