197 citations · 432 across the 27 of their papers we have counts for
27 papers
Eye-Shield: Real-Time Protection of Mobile Device Screen Information from Shoulder Surfing
Brian Tang, Kang G. Shin
People use mobile devices ubiquitously for computing, communication, storage, web browsing, and more. As a result, the information accessed and stored within mobile devices, such a…
DynaMIX: Resource Optimization for DNN-Based Real-Time Applications on a Multi-Tasking System
Minkyoung Cho, Kang G. Shin
As deep neural networks (DNNs) prove their importance and feasibility, more and more DNN-based apps, such as detection and classification of objects, have been developed and deploy…
Analysis and Prevention of MCAS-Induced Crashes
Noah T. Curran, Thomas W. Kennings, Kang G. Shin
Semi-autonomous (SA) systems face the challenge of determining which source to prioritize for control, whether it's from the human operator or the autonomous controller, especially…
Elastic Model Aggregation with Parameter Service
Juncheng Gu, Mosharaf Chowdhury, Kang G. Shin +1
Model aggregation, the process that updates model parameters, is an important step for model convergence in distributed deep learning (DDL). However, the parameter server (PS), a p…
Fuzzing Hardware Like Software
Timothy Trippel, Kang G. Shin, Alex Chernyakhovsky +3
Hardware flaws are permanent and potent: hardware cannot be patched once fabricated, and any flaws may undermine any software executing on top. Consequently, verification time domi…
Hydra: Resilient and Highly Available Remote Memory
Youngmoon Lee, Hasan Al Maruf, Mosharaf Chowdhury +2
We present Hydra, a low-latency, low-overhead, and highly available resilience mechanism for remote memory. Hydra can access erasure-coded remote memory within a single-digit micro…