RESEARCH INTERESTS

Cybersecurity

Cybersecurity is my main research interest, which I have been working over the last couple of years. Currently I am interested in gaining deep understanding of the following areas in the field of cybersecurity. My work has led to at least a publication in the following topics:

Information security

Data integrity    

Secure machine learning

Adversarial machine learning

Data poising attacks

Evasion attacks    

Security of PGMs    

Secure database systems

Concurrency control in database systems    

Concurrency support for web service transactions

Security of cryptographic shuffling algorithms

Distinguishing between cyber attacks and concept drift

Concept drift detection

Uncertainty in Artificial Intelligence

Uncertainty in Artificial Intelligence is my secondary research interest. I am interested in gaining additional understanding of the following areas in the field of uncertainty in artificial intelligence. My work has led to publications in the following topics:

Probabilistic graphical models

Bayesian Networks (BNs)

Applications of BNs

Link strength measures in BNs

Structure learning of Bayesian network models from data        

Performance improvement of BN structure learning algorithms