Rupesh Raj Karn

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 18

Top Topics

Sequence Classification

Multicore Processors

Top Venues

IEEE Trans. Parallel Distributed Syst.

Publications

Rupesh Raj Karn, Johann Knechtel, Ozgur Sinanoglu
Code-Based Cryptography for Confidential Inference on FPGAs: An End-to-End Methodology. ISQED (2024)
Rupesh Raj Karn, Johann Knechtel, Ozgur Sinanoglu
Progressive Learning With Recurrent Neural Network for Sequence Classification. IEEE Trans. Circuits Syst. II Express Briefs 71 (3) (2024)
Rammi Das, Rupesh Raj Karn, Jukka Heikkonen, Rajeev Kumar Kanth
TNEST: Training Sparse Neural Network for FPGA Based Edge Application. ACR (2024)
Rupesh Raj Karn, Johann Knechtel, Ozgur Sinanoglu
Obfuscation of FSMs for Secure Outsourcing of Neural Network Inference onto FPGAs. ISCAS (2024)
Rupesh Raj Karn, Kashif Nawaz, Ibrahim Abe M. Elfadel
Securing Decision Tree Inference Using Order-Preserving Cryptography. AICAS (2023)
Rupesh Raj Karn, Kashif Nawaz, Ibrahim Abe M. Elfadel
Post-Quantum, Order-Preserving Encryption for the Confidential Inference in Decision Trees: FPGA Design and Implementation. VLSI-SoC (2023)
Manoj Joshi, Dibakar Raj Pant, Rupesh Raj Karn, Jukka Heikkonen, Rajeev Kumar Kanth
Meta-Learning, Fast Adaptation, and Latent Representation for Head Pose Estimation. FRUCT (2022)
Rupesh Raj Karn, Rammi Das, Dibakar Raj Pant, Jukka Heikkonen, Rajeev Kumar Kanth
Automated Testing and Resilience of Microservice's Network-link using Istio Service Mesh. FRUCT (2022)
Rupesh Raj Karn, Ibrahim Abe M. Elfadel
Confidential Inference in Decision Trees: FPGA Design and Implementation. VLSI-SoC (2022)
Rupesh Raj Karn, Matthew Ziegler, Jinwook Jung, Ibrahim Abe M. Elfadel
Hyper-parameter Tuning for Progressive Learning and its Application to Network Cyber Security. ISCAS (2022)
Rupesh Raj Karn, Prabhakar Kudva, Ibrahim M. Elfadel
Learning Without Forgetting: A New Framework for Network Cyber Security Threat Detection. IEEE Access 9 (2021)
Rupesh Raj Karn, Prabhakar Kudva, Hai Huang, Sahil Suneja, Ibrahim M. Elfadel
Cryptomining Detection in Container Clouds Using System Calls and Explainable Machine Learning. IEEE Trans. Parallel Distributed Syst. 32 (3) (2021)
Rupesh Raj Karn, Prabhakar Kudva, Ibrahim Abe M. Elfadel
Dynamically Generated Compact Neural Networks for Task Progressive Learning. ISCAS (2020)
Rupesh Raj Karn, Prabhakar Kudva, Ibrahim Abe M. Elfadel
Dynamic Autoselection and Autotuning of Machine Learning Models for Cloud Network Analytics. IEEE Trans. Parallel Distributed Syst. 30 (5) (2019)
Rupesh Raj Karn, Prabhakar Kudva, Ibrahim M. Elfadel
Criteria for Learning without Forgetting in Artificial Neural Networks. ICCC (2019)
Rupesh Raj Karn, Ibrahim Abe M. Elfadel
Autoscaling of cores in multicore processors using power and thermal workload signatures. MWSCAS (2016)
Rupesh Raj Karn, Ibrahim Abe M. Elfadel
Multicore power proxies using least-angle regression. ISCAS (2015)
Rupesh Raj Karn, Ibrahim M. Elfadel
Extraction of thermal workload signatures in multicore processors using least angle regression. ICCSPA (2015)