Garimella, Karthik
- Orion: A Fully Homomorphic Encryption Framework for Deep Learning
2023/11/06 by Austin Ebel, Karthik Garimella, Ebel, Austin +3 · 9 citations
Computer Science · #Complexity and Algorithms in Graphs #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Attacking Vision-based Perception in End-to-End Autonomous Driving Models
2019/10/02 by Adith Boloor, Boloor, Adith, Karthik Garimella +9 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Robotics (cs.RO)
- Sisyphus: A Cautionary Tale of Using Low-Degree Polynomial Activations in Privacy-Preserving Deep Learning
2021/07/26 by Garimella, Karthik, Jha, Nandan Kumar, Reagen, Brandon · 2 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)