Sunny Raj

发表

Predicting Success in Undergraduate Parallel Programming via Probabilistic Causality Analysis

Sumit Kumar Jha, Sunny Raj, 2018, 2018 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW).

Predicting Heart Rate Variations of Deepfake Videos using Neural ODE

Sumit Kumar Jha, Sunny Raj, Steven Fernandes, 2019, 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW).

Detecting Deepfake Videos using Attribution-Based Confidence Metric

Sunny Raj, Steven Fernandes, Eddy Ortiz, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Testing Autonomous Cyber-Physical Systems using Fuzzing Features Derived from Convolutional Neural Networks

Sumit Kumar Jha, Laura L. Pullum, Sunny Raj, 2017, EMSOFT 2017.

Attribution-driven Causal Analysis for Detection of Adversarial Examples pdf

Ananthram Swami, Somesh Jha, Susmit Jha, 2019, ArXiv.

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

Sunny Raj, Jodh Singh Pannu, Steven Lawrence Fernandes, 2020, IEEE Transactions on Circuits and Systems II: Express Briefs.

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

Sumit Kumar Jha, Laura L. Pullum, Sunny Raj, 2017, EMSOFT '17.

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

Sumit Kumar Jha, Sunny Raj, Steven Lawrence Fernandes, 2019, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

On the Susceptibility of Deep Neural Networks to Natural Perturbations

Alvaro Velasquez, Sumit Kumar Jha, Sunny Raj, 2019, AISafety@IJCAI.

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

Damla Turgut, Sumit Kumar Jha, Sunny Raj, 2017, BMC Bioinformatics.

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

Natarajan Shankar, Susmit Jha, Sumit Kumar Jha, 2018, FORMATS.

Data-driven Approximate Edge Detection using Flow-based Computing on Memristor Crossbars

Sunny Raj, Sumit K. Jha, Jodh Singh Pannu, 2019, 2019 IEEE Albany Nanotechnology Symposium (ANS).

Attribution-Based Confidence Metric For Deep Neural Networks

Somesh Jha, Susmit Jha, Sumit Kumar Jha, 2019, NeurIPS.

Automated Synthesis of Memristor Crossbars Using Deep Neural Networks

Sumit Kumar Jha, Sunny Raj, Suresh Chandra Satapathy, 2020, FICTA.

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

Sumit Kumar Jha, Sunny Raj, Dwaipayan Chakraborty, 2017, 2017 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH).

SATYA : Defending Against Adversarial Attacks Using Statistical Hypothesis Testing

Sumit Kumar Jha, Sunny Raj, Arvind Ramanathan, 2017, FPS.

Attacking NIST biometric image software using nonlinear optimization

Sumit Kumar Jha, Arvind Ramanathan, Laura L. Pullum, 2020, Pattern Recognit. Lett..

Towards AI-driven Predictive Modeling of Gas Turbines Using Big Data

Sumit Kumar Jha, Sunny Raj, Andy Michel, 2019 .

Work-in-progress: testing autonomous cyber-physical systems using fuzzing features from convolutional neural networks

Sumit Kumar Jha, Laura L. Pullum, Sunny Raj, 2017, 2017 International Conference on Embedded Software (EMSOFT).

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

Sumit Kumar Jha, Sunny Raj, Dwaipayan Chakraborty, 2017, 2017 IEEE International Conference on Rebooting Computing (ICRC).

Directed Adversarial Attacks on Fingerprints using Attributions

Sumit Kumar Jha, Sunny Raj, Steven Fernandes, 2019, 2019 International Conference on Biometrics (ICB).

Adversarial attacks on computer vision algorithms using natural perturbations

Sumit Kumar Jha, Laura L. Pullum, Sunny Raj, 2017, 2017 Tenth International Conference on Contemporary Computing (IC3).

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

Susmit Jha, Alvaro Velasquez, Sumit Kumar Jha, 2020, ArXiv.

In-memory flow-based stochastic computing on memristor crossbars using bit-vector stochastic streams

Sumit Kumar Jha, Sunny Raj, Dwaipayan Chakraborty, 2017, 2017 IEEE 17th International Conference on Nanotechnology (IEEE-NANO).