F-LEMMA: Fast Learning-based Energy Management for Multi-/Many-core Processors. - An Zou; Karthik Garimella; Benjamin Lee; Christopher D. Gill; Xuan Zhang 001 (MLCAD, 2020)

Attacking vision-based perception in end-to-end autonomous driving models. - Adith Boloor; Karthik Garimella; Xin He; Christopher D. Gill; Yevgeniy Vorobeychik; Xuan Zhang 001 (J. Syst. Archit., 2020)

Sisyphus: A Cautionary Tale of Using Low-Degree Polynomial Activations in Privacy-Preserving Deep Learning. - Karthik Garimella; Nandan Kumar Jha; Brandon Reagen (CoRR, 2021)

CryptoNite: Revealing the Pitfalls of End-to-End Private Inference at Scale. - Karthik Garimella; Nandan Kumar Jha; Zahra Ghodsi; Siddharth Garg; Brandon Reagen (CoRR, 2021)

Characterizing and Optimizing End-to-End Systems for Private Inference. - Karthik Garimella; Zahra Ghodsi; Nandan Kumar Jha; Siddharth Garg; Brandon Reagen (ASPLOS (3), 2023)

Towards Fast and Scalable Private Inference. - Jianqiao Mo; Karthik Garimella; Negar Neda; Austin Ebel; Brandon Reagen (CF, 2023)

Orion: A Fully Homomorphic Encryption Compiler for Private Deep Neural Network Inference. - Austin Ebel; Karthik Garimella; Brandon Reagen (CoRR, 2023)

F-LEMMA: Fast Learning-Based Energy Management for Multi-/Many-Core Processors. - An Zou; Yehan Ma; Karthik Garimella; Benjamin Lee; Christopher D. Gill; Xuan Zhang 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

TruncFormer: Private LLM Inference Using Only Truncations. - Patrick Yubeaton; Jianqiao Mo; Karthik Garimella; Nandan Kumar Jha; Brandon Reagen; Chinmay Hegde; Siddharth Garg (CoRR, 2024)

Orion: A Fully Homomorphic Encryption Framework for Deep Learning. - Austin Ebel; Karthik Garimella; Brandon Reagen (ASPLOS (2), 2025)

EinHops: Einsum Notation for Expressive Homomorphic Operations on RNS-CKKS Tensors. - Karthik Garimella; Austin Ebel; Brandon Reagen (IACR Cryptol. ePrint Arch., 2025)

HE-LRM: Encrypted Deep Learning Recommendation Models using Fully Homomorphic Encryption. - Karthik Garimella; Austin Ebel; Gabrielle De Micheli; Brandon Reagen (CoRR, 2025)