40 citations · 47 across the 4 of their papers we have counts for
4 papers
PREFENDER: A Prefetching Defender against Cache Side Channel Attacks as A Pretender
Luyi Li, Jiayi Huang, Lang Feng +1
Cache side channel attacks are increasingly alarming in modern processors due to the recent emergence of Spectre and Meltdown attacks. A typical attack performs intentional cache a…
Continual Learning Approach for Improving the Data and Computation Mapping in Near-Memory Processing System
Pritam Majumder, Jiayi Huang, Sungkeun Kim +4
The resurgence of near-memory processing (NMP) with the advent of big data has shifted the computation paradigm from processor-centric to memory-centric computing. To meet the band…
Toward Taming the Overhead Monster for Data-Flow Integrity
Lang Feng, Jiayi Huang, Jeff Huang +1
Data-Flow Integrity (DFI) is a well-known approach to effectively detecting a wide range of software attacks. However, its real-world application has been quite limited so far beca…
Coloring Big Graphs with AlphaGoZero
Jiayi Huang, Mostofa Patwary, Gregory Diamos
We show that recent innovations in deep reinforcement learning can effectively color very large graphs -- a well-known NP-hard problem with clear commercial applications. Because t…