4 citations · 4 across the 1 of their papers we have counts for
3 papers
Special Session: Reliability Analysis for ML/AI Hardware
Shamik Kundu, Kanad Basu, Mehdi Sadi +4
Artificial intelligence (AI) and Machine Learning (ML) are becoming pervasive in today's applications, such as autonomous vehicles, healthcare, aerospace, cybersecurity, and many c…
High-level Modeling of Manufacturing Faults in Deep Neural Network Accelerators
Shamik Kundu, Ahmet Soyyiğit, Khaza Anuarul Hoque +1
The advent of data-driven real-time applications requires the implementation of Deep Neural Networks (DNNs) on Machine Learning accelerators. Google's Tensor Processing Unit (TPU)…
Defending Hardware-based Malware Detectors against Adversarial Attacks
Abraham Peedikayil Kuruvila, Shamik Kundu, Kanad Basu
In the era of Internet of Things (IoT), Malware has been proliferating exponentially over the past decade. Traditional anti-virus software are ineffective against modern complex Ma…