As the Internet has transformed into a critical infrastructure, society has become more
vulnerable to its security flaws. Despite substantial efforts to address many of these …

Serverless computing is an emerging paradigm in which an application's resource
provisioning and scaling are managed by third-party services. Examples include AWS …

Deep Neural Networks (DNNs) are fast becoming ubiquitous for their ability to attain good
accuracy in various machine learning tasks. A DNN's architecture (ie, its hyperparameters) …

abstract As the Internet has transformed into a critical infrastructure, society has become
more vulnerable to its security flaws. Despite substantial efforts to address many of these …

The high energy costs of neural network training and inference led to the use of acceleration
hardware such as GPUs and TPUs. While such devices enable us to train large-scale neural …

Covert channels evade isolation mechanisms between multiple parties in the cloud.
Especially cache covert channels allow the transmission of several hundred kilobits per …

Cloud services keep gaining popularity despite the security concerns. While non-sensitive
data is easily trusted to cloud, security critical data and applications are not. The main …

Digital Signature Schemes such as DSA, ECDSA, and RSA are widely deployed to protect
the integrity of security protocols such as TLS, SSH, and IPSec. In TLS, for instance, RSA …

Container technology provides a lightweight operating system level virtual hosting
environment. Its emergence profoundly changes the development and deployment …

With the increasing proliferation of Internet-of-Things (IoT) in our daily lives, security and
trustworthiness are key considerations in designing computing devices. A vast majority of …