Works (10)

Updated: January 2nd, 2024 09:02

2023 conference paper

Generative Adversarial Network Based Adaptive Transmitter Modeling

2023 IEEE 73rd Electronic Components and Technology Conference (ECTC).

By: P. Kashyap nโ€‰, P. Ravichandiran n, D. Baron n, C. Wongโ€‰ n, T. Wuโ€‰ n & P. Franzonโ€‰ n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Source: ORCID
Added: August 19, 2023

2023 article

Thermal Estimation for 3D-ICs through Generative Networks

2023 IEEE INTERNATIONAL 3D SYSTEMS INTEGRATION CONFERENCE, 3DIC.

By: P. Kashyap nโ€‰, P. Ravichandiran n, L. Wang*, D. Baron nโ€‰, C. Wong nโ€‰, T. Wu nโ€‰, P. Franzon nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: 3DIC; thermal; generative; GAN; hybrid-bonding
Sources: Web Of Science, ORCID
Added: August 14, 2023

2022 article

FAXID: FPGA-Accelerated XGBoost Inference for Data Centers using HLS

2022 IEEE 30TH INTERNATIONAL SYMPOSIUM ON FIELD-PROGRAMMABLE CUSTOM COMPUTING MACHINES (FCCM 2022), pp. 113โ€“121.

By: A. Gajjar n, P. Kashyap nโ€‰, A. Aysu n, P. Franzon nโ€‰, S. Dey* & C. Cheng*

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Sources: Web Of Science, ORCID
Added: October 11, 2022

2022 article

Modeling of Adaptive Receiver Performance Using Generative Adversarial Networks

IEEE 72ND ELECTRONIC COMPONENTS AND TECHNOLOGY CONFERENCE (ECTC 2022), pp. 1958โ€“1963.

By: P. Kashyap nโ€‰, Y. Choi*, S. Dey*, D. Baron nโ€‰, C. Wong nโ€‰, T. Wu nโ€‰, C. Cheng*, P. Franzon nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: SerDes; receiver; behavior modeling; adaptive; generative; GAN; DFE; IBIS-AMI
Sources: Web Of Science, ORCID
Added: September 19, 2022

2022 article

RxGAN: Modeling High-Speed Receiver through Generative Adversarial Networks

MLCAD '22: PROCEEDINGS OF THE 2022 ACM/IEEE 4TH WORKSHOP ON MACHINE LEARNING FOR CAD (MLCAD), pp. 167โ€“172.

By: P. Kashyap nโ€‰, A. Gajjar n, Y. Choi*, C. Wong nโ€‰, D. Baron nโ€‰, T. Wu nโ€‰, C. Cheng*, P. Franzon nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ

Contributors: P. Kashyap nโ€‰

author keywords: SerDes; receiver; behavior modeling; adaptive; generative; measurement; GAN; DFE; IBIS-AMI
Sources: Web Of Science, ORCID
Added: October 31, 2022

2021 journal article

2Deep: Enhancing Side-Channel Attacks on Lattice-Based Key-Exchange via 2-D Deep Learning

IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 40(6), 1217โ€“1229.

By: P. Kashyap nโ€‰, F. Aydin n, S. Potluri n, P. Franzon nโ€‰ & A. Aysu n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Resistance; Performance evaluation; Deep learning; Protocols; Power measurement; Side-channel attacks; NIST; Cross-device; data-augmentation; deep learning (DL); lattice-based key-exchange protocols; power side channels
Sources: Web Of Science, ORCID
Added: June 10, 2021

2021 article

High Speed Receiver Modeling Using Generative Adversarial Networks

IEEE 30TH CONFERENCE ON ELECTRICAL PERFORMANCE OF ELECTRONIC PACKAGING AND SYSTEMS (EPEPS 2021).

By: P. Kashyap nโ€‰, W. Pitts n, D. Baron nโ€‰, C. Wong nโ€‰, T. Wu nโ€‰ & P. Franzon nโ€‰

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: eye diagram; IBIS-AMI; generative model; generative adversarial network; GAN; receiver
Sources: Web Of Science, ORCID
Added: March 21, 2022

2020 chapter

DeePar-SCA: Breaking Parallel Architectures of Lattice Cryptography via Learning Based Side-Channel Attacks

In Lecture Notes in Computer Science (pp. 262โ€“280).

By: F. Aydin n, P. Kashyap nโ€‰, S. Potluri n, P. Franzonโ€‰ n & A. Aysuโ€‰ n

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: Deep-learning; Power side-channels; Lattice-based key-exchange protocols
Source: ORCID
Added: October 4, 2021

2020 article

Machine Learning and Hardware security: Challenges and Opportunities -Invited Talk

2020 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER AIDED-DESIGN (ICCAD).

co-author countries: Germany ๐Ÿ‡ฉ๐Ÿ‡ช France ๐Ÿ‡ซ๐Ÿ‡ท Ireland ๐Ÿ‡ฎ๐Ÿ‡ช Japan ๐Ÿ‡ฏ๐Ÿ‡ต Netherlands ๐Ÿ‡ณ๐Ÿ‡ฑ Singapore ๐Ÿ‡ธ๐Ÿ‡ฌ United States of America ๐Ÿ‡บ๐Ÿ‡ธ
author keywords: machine learning; hardware security
Sources: Web Of Science, ORCID
Added: August 30, 2021

2018 conference paper

An Autonomous Simultaneous Localization and Mapping Walker for Indoor Navigation

2018 IEEE 39th Sarnoff Symposium.

By: P. Kashyap*โ€‰, M. Saleh*, D. Shakhbulatovโ€‰* & Z. Dong

co-author countries: United States of America ๐Ÿ‡บ๐Ÿ‡ธ
Source: ORCID
Added: October 4, 2021

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