Talk on label free membership inference attacks.
Talk, EECS 598, Ann Arbor, MI
Gave a brief lecture on the developments of label-free membership inference attack as part of the Adversarial Machine learning course. Slides
Talks and presentations
Lecture on Naive Bayes and Decision Trees algorithms
Lecture, SI 568 Course, Ann Arbor, MI
Gave an extensive 2 hour lecture on Naive Bayes and Decision tree algorithms as part of the teaching staff of SI 568 course. Slides
Talk on interpreting black box predictions via influence functions
Talk, EECS 598-Deep-learning, Ann Arbor, MI
Gave a brief lecture on interpreting black box predictions via influence functions as part of the Science of Deep Learning course taught by Prof. Wei Hu. Slides
Application of Machine learning algorithms to component modelling systems
Talk, Bosch technical Forum, Bangalore, India
A talk on the application of machine learning algorithms in building efficient component models.
