Research Areas

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

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

• AI Alg. Security/Privacy: 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: DAC’25a, DAC’25b, CPAL’25, NeurIPS’24b, ASPLOS’24, tinyML’24, tinyML’23, DAC’22b, tinyML’22
  

Research Supports

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

Note that the findings, positions, or opinions presented in our research do not necessarily reflect the official policies of these organizations.