Sai Manoj P D

Sai Manoj P D

George Mason University

H-index: 22

North America-United States

About Sai Manoj P D

Sai Manoj P D, With an exceptional h-index of 22 and a recent h-index of 20 (since 2020), a distinguished researcher at George Mason University, specializes in the field of Hardware security, Machine learning on FPGA/ASIC, Cyber-Physical Systems, Embedded Systems, Low-power IC design.

His recent articles reflect a diverse array of research interests and contributions to the field:

Special Session: Mitigating Side-channel Attacks through Circuit to Application Layer Approaches

Hardware trojan detection using machine learning: A tutorial

Advanced Reinforcement Learning Solution for Clock Skew Engineering: Modified Q-Table Update Technique for Peak Current and IR Drop Minimization

Automated Supervised Topic Modeling Framework for Hardware Weaknesses

Securing AI Hardware: Challenges in Detecting and Mitigating Hardware Trojans in ML Accelerators

Coarse-Grained High-speed Reconfigurable Array-based Approximate Accelerator for Deep Learning Applications

Don’t Cross Me! Cross-layer System Security

Defense Against On-Chip Trojans Enabling Traffic Analysis Attacks Based on Machine Learning and Data Augmentation

Sai Manoj P D Information

University

Position

___

Citations(all)

1563

Citations(since 2020)

1322

Cited By

717

hIndex(all)

22

hIndex(since 2020)

20

i10Index(all)

45

i10Index(since 2020)

33

Email

University Profile Page

George Mason University

Google Scholar

View Google Scholar Profile

Sai Manoj P D Skills & Research Interests

Hardware security

Machine learning on FPGA/ASIC

Cyber-Physical Systems

Embedded Systems

Low-power IC design

Top articles of Sai Manoj P D

Title

Journal

Author(s)

Publication Date

Special Session: Mitigating Side-channel Attacks through Circuit to Application Layer Approaches

Nima Kavand

Armin Darjani

Jens Trommer

Giulio Galderisi

Thomas Mikolajick

...

2023/9/17

Hardware trojan detection using machine learning: A tutorial

Kevin Immanuel Gubbi

Banafsheh Saber Latibari

Anirudh Srikanth

Tyler Sheaves

Sayed Arash Beheshti-Shirazi

...

2023/4/19

Advanced Reinforcement Learning Solution for Clock Skew Engineering: Modified Q-Table Update Technique for Peak Current and IR Drop Minimization

IEEE Access

Sayed Aresh Beheshti-Shirazi

Najmeh Nazari

Kevin Immanuel Gubbi

Banafsheh Saber Latibari

Setareh Rafatirad

...

2023/8/11

Automated Supervised Topic Modeling Framework for Hardware Weaknesses

Rakibul Hassan

Charan Bandi

Meng-Tien Tsai

Shahriar Golchin

Sai Manoj PD

...

2023/4/5

Securing AI Hardware: Challenges in Detecting and Mitigating Hardware Trojans in ML Accelerators

Kevin Immanuel Gubbi

Inderpreet Kaur

Abdallah Hashem

Sai Manoj PD

Houman Homayoun

...

2023/8/6

Coarse-Grained High-speed Reconfigurable Array-based Approximate Accelerator for Deep Learning Applications

Katherine Mercado

Sathwika Bavikadi

Sai Manoj PD

2023/3/22

Don’t Cross Me! Cross-layer System Security

Najmeh Nazari

Chongzhou Fang

Sai Manoj PD

Houman Homayoun

2023/7/9

Defense Against On-Chip Trojans Enabling Traffic Analysis Attacks Based on Machine Learning and Data Augmentation

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Abhijitt Dhavlle

M Meraj Ahmed

Naseef Mansoor

Kanad Basu

Amlan Ganguly

...

2023/5/22

Survey of machine learning for electronic design automation

Kevin Immanuel Gubbi

Sayed Aresh Beheshti-Shirazi

Tyler Sheaves

Soheil Salehi

Sai Manoj PD

...

2022/6/6

Silicon validation of LUT-based logic-locked IP cores

Gaurav Kolhe

Tyler Sheaves

Kevin Immanuel Gubbi

Tejas Kadale

Setareh Rafatirad

...

2022/7/10

Rafel-robust and data-aware federated learning-inspired malware detection in internet-of-things (iot) networks

Sanket Shukla

Gaurav Kolhe

Houman Homayoun

Setareh Rafatirad

Sai Manoj PD

2022/6/6

LOCK&ROLL: Deep-learning power side-channel attack mitigation using emerging reconfigurable devices and logic locking

Gaurav Kolhe

Tyler Sheaves

Kevin Immanuel Gubbi

Soheil Salehi

Setareh Rafatirad

...

2022/7/10

UBOL: User-Behavior-aware one-shot learning for safe autonomous driving

Sanket Shukla

Sreenitha Kasarapu

Rakibul Hasan

Sai Manoj PD

Haiying Shen

2022/4/28

Neuromorphic-enabled security for iot

Soheil Salehi

Tyler Sheaves

Kevin Immanuel Gubbi

Sayed Arash Beheshti

Sai Manoj PD

...

2022/6/19

Characterization of AES Implementations on Microprocessor-based IoT Devices

Sunanda Roy

Angelos Stavrou

Brian L Mark

Kai Zeng

Sai Manoj PD

...

2022/4/10

Cad-fsl: Code-aware data generation based few-shot learning for efficient malware detection

Sreenitha Kasarapu

Sanket Shukla

Rakibul Hassan

Avesta Sasan

Houman Homayoun

...

2022/6/6

Iron-Dome: Securing IoT Networked Systems at Runtime by Network and Device Characteristics to Confine Malware Epidemics

Sanket Shukla

Abhijitt Dhavlle

Sai Manoj PD

Houman Homayoun

Setareh Rafatirad

2022/10/23

Adaptive-Gravity: A Defense Against Adversarial Samples

Ali Mirzaeian

Zhi Tian

Sai Manoj PD

Banafsheh S Latibari

Ioannis Savidis

...

2022/4/6

RAPTA: A hierarchical representation learning solution for real-time prediction of path-based static timing analysis

Tanmoy Chowdhury

Ashkan Vakil

Banafsheh Latibari

Seyed Beheshti

Ali Mirzaeian

...

2022/3

A Universal Adversarial Attack on Time-Series DNNs for Connected Autonomous Vehicles

Qichang Liu

Tanmoy Sen

Haiying Shen

Sai Manoj PD

2022/10/19

See List of Professors in Sai Manoj P D University(George Mason University)

Co-Authors

H-index: 51
Axel Jantsch

Axel Jantsch

Technische Universität Wien

H-index: 37
Houman Homayoun

Houman Homayoun

University of California, Davis

H-index: 28
Avesta Sasan

Avesta Sasan

George Mason University

H-index: 21
Hossein Sayadi

Hossein Sayadi

California State University, Long Beach

H-index: 16
Hosein Mohammadi Makrani

Hosein Mohammadi Makrani

University of California, Davis

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