Sunny Raj

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 22

Top Topics

Multivariate Decision Trees

Top Venues

Publications

Akash Chavan, Pranav Sinha, Sunny Raj
In-memory Machine Learning using Adaptive Multivariate Decision Trees and Memristors. ISCAS (2024)
Akash Chavan, Pranav Sinha, Sunny Raj
In-Memory Machine Learning Using Hybrid Decision Trees and Memristor Crossbars. iSES (2023)
Pranav Sinha, Sunny Raj
Designing Energy-Efficient Decision Tree Memristor Crossbar Circuits Using Binary Classification Graphs. ICCAD (2022)
Steven Lawrence Fernandes, Sunny Raj, Rickard Ewetz, Jodh Singh Pannu, Sumit Kumar Jha, Eddy Ortiz, Iustina Vintila, Margaret Salter
Detecting Deepfake Videos using Attribution-Based Confidence Metric. CVPR Workshops (2020)
Sunny Raj, Jodh S. Pannu, Steven Lawrence Fernandes, Arvind Ramanathan, Laura L. Pullum, Sumit Kumar Jha
Attacking NIST biometric image software using nonlinear optimization. Pattern Recognit. Lett. 131 (2020)
Sumit Kumar Jha, Susmit Jha, Rickard Ewetz, Sunny Raj, Alvaro Velasquez, Laura L. Pullum, Ananthram Swami
An Extension of Fano's Inequality for Characterizing Model Susceptibility to Membership Inference Attacks. CoRR (2020)
Dwaipayan Chakraborty, Andy Michel, Jodh S. Pannu, Sunny Raj, Suresh Chandra Satapathy, Steven Lawrence Fernandes, Sumit Kumar Jha
Automated Synthesis of Memristor Crossbars Using Deep Neural Networks. FICTA (2) (2020)
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 (5) (2020)
Susmit Jha, Sunny Raj, Steven Lawrence Fernandes, Sumit Kumar Jha, Somesh Jha, Gunjan Verma, Brian Jalaian, Ananthram Swami
Attribution-driven Causal Analysis for Detection of Adversarial Examples. CoRR (2019)
Steven Lawrence Fernandes, Sunny Raj, Eddy Ortiz, Iustina Vintila, Sumit Kumar Jha
Directed Adversarial Attacks on Fingerprints using Attributions. ICB (2019)
Steven Lawrence Fernandes, Sunny Raj, Eddy Ortiz, Iustina Vintila, Margaret Salter, Gordana Urosevic, Sumit Kumar Jha
Predicting Heart Rate Variations of Deepfake Videos using Neural ODE. ICCV Workshops (2019)
Mesut Ozdag, Sunny Raj, Steven Lawrence Fernandes, Alvaro Velasquez, Laura Pullum, Sumit Kumar Jha
On the Susceptibility of Deep Neural Networks to Natural Perturbations. AISafety@IJCAI (2019)
Dwaipayan Chakraborty, Sunny Raj, Steven Lawrence Fernandes, Sumit Kumar Jha
Input-Aware Flow-Based Computing on Memristor Crossbars With Applications to Edge Detection. IEEE J. Emerg. Sel. Topics Circuits Syst. 9 (3) (2019)
Susmit Jha, Sunny Raj, Steven Lawrence Fernandes, Sumit Kumar Jha, Somesh Jha, Brian Jalaian, Gunjan Verma, Ananthram Swami
Attribution-Based Confidence Metric For Deep Neural Networks. NeurIPS (2019)
Sunny Raj, Sumit Kumar Jha
Predicting Success in Undergraduate Parallel Programming via Probabilistic Causality Analysis. IPDPS Workshops (2018)
Susmit Jha, Sunny Raj, Sumit Kumar Jha, Natarajan Shankar
Duality-Based Nested Controller Synthesis from STL Specifications for Stochastic Linear Systems. FORMATS (2018)
Dwaipayan Chakraborty, Sunny Raj, Sumit Kumar Jha
A compact 8-bit adder design using in-memory memristive computing: Towards solving the Feynman Grand Prize challenge. NANOARCH (2017)
Dwaipayan Chakraborty, Sunny Raj, Julio Cesar Gutierrez, Troyle Thomas, Sumit Kumar Jha
In-Memory Execution of Compute Kernels Using Flow-Based Memristive Crossbar Computing. ICRC (2017)
Sunny Raj, Laura Pullum, Arvind Ramanathan, Sumit Kumar Jha
: Defending Against Adversarial Attacks Using Statistical Hypothesis Testing. FPS (2017)
Arvind Ramanathan, Laura L. Pullum, Zubir Husein, Sunny Raj, Neslisah Torosdagli, Sumanta N. Pattanaik, Sumit Kumar Jha
Adversarial attacks on computer vision algorithms using natural perturbations. IC3 (2017)
Sunny Raj, Faraz Hussain, Zubir Husein, Neslisah Torosdagli, Damla Turgut, Narsingh Deo, Sumanta N. Pattanaik, Chung-Che Jeff Chang, Sumit Kumar Jha
A theorem proving approach for automatically synthesizing visualizations of flow cytometry data. BMC Bioinform. 18 (8) (2017)
Sunny Raj, Sumit Kumar Jha, Arvind Ramanathan, Laura L. Pullum
Testing autonomous cyber-physical systems using fuzzing features from convolutional neural networks: work-in-progress. EMSOFT Companion (2017)