Works (10)

Updated: August 19th, 2023 05:02

2023 conference paper

Generative Adversarial Network Based Adaptive Transmitter Modeling

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

By: P. Kashyap n, P. Ravichandiran n, D. Baron n, C. Wong n, T. Wu n & P. Franzon n

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 n, P. Ravichandiran n, L. Wang*, D. Baron n, C. Wong n, T. Wu n, P. Franzon n

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. 113–121.

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

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. 1958–1963.

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

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. 167–172.

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

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), 1217–1229.

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

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 n, W. Pitts n, D. Baron n, C. Wong n, T. Wu n & P. Franzon n

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. 262–280).

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

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).

By: F. Regazzoni*, S. Bhasin*, A. Pour*, I. Alshaer*, F. Aydin n, A. Aysu n, V. Beroulle*, G. Di Natale* ...

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*, M. Saleh*, D. Shakhbulatov* & Z. Dong

Source: ORCID
Added: October 4, 2021