Biography
I am a fourth-year Ph.D. student in the Department of Electrical and Computer Engineering. I earned my B.E. with a Concentration in Robotics and a Minor in Social Sciences from Stevens Institute of Technology in Hoboken, NJ. During my time here at the University of Florida, I was awarded the Graduate School Preeminence Award at the University of Florida and have assisted in running two classes: IoT Security and Microprocessor Applications 2.
RESEARCH Interests
Robotics, Machine Learning, Deep Learning, Cyber-Physical Systems, Hardware Security
COURSEWORK
- Noise in Linear Systems
- Advanced Hardware Security
- Hands-on Hardware Security
- Computer Communications
- Mobile Robots
- Reconfigurable Computing
Publications
Title |
Citations |
Year |
|---|---|---|
| HT-EMIS: A Deep Learning Tool for Hardware Trojan Detection and Identification through Runtime EM Side-Channels
H Wang, MK Panoff, S Wang, D Forte
Proceedings of the Great Lakes Symposium on VLSI 2023, 51-56
|
2023 | |
| Dual-Leak: Deep Unsupervised Active Learning for Cross-Device Profiled Side-Channel Leakage Analysis
H Yu, S Wang, H Shan, M Panoff, M Lee, K Yang, Y Jin
2023 IEEE International Symposium on Hardware Oriented Security and Trust …
|
2023 | |
| EMSim: A Fast Layout Level Electromagnetic Emanation Simulation Framework for High Accuracy Pre-Silicon Verification
H Ma, M Panoff, J He, Y Zhao, Y Jin
IEEE Transactions on Information Forensics and Security 18, 1365-1379
|
1 | 2023 |
| Detection Confidence Driven Multi-Object Tracking to Recover Reliable Tracks From Unreliable Detections
T Mandel, M Jimenez, E Risley, T Nammoto, R Williams, M Panoff, …
Pattern Recognition, 109107
|
4 | 2022 |
| Generation of Black-box Audio Adversarial Examples Based on Gradient Approximation and Autoencoders
PH Huang, H Yu, M Panoff, TC Wang
ACM Journal on Emerging Technologies in Computing Systems (JETC) 18 (3), 1-19
|
1 | 2022 |
| A Review and Comparison of AI-enhanced Side Channel Analysis
M Panoff, H Yu, H Shan, Y Jin
ACM Journal on Emerging Technologies in Computing Systems (JETC) 18 (3), 1-20
|
5 | 2022 |
| Reliable Multi-Object Tracking in the Presence of Unreliable Detections
T Mandel, M Jimenez, E Risley, T Nammoto, R Williams, M Panoff, …
arXiv preprint arXiv:2112.08345
|
1 | 2021 |
| Cross-Device Profiled Side-Channel Attacks using Meta-Transfer Learning
H Yu, H Shan, M Panoff, Y Jin
2021 58th ACM/IEEE Design Automation Conference (DAC), 703-708
|
16 | 2021 |
| Security Oriented Design Framework for EM Side-Channel Protection in RTL Implementations
J He, H Ma, M Panoff, H Wang, Y Zhao, L Liu, X Guo, Y Jin
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …
|
3 | 2021 |
| Comparing interpretation of high-resolution aerial imagery by humans and artificial intelligence to detect an invasive tree species
R Rodriguez III, RL Perroy, J Leary, D Jenkins, M Panoff, T Mandel, …
Remote Sensing 13 (17), 3503
|
3 | 2021 |
| Robust Roadside Physical Adversarial Attack Against Deep Learning in Lidar Perception Modules
K Yang, T Tsai, H Yu, M Panoff, TY Ho, Y Jin
Proceedings of the 2021 ACM Asia Conference on Computer and Communications …
|
9 | 2021 |
| Automatic on-chip clock network optimization for electromagnetic side-channel protection
H Ma, J He, M Panoff, Y Jin, Y Zhao
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 11 (2 …
|
5 | 2021 |
| On Sensor Security in the Era of IoT and CPS
M Panoff, RG Dutta, Y Hu, K Yang, Y Jin
SN Computer Science 2 (1), 1-14
|
10 | 2021 |
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CONTACT
327 Larsen Hall, Gainesville, FL, 32611
Email: m.panoff@ufl.edu