88 citations · 177 across the 10 of their papers we have counts for
10 papers
Fault Tolerance of Neural Networks in Adversarial Settings
Vasisht Duddu, N. Rajesh Pillai, D. Vijay Rao +1
Artificial Intelligence systems require a through assessment of different pillars of trust, namely, fairness, interpretability, data and model privacy, reliability (safety) and rob…
Stealing Neural Networks via Timing Side Channels
Vasisht Duddu, Debasis Samanta, D Vijay Rao +1
Deep learning is gaining importance in many applications. However, Neural Networks face several security and privacy threats. This is particularly significant in the scenario where…
Cross-Sensor Iris Recognition: LG4000-to-LG2200 Comparison
Nicolaie Popescu-Bodorin, Lucian Stefanita Grigore, Valentina Emilia Balas +9
Cross-sensor comparison experimental results reported here show that the procedure defined and simulated during the Cross-Sensor Comparison Competition 2013 by our team for migrati…
The Biometric Menagerie - A Fuzzy and Inconsistent Concept
Nicolaie Popescu-Bodorin, Valentina E. Balas, Iulia M. Motoc
This paper proves that in iris recognition, the concepts of sheep, goats, lambs and wolves - as proposed by Doddington and Yager in the so-called Biometric Menagerie, are at most f…
Combined Haar-Hilbert and Log-Gabor Based Iris Encoders
Valentina E. Balas, Iulia M. Motoc, Alina Barbulescu
This chapter shows that combining Haar-Hilbert and Log-Gabor improves iris recognition performance leading to a less ambiguous biometric decision landscape in which the overlap bet…
8-Valent Fuzzy Logic for Iris Recognition and Biometry
N. Popescu-Bodorin, V. E. Balas, I. M. Motoc
This paper shows that maintaining logical consistency of an iris recognition system is a matter of finding a suitable partitioning of the input space in enrollable and unenrollable…