Mani Srivastava

CryptoImg: Privacy preserving processing over encrypted images

2016

Cloud computing services provide a scalable solution for the storage and processing of images and multimedia files. However, concerns about privacy risks prevent users from sharing their personal images with third-party services. In this paper, …

Portable Queries Using the Brick Schema for Building Applications

2016

Sensorized commercial buildings are a rich target for building a new class of applications that improve operational and energy efficiency of building operations that take into account human activities. Such applications, however, rarely experience widespread …

A View on Vulnerabilites: The Security Challenges of XAI (Academic Track)

2018 · arXiv (Cornell University)

Deep neural networks (DNNs) are vulnerable to adversarial examples, perturbations to correctly classified examples which can cause the model to misclassify. In the image domain, these perturbations are often virtually indistinguishable to human perception, causing …