research
∙
08/28/2023
Graph Analytics on Evolving Data (Abstract)
We consider the problem of graph analytics on evolving graphs. In this s...
share
research
∙
08/17/2023
That Doesn't Go There: Attacks on Shared State in Multi-User Augmented Reality Applications
Augmented Reality (AR) is expected to become a pervasive component in en...
research
∙
07/26/2023
Plug and Pray: Exploiting off-the-shelf components of Multi-Modal Models
The rapid growth and increasing popularity of incorporating additional m...
research
∙
07/22/2023
Learn to Compress (LtC): Efficient Learning-based Streaming Video Analytics
Video analytics are often performed as cloud services in edge settings, ...
research
∙
07/17/2023
DeepMem: ML Models as storage channels and their (mis-)applications
Machine learning (ML) models are overparameterized to support generality...
research
∙
04/20/2023
Jedi: Entropy-based Localization and Removal of Adversarial Patches
Real-world adversarial physical patches were shown to be successful in c...
research
∙
11/02/2022
Defending with Errors: Approximate Computing for Robustness of Deep Neural Networks
Machine-learning architectures, such as Convolutional Neural Networks (C...
research
∙
03/30/2022
Spy in the GPU-box: Covert and Side Channel Attacks on Multi-GPU Systems
The deep learning revolution has been enabled in large part by GPUs, and...
research
∙
01/05/2022
ROOM: Adversarial Machine Learning Attacks Under Real-Time Constraints
Advances in deep learning have enabled a wide range of promising applica...
research
∙
02/15/2021
Securing Connected Vehicle Applications with an Efficient Dual Cyber-Physical Blockchain Framework
While connected vehicle (CV) applications have the potential to revoluti...
research
∙
11/19/2020
Leaky Buddies: Cross-Component Covert Channels on Integrated CPU-GPU Systems
Graphics Processing Units (GPUs) are a ubiquitous component across the r...
research
∙
06/13/2020
Defensive Approximation: Enhancing CNNs Security through Approximate Computing
In the past few years, an increasing number of machine-learning and deep...
research
∙
06/04/2019
SPECCFI: Mitigating Spectre Attacks using CFI Informed Speculation
Spectre attacks and their many subsequent variants are a new vulnerabili...
research
∙
07/20/2018
Spectre Returns! Speculation Attacks using the Return Stack Buffer
The recent Spectre attacks exploit speculative execution, a pervasively ...
research
∙
06/13/2018
