Associate Professor, Department of Computer Science, New Jersey Institute
of Technology NJIT Machine Learning Club
Ph.D. Computer Science, The University of Texas at Austin, Advisor: Tandy Warnow
Office: GITC 4214B Mailing address: Department of Computer Science, NJIT, GITC
4100, University Heights, Newark, NJ 07102 Phone: 973-596-2872 (office) Fax: 973-596-5777 (fax) Best way to reach me: firstname.lastname@example.orgResearch: I am looking for students with strong programming skills and
mathematical maturity to work on medical AI, deep learning, and robust machine learning projects. These projects
involve algorithms, large datasets, Python, numpy, deep learning
libraries such as Keras and Pytorch, and parallel programming on CPUs and GPUs. These projects
would lead to a Masters or PhD thesis.
Adversarial attack challenge - we invite you to perform white box attacks on our CIFAR10 binary
classification sign activation 0-1 loss neural network models.
In order to succeed in this challenge you must produce adversaries
within L-infinity distance of 16/255 of the original image using any method of your choice. Your adversaries must
bring down the model accuracy to almost 0%, which is on-par accuracy with the same model structure with relu
activations and cross-entropy loss. (Models and scripts to call the models available shortly below.)