Siddharth Garg Research Group

New York University (NYU)

How can hardware and microarchitectural design enable energy-efficient, secure, and reliable computing? The EnSuRe group researches electronic design automation, micro-architectural solutions, and hardware security techniques for energy-aware and trustworthy chips. Researchers develop methods for secure machine learning, defenses against hardware Trojans, and split-manufacturing approaches to prevent reverse engineering. The team builds energy-aware architectures and tools to address dark-silicon constraints and to optimize power-performance trade-offs. The group designs hardware-aware ML models and Verilog-generation workflows to accelerate privacy-preserving and efficient chip design.