Research

Research Areas

My group is currently researching the following areas; see some of our recent works below.

HW and AI-HW Security: HOST’26, RAID’25, Oakland’24a, Oakland’24b, DAC’23a, ICCAD’22, FCCM’22, USENIX Security’21, DAC’21a, DAC’21b, ICCAD’20, CHES’20, ICCAD’19

AI Security/Privacy: ECCV’26a, ECCV’26b, TMLR’26, NDSS’25, NeurIPS’24a, ICCAD’24, ICLR’24, DAC’24, NeurIPS’23, MICRO’23, ICCV’23a ICCV’23b, ICCAD’23, ICML’23, ICML’23, DAC’23b, DAC’22a

Efficient & Quantum ML: FCCM’26, ICML’25a, ICML’25b, DAC’25a, DAC’25b, CPAL’25, NeurIPS’24b, ASPLOS’24, tinyML’24, tinyML’23, DAC’22b, tinyML’22

Research Artifacts

See the Research Artifacts page or browse the full list on GitHub.

Research Support

We gratefully acknowledge generous research support from NSF, ONR, ARL, MathWorks, AMD-XILINX, CISCO, the Northeast Microelectronics Coalition, and Northeastern University.

The findings, views, and opinions in our research do not necessarily reflect the official policies of these organizations.

See (some) publicly accessible projects: