TESDA: Transform Enabled Statistical Detection of Attacks in Deep Neural Networks. - Chandramouli N. Amarnath; Aishwarya H. Balwani; Kwondo Ma; Abhijit Chatterjee (CoRR, 2021)

Soft Error Resilient Deep Learning Systems Using Neuron Gradient Statistics. - Chandramouli N. Amarnath; Mohamed Mejri; Kwondo Ma; Abhijit Chatterjee (IOLTS, 2022)

Efficient Low Cost Alternative Testing of Analog Crossbar Arrays for Deep Neural Networks. - Kwondo Ma; Anurup Saha; Chandramouli N. Amarnath; Abhijit Chatterjee (ITC, 2022)

Low Power Neural Network Accelerators Using Collaborative Weight Tuning and Shared Shift-Add optimization. - Kwondo Ma; Mohamed Mejri; Chandramouli N. Amarnath; Abhijit Chatterjee (MWSCAS, 2022)

Error Resilient Transformers: A Novel Soft Error Vulnerability Guided Approach to Error Checking and Suppression. - Kwondo Ma; Chandramouli N. Amarnath; Abhijit Chatterjee (ETS, 2023)

Secure Control Loop Execution of Cyber-Physical Devices Using Predictive State Space Checks. - Kwondo Ma; Chandramouli N. Amarnath; Abhijit Chatterjee; Jacob A. Abraham (ISQED, 2023)

Signature Driven Post-Manufacture Testing and Tuning of RRAM Spiking Neural Networks for Yield Recovery. - Anurup Saha; Chandramouli N. Amarnath; Kwondo Ma; Abhijit Chatterjee (ASPDAC, 2024)

Learning Assisted Post-Manufacture Testing and Tuning of RRAM-Based DNNs for Yield Recovery. - Kwondo Ma; Anurup Saha; Chandramouli N. Amarnath; Abhijit Chatterjee (DATE, 2024)

Post-Manufacture Criticality-Aware Gain Tuning of Timing Encoded Spiking Neural Networks for Yield Recovery. - Anurup Saha; Kwondo Ma; Chandramouli N. Amarnath; Abhijit Chatterjee (ETS, 2024)

Efficient Optimized Testing of Resistive RAM Based Convolutional Neural Networks. - Anurup Saha; Kwondo Ma; Chandramouli N. Amarnath; Abhijit Chatterjee (IOLTS, 2024)

Testing and Tuning of RRAM-Based DNNs: A Machine Learning-Assisted Approach. - Kwondo Ma; Anurup Saha; Suhasini Komarraju; Chandramouli N. Amarnath; Abhijit Chatterjee (MWSCAS, 2024)

Error Resilience in Deep Neural Networks Using Neuron Gradient Statistics. - Chandramouli N. Amarnath; Mohamed Mejri; Kwondo Ma; Abhijit Chatterjee (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

EGIS: Entropy Guided Image Synthesis for Dataset-Agnostic Testing of RRAM-Based DNNs. - Anurup Saha; Chandramouli N. Amarnath; Kwondo Ma; Abhijit Chatterjee (DATE, 2025)

Confidence Driven Compact Testing of Compute-in-Memory Based Language Models. - Anurup Saha; Chandramouli N. Amarnath; Kwondo Ma; Abhijit Chatterjee (ETS, 2025)

Adaptive Testing of Compute-in-Memory Based CNNs Using Probabilistic Test Acceptance Limits. - Anurup Saha; Kwondo Ma; Chandramouli N. Amarnath; Moinuddin Qureshi; Abhijit Chatterjee (IOLTS, 2025)

Error Resilient and Adaptive Deep Learning Systems. - Kwondo Ma (2025)