Rupesh Raj Karn

36 papers A* 1C 10Misc 3Journal 7Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Benchmarking Continual Learning on Netlists with Circuit-Targeted Graph Neural Networks. ASP-DAC Rupesh Raj Karn, Johann Knechtel, Ozgur Sinanoglu
2026	—	`conf`	LLM-Driven Python-to-Rust Translation for Efficient and Safe Code for Neural Networks: llm4py2rs. ICISSP (2) Rupesh Raj Karn, Johann Knechtel, Siddharth Garg, Ramesh Karri, Ozgur Sinanoglu
2026	—	`conf`	Securing Hyper-Dimensional Computing: A Locking Mechanism with FPGA Implementation. ICISSP (2) Rupesh Raj Karn, Paul R. Genssler, Hussam Amrouch, Ozgur Sinanoglu
2025	—	`conf`	Backdoor Attack Detection in Decision Tree Classifiers Using SHAP Explainability. CAI Rupesh Raj Karn, Johann Knechtel, Ozgur Sinanoglu
2025	C	`conf`	Educational Framework for Power Side-Channel Attacks on Neural Networks in Embedded Systems. ISCAS Rupesh Raj Karn, Prithwish Basu Roy, Johann Knechtel, Ozgur Sinanoglu
2025	C	`conf`	LLM-Driven Code Generation for Neural Networks on FPGAs: Bridging Python and HLS. ICCD Rupesh Raj Karn, Johann Knechtel, Ramesh Karri, Ozgur Sinanoglu
2025	J	`jnl`	Linear Feedback Control Systems for Iterative Prompt Optimization in Large Language Models. CoRR Rupesh Raj Karn
2025	J	`jnl`	Logic Encryption: This Time for Real. CoRR Rupesh Raj Karn, Lakshmi Likhitha Mankali, Zeng Wang, Saideep Sreekumar, Prithwish Basu Roy, Ozgur Sinanoglu, Lilas Alrahis, Johann Knechtel
2025	—	`conf`	Logic Locking for Random Forests: Securing HDL Design and FPGA Accelerator Implementation. ICISSP (2) Rupesh Raj Karn, Johann Knechtel, Ozgur Sinanoglu
2025	J	`jnl`	SALAD: Systematic Assessment of Machine Unlearing on LLM-Aided Hardware Design. CoRR Zeng Wang, Minghao Shao, Rupesh Raj Karn, Likhitha Mankali, Jitendra Bhandari, Ramesh Karri, Ozgur Sinanoglu, Muhammad Shafique, Johann Knechtel
2025	—	`conf`	SALAD: Systematic Assessment of Machine Unlearning on LLM-Aided Hardware Design. MLCAD Zeng Wang, Minghao Shao, Rupesh Raj Karn, Likhitha Mankali, Jitendra Bhandari, Ramesh Karri, Ozgur Sinanoglu, Muhammad Shafique, Johann Knechtel
2025	C	`conf`	Trojan Attacks on Graph Convolution Neural Networks for Circuit Analysis. VLSI-SoC Rupesh Raj Karn, Ozgur Sinanoglu
2025	—	`conf`	Unlearning in Decision Tree Classifiers and Microcontroller Implementations. CAI Rupesh Raj Karn, Prithwish Basu Roy, Johann Knechtel, Ozgur Sinanoglu
2024	—	`conf`	Benchmarking Backdoor Attacks on Graph Convolution Neural Networks: A Comprehensive Analysis of Poisoning Techniques. SPACE Rupesh Raj Karn, Ozgur Sinanoglu
2024	—	`conf`	Code-Based Cryptography for Confidential Inference on FPGAs: An End-to-End Methodology. ISQED Rupesh Raj Karn, Johann Knechtel, Ozgur Sinanoglu
2024	—	`conf`	Locking Decision Tree with State Permutation Obfuscation: Software Implementation. NewCAS Rupesh Raj Karn, Ozgur Sinanoglu
2024	C	`conf`	Obfuscation of FSMs for Secure Outsourcing of Neural Network Inference onto FPGAs. ISCAS Rupesh Raj Karn, Johann Knechtel, Ozgur Sinanoglu
2024	A*	`conf`	Order-Preserving Cryptography for the Confidential Inference in Random Forests: FPGA Design and Implementation. DAC Rupesh Raj Karn, Kashif Nawaz, Ibrahim Abe M. Elfadel
2024	J	`jnl`	Progressive Learning With Recurrent Neural Network for Sequence Classification. IEEE Trans. Circuits Syst. II Express Briefs Rupesh Raj Karn, Johann Knechtel, Ozgur Sinanoglu
2024	Misc	`conf`	Selective Forgetting in Task-Progressive Learning Through Machine Unlearning. ICMLC Rupesh Raj Karn, Johann Knechtel, Ozgur Sinanoglu
2024	—	`conf`	TNEST: Training Sparse Neural Network for FPGA Based Edge Application. ACR Rammi Das, Rupesh Raj Karn, Jukka Heikkonen, Rajeev Kumar Kanth
2023	—	`conf`	Confidential Inference in Decision Trees. VLSI-SoC (Selected Papers) Rupesh Raj Karn, Mizan Abraha Gebremichael, Kashif Nawaz, Ibrahim M. Elfadel
2023	C	`conf`	Post-Quantum, Order-Preserving Encryption for the Confidential Inference in Decision Trees: FPGA Design and Implementation. VLSI-SoC Rupesh Raj Karn, Kashif Nawaz, Ibrahim Abe M. Elfadel
2023	—	`conf`	Securing Decision Tree Inference Using Order-Preserving Cryptography. AICAS Rupesh Raj Karn, Kashif Nawaz, Ibrahim Abe M. Elfadel
2022	Misc	`conf`	Automated Testing and Resilience of Microservice's Network-link using Istio Service Mesh. FRUCT Rupesh Raj Karn, Rammi Das, Dibakar Raj Pant, Jukka Heikkonen, Rajeev Kumar Kanth
2022	C	`conf`	Confidential Inference in Decision Trees: FPGA Design and Implementation. VLSI-SoC Rupesh Raj Karn, Ibrahim Abe M. Elfadel
2022	C	`conf`	Hyper-parameter Tuning for Progressive Learning and its Application to Network Cyber Security. ISCAS Rupesh Raj Karn, Matthew M. Ziegler, Jinwook Jung, Ibrahim Abe M. Elfadel
2022	Misc	`conf`	Meta-Learning, Fast Adaptation, and Latent Representation for Head Pose Estimation. FRUCT Manoj Joshi, Dibakar Raj Pant, Rupesh Raj Karn, Jukka Heikkonen, Rajeev Kumar Kanth
2021	J	`jnl`	Cryptomining Detection in Container Clouds Using System Calls and Explainable Machine Learning. IEEE Trans. Parallel Distributed Syst. Rupesh Raj Karn, Prabhakar Kudva, Hai Huang, Sahil Suneja, Ibrahim M. Elfadel
2021	J	`jnl`	Learning Without Forgetting: A New Framework for Network Cyber Security Threat Detection. IEEE Access Rupesh Raj Karn, Prabhakar Kudva, Ibrahim M. Elfadel
2020	C	`conf`	Dynamically Generated Compact Neural Networks for Task Progressive Learning. ISCAS Rupesh Raj Karn, Prabhakar Kudva, Ibrahim Abe M. Elfadel
2019	C	`conf`	Criteria for Learning without Forgetting in Artificial Neural Networks. ICCC Rupesh Raj Karn, Prabhakar Kudva, Ibrahim M. Elfadel
2019	J	`jnl`	Dynamic Autoselection and Autotuning of Machine Learning Models for Cloud Network Analytics. IEEE Trans. Parallel Distributed Syst. Rupesh Raj Karn, Prabhakar Kudva, Ibrahim Abe M. Elfadel
2016	—	`conf`	Autoscaling of cores in multicore processors using power and thermal workload signatures. MWSCAS Rupesh Raj Karn, Ibrahim Abe M. Elfadel
2015	—	`conf`	Extraction of thermal workload signatures in multicore processors using least angle regression. ICCSPA Rupesh Raj Karn, Ibrahim M. Elfadel
2015	C	`conf`	Multicore power proxies using least-angle regression. ISCAS Rupesh Raj Karn, Ibrahim Abe M. Elfadel