Sunny Raj

According to our database, Sunny Raj authored at least 22 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

In-memory Machine Learning using Adaptive Multivariate Decision Trees and Memristors.

Akash Chavan, Pranav Sinha, Sunny Raj

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

2023

In-Memory Machine Learning Using Hybrid Decision Trees and Memristor Crossbars.

Akash Chavan, Pranav Sinha, Sunny Raj

Proceedings of the IEEE International Symposium on Smart Electronic Systems, 2023

2022

Designing Energy-Efficient Decision Tree Memristor Crossbar Circuits Using Binary Classification Graphs.

Pranav Sinha, Sunny Raj

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

2020

Design and Fabrication of Flow-Based Edge Detection Memristor Crossbar Circuits¹.

Jodh S. Pannu, Sunny Raj, Steven Lawrence Fernandes, Dwaipayan Chakraborty, Sarah Rafiq, Nathaniel C. Cady, Sumit Kumar Jha

IEEE Trans. Circuits Syst. II Express Briefs, 2020

Attacking NIST biometric image software using nonlinear optimization.

Sunny Raj, Jodh S. Pannu, Steven Lawrence Fernandes, Arvind Ramanathan, Laura L. Pullum, Sumit Kumar Jha

Pattern Recognit. Lett., 2020

An Extension of Fano's Inequality for Characterizing Model Susceptibility to Membership Inference Attacks.

Sumit Kumar Jha, Susmit Jha, Rickard Ewetz, Sunny Raj, Alvaro Velasquez, Laura L. Pullum, Ananthram Swami

CoRR, 2020

Automated Synthesis of Memristor Crossbars Using Deep Neural Networks.

Dwaipayan Chakraborty, Andy Michel, Jodh S. Pannu, Sunny Raj, Suresh Chandra Satapathy, Steven Lawrence Fernandes, Sumit Kumar Jha

Proceedings of the Intelligent Data Engineering and Analytics, 2020

Detecting Deepfake Videos using Attribution-Based Confidence Metric.

Steven Lawrence Fernandes, Sunny Raj, Rickard Ewetz, Jodh Singh Pannu, Sumit Kumar Jha, Eddy Ortiz, Iustina Vintila, Margaret Salter

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Input-Aware Flow-Based Computing on Memristor Crossbars With Applications to Edge Detection.

Dwaipayan Chakraborty, Sunny Raj, Steven Lawrence Fernandes, Sumit Kumar Jha

IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Attribution-driven Causal Analysis for Detection of Adversarial Examples.

Susmit Jha, Sunny Raj, Steven Lawrence Fernandes, Sumit Kumar Jha, Somesh Jha, Gunjan Verma, Brian Jalaian, Ananthram Swami

CoRR, 2019

Attribution-Based Confidence Metric For Deep Neural Networks.

Susmit Jha, Sunny Raj, Steven Lawrence Fernandes, Sumit Kumar Jha, Somesh Jha, Brian Jalaian, Gunjan Verma, Ananthram Swami

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

On the Susceptibility of Deep Neural Networks to Natural Perturbations.

Mesut Ozdag, Sunny Raj, Steven Lawrence Fernandes, Alvaro Velasquez, Laura Pullum, Sumit Kumar Jha

Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the 28th International Joint Conference on Artificial Intelligence, 2019

Predicting Heart Rate Variations of Deepfake Videos using Neural ODE.

Steven Lawrence Fernandes, Sunny Raj, Eddy Ortiz, Iustina Vintila, Margaret Salter, Gordana Urosevic, Sumit Kumar Jha

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Directed Adversarial Attacks on Fingerprints using Attributions.

Steven Lawrence Fernandes, Sunny Raj, Eddy Ortiz, Iustina Vintila, Sumit Kumar Jha

Proceedings of the 2019 International Conference on Biometrics, 2019

2018

Predicting Success in Undergraduate Parallel Programming via Probabilistic Causality Analysis.

Sunny Raj, Sumit Kumar Jha

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

Duality-Based Nested Controller Synthesis from STL Specifications for Stochastic Linear Systems.

Susmit Jha, Sunny Raj, Sumit Kumar Jha, Natarajan Shankar

Proceedings of the Formal Modeling and Analysis of Timed Systems, 2018

2017

A theorem proving approach for automatically synthesizing visualizations of flow cytometry data.

Sunny Raj, Faraz Hussain, Zubir Husein, Neslisah Torosdagli, Damla Turgut, Narsingh Deo, Sumanta N. Pattanaik, Chung-Che Jeff Chang, Sumit Kumar Jha

BMC Bioinform., 2017

A compact 8-bit adder design using in-memory memristive computing: Towards solving the Feynman Grand Prize challenge.

Dwaipayan Chakraborty, Sunny Raj, Sumit Kumar Jha

Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2017

In-Memory Execution of Compute Kernels Using Flow-Based Memristive Crossbar Computing.

Dwaipayan Chakraborty, Sunny Raj, Julio Cesar Gutierrez, Troyle Thomas, Sumit Kumar Jha

Proceedings of the IEEE International Conference on Rebooting Computing, 2017

Adversarial attacks on computer vision algorithms using natural perturbations.

Arvind Ramanathan, Laura L. Pullum, Zubir Husein, Sunny Raj, Neslisah Torosdagli, Sumanta N. Pattanaik, Sumit Kumar Jha

Proceedings of the Tenth International Conference on Contemporary Computing, 2017

<i>SATYA</i> : Defending Against Adversarial Attacks Using Statistical Hypothesis Testing.

Sunny Raj, Laura Pullum, Arvind Ramanathan, Sumit Kumar Jha

Proceedings of the Foundations and Practice of Security - 10th International Symposium, 2017

Testing autonomous cyber-physical systems using fuzzing features from convolutional neural networks: work-in-progress.

Sunny Raj, Sumit Kumar Jha, Arvind Ramanathan, Laura L. Pullum

Proceedings of the Thirteenth ACM International Conference on Embedded Software 2017 Companion, 2017