Sai Manoj Pudukotai Dinakarrao

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2024

3DL-PIM: A Look-Up Table Oriented Programmable Processing in Memory Architecture Based on the 3-D Stacked Memory for Data-Intensive ApplicationsPurab Ranjan Sutradhar, Sathwika Bavikadi, Sai Manoj Pudukotai Dinakarrao, Mark A. Indovina, Amlan Ganguly. tetc, 12(1):60-72, January - March 2024. [doi]

Performance- and Energy-Aware Gait-Based User Authentication With Intermittent Computation for IoT DevicesPavlos Zouridakis, Sai Manoj Pudukotai Dinakarrao. tcad, 43(2):600-612, February 2024. [doi]

2023

Heterogeneous Multi-Functional Look-Up-Table-based Processing-in-Memory Architecture for Deep Learning AccelerationSathwika Bavikadi, Purab Ranjan Sutradhar, Amlan Ganguly, Sai Manoj Pudukotai Dinakarrao. isqed 2023: 1-8 [doi]

Defense Against On-Chip Trojans Enabling Traffic Analysis Attacks Based on Machine Learning and Data AugmentationAbhijitt Dhavlle, M. Meraj Ahmed, Naseef Mansoor, Kanad Basu, Amlan Ganguly, Sai Manoj Pudukotai Dinakarrao. tcad, 42(12):4681-4694, December 2023. [doi]

Circuit Topology-Aware Vaccination-Based Hardware Trojan DetectionRakibul Hassan, Xingyu Meng, Kanad Basu, Sai Manoj Pudukotai Dinakarrao. tcad, 42(9):2852-2862, September 2023. [doi]

Resource- and Workload-Aware Model Parallelism-Inspired Novel Malware Detection for IoT DevicesSreenitha Kasarapu, Sanket Shukla, Sai Manoj Pudukotai Dinakarrao. tcad, 42(12):4618-4628, December 2023. [doi]

Reconfigurable FET Approximate Computing-based Accelerator for Deep Learning ApplicationsRaghul Saravanan, Sathwika Bavikadi, Shubham Rai, Akash Kumar 0001, Sai Manoj Pudukotai Dinakarrao. iscas 2023: 1-5 [doi]

Federated Learning with Heterogeneous Models for On-device Malware Detection in IoT NetworksSanket Shukla, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao. date 2023: 1-6 [doi]

FlutPIM: : A Look-up Table-based Processing in Memory Architecture with Floating-point Computation Support for Deep Learning ApplicationsPurab Ranjan Sutradhar, Sathwika Bavikadi, Mark Indovina, Sai Manoj Pudukotai Dinakarrao, Amlan Ganguly. glvlsi 2023: 207-211 [doi]

CAPTIVE: Constrained Adversarial Perturbations to Thwart IC Reverse EngineeringAmir Hosein Afandizadeh Zargari, Marzieh Ashrafiamiri, Minjun Seo, Sai Manoj Pudukotai Dinakarrao, Mohammed E. Fouda, Fadi J. Kurdahi. information, 14(12):656, 2023. [doi]

2022

POLAR: Performance-aware On-device Learning Capable Programmable Processing-in-Memory Architecture for Low-Power ML ApplicationsSathwika Bavikadi, Purab Ranjan Sutradhar, Mark Indovina, Amlan Ganguly, Sai Manoj Pudukotai Dinakarrao. dsd 2022: 889-898 [doi]

A Survey on Machine Learning Accelerators and Evolutionary Hardware PlatformsSathwika Bavikadi, Abhijitt Dhavlle, Amlan Ganguly, Anand Haridass, Hagar Hendy, Cory E. Merkel, Vijay Janapa Reddi, Purab Ranjan Sutradhar, Arun Joseph, Sai Manoj Pudukotai Dinakarrao. dt, 39(3):91-116, 2022. [doi]

Implementation and Evaluation of Deep Neural Networks in Commercially Available Processing in Memory HardwarePrangon Das, Purab Ranjan Sutradhar, Mark Indovina, Sai Manoj Pudukotai Dinakarrao, Amlan Ganguly. socc 2022: 1-6 [doi]

Imitating Functional Operations for Mitigating Side-Channel LeakageAbhijitt Dhavlle, Setareh Rafatirad, Khaled N. Khasawneh, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao. tcad, 41(4):868-881, 2022. [doi]

CR-Spectre: Defense-Aware ROP Injected Code-Reuse Based Dynamic SpectreAbhijitt Dhavlle, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao. date 2022: 508-513 [doi]

Guest Editors' Introduction: Special Issue on Benchmarking Machine Learning Systems and ApplicationsSai Manoj Pudukotai Dinakarrao, Arun Joseph, Amlan Ganguly, Anand Haridass, Vijay Janappa Reddi. dt, 39(3):5-7, 2022. [doi]

Session details: Session 7A: Special Session - 3: Machine Learning-Aided Computer-Aided DesignSai Manoj Pudukotai Dinakarrao. glvlsi 2022: [doi]

A Neural Network-Based Cognitive Obfuscation Toward Enhanced Logic LockingRakibul Hassan, Gaurav Kolhe, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao. tcad, 41(11):4587-4599, 2022. [doi]

Accelerating Adversarial Attack using Process-in-Memory ArchitectureShiyi Liu, Sathwika Bavikadi, Tanmoy Sen, Haiying Shen, Purab Ranjan Sutradhar, Amlan Ganguly, Sai Manoj Pudukotai Dinakarrao, Brian L. Smith. msn 2022: 325-330 [doi]

Look-up-Table Based Processing-in-Memory Architecture With Programmable Precision-Scaling for Deep Learning ApplicationsPurab Ranjan Sutradhar, Sathwika Bavikadi, Mark Connolly, Savankumar Prajapati, Mark Indovina, Sai Manoj Pudukotai Dinakarrao, Amlan Ganguly. tpds, 33(2):263-275, 2022. [doi]

Performance-aware Lightweight Dynamic Early-Exit-based Gait AuthenticationPavlos Zouridakis, Sai Manoj Pudukotai Dinakarrao. iscas 2022: 1-5 [doi]

2021

Deep graph transformation for attributed, directed, and signed networksXiaojie Guo 0002, Liang Zhao 0002, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao. kais, 63(6):1305-1337, 2021. [doi]

AWARe-Wi: A jamming-aware reconfigurable wireless interconnection using adversarial learning for multichip systemsM. Meraj Ahmed, Amlan Ganguly, Abhishek Vashist, Sai Manoj Pudukotai Dinakarrao. suscom, 29(Part):100470, 2021. [doi]

What Can a Remote Access Hardware Trojan do to a Network-on-Chip?M. Meraj Ahmed, Abhijitt Dhavlle, Naseef Mansoor, Sai Manoj Pudukotai Dinakarrao, Kanad Basu, Amlan Ganguly. iscas 2021: 1-5 [doi]

Adversarial Attack Mitigation Approaches Using RRAM-Neuromorphic ArchitecturesSiddharth Barve, Sanket Shukla, Sai Manoj Pudukotai Dinakarrao, Rashmi Jha. glvlsi 2021: 201-206 [doi]

uPIM: Performance-aware Online Learning Capable Processing-in-MemorySathwika Bavikadi, Purab Ranjan Sutradhar, Amlan Ganguly, Sai Manoj Pudukotai Dinakarrao. aicas 2021: 1-4 [doi]

Deep Graph Learning for Circuit DeobfuscationZhiqian Chen, Lei Zhang, Gaurav Kolhe, Hadi Mardani Kamali, Setareh Rafatirad, Sai Manoj Pudukotai Dinakarrao, Houman Homayoun, Chang-Tien Lu, Liang Zhao 0002. fdata, 4:608286, 2021. [doi]

Design of Hardware Trojans and its Impact on CPS Systems: A Comprehensive SurveyAbhijitt Dhavlle, Rakibul Hassan, Manideep Mittapalli, Sai Manoj Pudukotai Dinakarrao. iscas 2021: 1-5 [doi]

HMD-Hardener: Adversarially Robust and Efficient Hardware-Assisted Runtime Malware DetectionAbhijitt Dhavlle, Sanket Shukla, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao. date 2021: 1769-1774 [doi]

Power Swapper: Approximate Functional Block Assisted Cryptosystem SecurityAbhijitt Dhavlle, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao. socc 2021: 101-105 [doi]

Energy-Efficient and Error-Resilient Cognitive I/O for 3-D-Integrated Manycore MicroprocessorsSai Manoj Pudukotai Dinakarrao, Hantao Huang, Hao Yu 0001. dt, 38(6):88-95, 2021. [doi]

Self-aware power management for multi-core microprocessorsSai Manoj Pudukotai Dinakarrao. suscom, 29(Part):100480, 2021. [doi]

A Cognitive SAT to SAT-Hard Clause Translation-based Logic ObfuscationRakibul Hassan, Gaurav Kolhe, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao. date 2021: 1172-1177 [doi]

Performance-aware Malware Epidemic Confinement in Large-Scale IoT NetworksRakibul Hassan, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao. icc 2021: 1-6 [doi]

Demography-aware COVID-19 Confinement with Game TheorySreenitha Kasarapu, Rakibul Hassan, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao. aicas 2021: 1-4 [doi]

Adaptive Performance Modeling of Data-intensive Workloads for Resource Provisioning in Virtualized EnvironmentHosein Mohammadi Makrani, Hossein Sayadi, Najmeh Nazari, Sai Manoj Pudukotai Dinakarrao, Avesta Sasan, Tinoosh Mohsenin, Setareh Rafatirad, Houman Homayoun. tompecs, 5(4), 2021. [doi]

Can Overclocking Detect Hardware Trojans?Xingyu Meng, Rakibul Hassan, Sai Manoj Pudukotai Dinakarrao, Kanad Basu. iscas 2021: 1-5 [doi]

Energy-Efficient and Adversarially Robust Machine Learning with Selective Dynamic Band FilteringNeha Nagarkar, Khaled N. Khasawneh, Setareh Rafatirad, Avesta Sasan, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao. glvlsi 2021: 195-200 [doi]

An Ultra-efficient Look-up Table based Programmable Processing in Memory Architecture for Data EncryptionPurab Ranjan Sutradhar, Kanad Basu, Sai Manoj Pudukotai Dinakarrao, Amlan Ganguly. iccd 2021: 252-259 [doi]

Enabling Micro AI for Securing Edge Devices at Hardware LevelHan Wang, Hossein Sayadi, Sai Manoj Pudukotai Dinakarrao, Avesta Sasan, Setareh Rafatirad, Houman Homayoun. esticas, 11(4):803-815, 2021. [doi]

2020

Architecting a Secure Wireless Interconnect for Multichip Communication: An ML ApproachM. Meraj Ahmed, Abhishek Vashist, Sai Manoj Pudukotai Dinakarrao, Amlan Ganguly. asianhost 2020: 1-6 [doi]

Defense Against on-Chip Trojans Enabling Traffic Analysis AttacksM. Meraj Ahmed, Abhijitt Dhavlle, Naseef Mansoor, Purab Ranjan Sutradhar, Sai Manoj Pudukotai Dinakarrao, Kanad Basu, Amlan Ganguly. asianhost 2020: 1-6 [doi]

R2AD: Randomization and Reconstructor-based Adversarial Defense on Deep Neural NetworkMarzieh Ashrafiamiri, Sai Manoj Pudukotai Dinakarrao, Amir Hosein Afandizadeh Zargari, Minjun Seo, Fadi J. Kurdahi, Houman Homayoun. mlcad 2020: 21-26 [doi]

A Review of In-Memory Computing Architectures for Machine Learning ApplicationsSathwika Bavikadi, Purab Ranjan Sutradhar, Khaled N. Khasawneh, Amlan Ganguly, Sai Manoj Pudukotai Dinakarrao. glvlsi 2020: 89-94 [doi]

Evolution of Defenses against Transient-Execution AttacksClaudio Canella, Sai Manoj Pudukotai Dinakarrao, Daniel Gruss, Khaled N. Khasawneh. glvlsi 2020: 169-174 [doi]

A Comprehensive Review of ML-based Time-Series and Signal Processing Techniques and their Hardware ImplementationsAbhijitt Dhavlle, Sai Manoj Pudukotai Dinakarrao. green 2020: 1-8 [doi]

Entropy-Shield: Side-Channel Entropy Maximization for Timing-based Side-Channel AttacksAbhijitt Dhavlle, Raj Mehta, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao. isqed 2020: 161-166 [doi]

Cognitive and Scalable Technique for Securing IoT Networks Against Malware EpidemicsSai Manoj Pudukotai Dinakarrao, Xiaojie Guo, Hossein Sayadi, Cameron Nowzari, Avesta Sasan, Setareh Rafatirad, Liang Zhao 0002, Houman Homayoun. access, 8:138508-138528, 2020. [doi]

SATConda: SAT to SAT-Hard Clause TranslatorRakibul Hassan, Gaurav Kolhe, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao. isqed 2020: 155-160 [doi]

DFSSD: Deep Faults and Shallow State Duality, A Provably Strong Obfuscation Solution for Circuits with Restricted Access to Scan ChainShervin Roshanisefat, Hadi Mardani Kamali, Kimia Zamiri Azar, Sai Manoj Pudukotai Dinakarrao, Naghmeh Karimi, Houman Homayoun, Avesta Sasan. vts 2020: 1-6 [doi]

pPIM: A Programmable Processor-in-Memory Architecture With Precision-Scaling for Deep LearningPurab Ranjan Sutradhar, Mark Connolly, Sathwika Bavikadi, Sai Manoj Pudukotai Dinakarrao, Mark Indovina, Amlan Ganguly. cal, 19(2):118-121, 2020. [doi]

2019

Adversarial Attack on Microarchitectural Events based Malware DetectorsSai Manoj Pudukotai Dinakarrao, Sairaj Amberkar, Sahil Bhat, Abhijitt Dhavlle, Hossein Sayadi, Avesta Sasan, Houman Homayoun, Setareh Rafatirad. dac 2019: 164 [doi]

Lightweight Node-level Malware Detection and Network-level Malware Confinement in IoT NetworksSai Manoj Pudukotai Dinakarrao, Hossein Sayadi, Hosein Mohammadi Makrani, Cameron Nowzari, Setareh Rafatirad, Houman Homayoun. date 2019: 776-781 [doi]

Application and Thermal-reliability-aware Reinforcement Learning Based Multi-core Power ManagementSai Manoj Pudukotai Dinakarrao, Arun Joseph, Anand Haridass, Muhammad Shafique 0001, Jörg Henkel, Houman Homayoun. jetc, 15(4), 2019. [doi]

Computer-aided Arrhythmia Diagnosis with Bio-signal Processing: A Survey of Trends and TechniquesSai Manoj Pudukotai Dinakarrao, Axel Jantsch, Muhammad Shafique 0001. ACM Comput. Surv., 52(2), 2019. [doi]

Deep Multi-attributed Graph Translation with Node-Edge Co-EvolutionXiaojie Guo, Liang Zhao 0002, Cameron Nowzari, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao. icdm 2019: 250-259 [doi]

SAT to SAT-Hard Clause TranslatorRakibul Hassan, Setareh Rafatirad, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao. cases 2019: 1-2 [doi]

ResCoNN: Resource-Efficient FPGA-Accelerated CNN for Traffic Sign ClassificationMartin Lechner, Axel Jantsch, Sai Manoj Pudukotai Dinakarrao. green 2019: 1-6 [doi]

Pyramid: Machine Learning Framework to Estimate the Optimal Timing and Resource Usage of a High-Level Synthesis DesignHosein Mohammadi Makrani, Farnoud Farahmand, Hossein Sayadi, Sara Bondi, Sai Manoj Pudukotai Dinakarrao, Houman Homayoun, Setareh Rafatirad. fpl 2019: 397-403 [doi]

2SMaRT: A Two-Stage Machine Learning-Based Approach for Run-Time Specialized Hardware-Assisted Malware DetectionHossein Sayadi, Hosein Mohammadi Makrani, Sai Manoj Pudukotai Dinakarrao, Tinoosh Mohsenin, Avesta Sasan, Setareh Rafatirad, Houman Homayoun. date 2019: 728-733 [doi]

Stealthy Malware Detection using RNN-Based Automated Localized Feature Extraction and ClassifierSanket Shukla, Gaurav Kolhe, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad. ictai 2019: 590-597 [doi]

Securing a Wireless Network-on-Chip Against Jamming-Based Denial-of-Service and Eavesdropping AttacksAbhishek Vashist, Andrew Keats, Sai Manoj Pudukotai Dinakarrao, Amlan Ganguly. tvlsi, 27(12):2781-2791, 2019. [doi]

Unified Testing and Security Framework for Wireless Network-on-Chip Enabled Multi-Core ChipsAbhishek Vashist, Andrew Keats, Sai Manoj Pudukotai Dinakarrao, Amlan Ganguly. tecs, 18(5s), 2019. [doi]

Securing a Wireless Network-on-Chip Against Jamming Based Denial-of-Service AttacksAbhishek Vashist, Andrew Keats, Sai Manoj Pudukotai Dinakarrao, Amlan Ganguly. isvlsi 2019: 320-325 [doi]

2018

Advances and throwbacks in hardware-assisted security: special sessionFerdinand Brasser, Lucas Davi, Abhijitt Dhavlle, Tommaso Frassetto, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad, Ahmad-Reza Sadeghi, Avesta Sasan, Hossein Sayadi, Shaza Zeitouni, Houman Homayoun. cases 2018: [doi]

ADDHard: Arrhythmia Detection with Digital Hardware by Learning ECG SignalSai Manoj Pudukotai Dinakarrao, Axel Jantsch. glvlsi 2018: 495-498 [doi]

A comprehensive memory analysis of data intensive workloads on server class architectureHosein Mohammadi Makrani, Hossein Sayadi, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad, Houman Homayoun. memsys 2018: 19-30 [doi]

Customized Machine Learning-Based Hardware-Assisted Malware Detection in Embedded DevicesHossein Sayadi, Hosein Mohammadi Makrani, Onkar Randive, Sai Manoj Pudukotai Dinakarrao, Setareh Rafatirad, Houman Homayoun. trustcom 2018: 1685-1688 [doi]

A fast and resource efficient FPGA implementation of secret sharing for storage applicationsJakob Stangl, Thomas Lorünser, Sai Manoj Pudukotai Dinakarrao. date 2018: 654-659 [doi]

Weighted Quantization-Regularization in DNNs for Weight Memory Minimization Toward HW ImplementationMatthias Wess, Sai Manoj Pudukotai Dinakarrao, Axel Jantsch. tcad, 37(11):2929-2939, 2018. [doi]

Q-Learning-Based Voltage-Swing Tuning and Compensation for 2.5-D Memory-Logic IntegrationDongjun Xu, Ningmei Yu, Hantao Huang, Sai Manoj Pudukotai Dinakarrao, Hao Yu. dt, 35(2):91-99, 2018. [doi]

2014

A zonotoped macromodeling for reachability verification of eye-diagram in high-speed I/O links with jitterSai Manoj Pudukotai Dinakarrao, Hao Yu, Chenji Gu, Cheng Zhuo. iccad 2014: 696-701 [doi]

Reinforcement learning based self-adaptive voltage-swing adjustment of 2.5D I/Os for many-core microprocessor and memory communicationHantao Huang, Sai Manoj Pudukotai Dinakarrao, Dongjun Xu, Hao Yu, Zhigang Hao. iccad 2014: 224-229 [doi]

A robustness optimization of SRAM dynamic stability by sensitivity-based reachability analysisYang Song, Sai Manoj Pudukotai Dinakarrao, Hao Yu. aspdac 2014: 461-466 [doi]

Zonotope-based nonlinear model order reduction for fast performance bound analysis of analog circuits with multiple-interval-valued parameter variationsYang Song, Sai Manoj Pudukotai Dinakarrao, Hao Yu. date 2014: 1-6 [doi]

Reachability-Based Robustness Verification and Optimization of SRAM Dynamic Stability Under Process VariationsYang Song, Hao Yu, Sai Manoj Pudukotai Dinakarrao. tcad, 33(4):585-598, 2014. [doi]

A thermal resilient integration of many-core microprocessors and main memory by 2.5D TSI I/OsSih-Sian Wu, Kanwen Wang, Sai Manoj Pudukotai Dinakarrao, Tsung-Yi Ho, Mingbin Yu, Hao Yu. date 2014: 1-4 [doi]

An energy-efficient 2.5D through-silicon interposer I/O with self-adaptive adjustment of output-voltage swingDongjun Xu, Sai Manoj Pudukotai Dinakarrao, Hantao Huang, Ningmei Yu, Hao Yu. islped 2014: 93-98 [doi]

2013

Cyber-physical management for heterogeneously integrated 3D thousand-core on-chip microprocessorSai Manoj Pudukotai Dinakarrao, Hao Yu. iscas 2013: 533-536 [doi]

Peak power reduction and workload balancing by space-time multiplexing based demand-supply matching for 3D thousand-core microprocessorSai Manoj Pudukotai Dinakarrao, Kanwen Wang, Hao Yu. dac 2013: 175 [doi]

Reliable 3-D Clock-Tree Synthesis Considering Nonlinear Capacitive TSV Model With Electrical-Thermal-Mechanical CouplingSai Manoj Pudukotai Dinakarrao, Hao Yu, Yang Shang, Chuan Seng Tan, Sung Kyu Lim. tcad, 32(11):1734-1747, 2013. [doi]

SRAM dynamic stability verification by reachability analysis with consideration of threshold voltage variationYang Song, Hao Yu, Sai Manoj Pudukotai Dinakarrao, Guoyong Shi. ispd 2013: 43-49 [doi]

High-speed and low-power 2.5D I/O circuits for memory-logic-integration by through-silicon interposerJiacheng Wang, Shunli Ma, Sai Manoj Pudukotai Dinakarrao, Mingbin Yu, Roshan Weerasekera, Hao Yu. 3dic 2013: 1-4 [doi]

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