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2020 – today
- 2024
[c16]Akash Chavan, Pranav Sinha, Sunny Raj:
In-memory Machine Learning using Adaptive Multivariate Decision Trees and Memristors. ISCAS 2024: 1-5- 2023
- [c15]Akash Chavan, Pranav Sinha, Sunny Raj:
In-Memory Machine Learning Using Hybrid Decision Trees and Memristor Crossbars. iSES 2023: 248-253 - 2022
- [c14]Pranav Sinha
, Sunny Raj:
Designing Energy-Efficient Decision Tree Memristor Crossbar Circuits Using Binary Classification Graphs. ICCAD 2022: 36:1-36:9 - 2020
- [j4]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: 79-84 (2020) - [j3]Jodh S. Pannu, Sunny Raj, Steven Lawrence Fernandes, Dwaipayan Chakraborty, Sarah Rafiq, Nathaniel C. Cady, Sumit Kumar Jha:
Design and Fabrication of Flow-Based Edge Detection Memristor Crossbar Circuits1. IEEE Trans. Circuits Syst. II Express Briefs 67-II(5): 961-965 (2020) - [c13]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: 1250-1259 - [c12]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: 345-357 - [i2]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 abs/2009.08097 (2020)
2010 – 2019
- 2019
- [j2]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): 580-591 (2019) - [c11]Steven Lawrence Fernandes, Sunny Raj, Eddy Ortiz, Iustina Vintila, Sumit Kumar Jha:
Directed Adversarial Attacks on Fingerprints using Attributions. ICB 2019: 1-8 - [c10]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: 1721-1729 - [c9]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 - [c8]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: 11826-11837 - [i1]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 abs/1903.05821 (2019) - 2018
- [c7]Susmit Jha, Sunny Raj, Sumit Kumar Jha, Natarajan Shankar:
Duality-Based Nested Controller Synthesis from STL Specifications for Stochastic Linear Systems. FORMATS 2018: 235-251 - [c6]Sunny Raj, Sumit Kumar Jha:
Predicting Success in Undergraduate Parallel Programming via Probabilistic Causality Analysis. IPDPS Workshops 2018: 347-352 - 2017
- [j1]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): 245:1-245:11 (2017) - [c5]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: 1:1-1:2 - [c4]Sunny Raj, Laura Pullum, Arvind Ramanathan, Sumit Kumar Jha:
SATYA : Defending Against Adversarial Attacks Using Statistical Hypothesis Testing. FPS 2017: 277-292 - [c3]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: 1-6 - [c2]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: 1-6 - [c1]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: 67-72
Coauthor Index
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