Soumyajit Dey

Orcid: 0000-0001-9329-6389

According to our database1, Soumyajit Dey authored at least 94 papers between 2006 and 2024.

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Bibliography

2024
Smart Grid Security: A Verified Deep Reinforcement Learning Framework to Counter Cyber-Physical Attacks.
CoRR, 2024

Causality-Driven Reinforcement Learning for Joint Communication and Sensing.
CoRR, 2024

MAARS: Multi-Rate Attack-Aware Randomized Scheduling for Securing Real-time Systems.
CoRR, 2024

Probabilistic Interval Analysis of Unreliable Programs.
CoRR, 2024

Certifying Learning-Enabled Autonomous Cyber Physical Systems - A Deployment Perspective.
Proceedings of the 37th International Conference on VLSI Design and 23rd International Conference on Embedded Systems, 2024

DRL-based Multi-Stream Scheduling of Inference Pipelines on Edge Devices.
Proceedings of the 37th International Conference on VLSI Design and 23rd International Conference on Embedded Systems, 2024

Thinking Beyond Bus-off: Targeted Control Falsification in CAN.
Proceedings of the 15th ACM/IEEE International Conference on Cyber-Physical Systems, 2024

Adaptive Protection of Power Grids against Stealthy Load Alterations.
Proceedings of the 15th ACM/IEEE International Conference on Cyber-Physical Systems, 2024

An Adaptive Interpretable Safe-RL Approach for Addressing Smart Grid Supply-Side Uncertainties.
Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2024

Addressing Permutation Challenges in Multi-Agent Reinforcement Learning.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

MAGNets: Micro-Architectured Group Neural Networks.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

"Hello? Is There Anybody in There?" Leakage Assessment of Differential Privacy Mechanisms in Smart Metering Infrastructure.
Proceedings of the Applied Cryptography and Network Security, 2024

P2BPO: Permeable Penalty Barrier-Based Policy Optimization for Safe RL.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Safe and Stable RL (S<sup>2</sup>RL) Driving Policies Using Control Barrier and Control Lyapunov Functions.
IEEE Trans. Intell. Veh., February, 2023

CAD Support for Security and Robustness Analysis of Safety-critical Automotive Software.
ACM Trans. Cyber Phys. Syst., January, 2023

Inferencing on Edge Devices: A Time- and Space-aware Co-scheduling Approach.
ACM Trans. Design Autom. Electr. Syst., 2023

Concealing CAN Message Sequences to Prevent Schedule-based Bus-off Attacks.
CoRR, 2023

A Learning Assisted Method for Uncovering Power Grid Generation and Distribution System Vulnerabilities.
CoRR, 2023

Work-in-Progress: Securing Safety-Critical Control Tasks with Attack-aware Multi-Rate Scheduling.
Proceedings of the 29th IEEE Real-Time and Embedded Technology and Applications Symposium, 2023

Optimizing RSU Placements for Securing Vehicle Platoon Against False Data Injection Attacks.
Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023

Design and Deployment of Resilient Control Execution Patterns: A Prediction, Mitigation Approach.
Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023

Adaptive CUSUM-Based Residue Analysis for Stealthy Attack Detection in Cyber-Physical Systems.
Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023

Imperative Action Masking for Safe Exploration in Reinforcement Learning.
Proceedings of the Explainable and Transparent AI and Multi-Agent Systems, 2023

Work-in-Progress: Age of Information-Aware CACC for Vehicle Platooning.
Proceedings of the 2023 International Conference on embedded Wireless Systems and Networks, 2023

Targeted Attack Synthesis for Smart Grid Vulnerability Analysis.
Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

Counterexample-Guided Policy Refinement in Multi-Agent Reinforcement Learning.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Safety Aware Neural Pruning for Deep Reinforcement Learning (Student Abstract).
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Safe Reinforcement Learning through Phasic Safety-Oriented Policy Optimization.
Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023

2022
Adaptive Safety Shields for Reinforcement Learning-Based Cell Shaping.
IEEE Trans. Netw. Serv. Manag., December, 2022

FGFS: Feature Guided Frontier Scheduling for SIMT DAGs.
J. Supercomput., 2022

Safe is the New Smart: PUF-Based Authentication for Load Modification-Resistant Smart Meters.
IEEE Trans. Dependable Secur. Comput., 2022

PySchedCL: Leveraging Concurrency in Heterogeneous Data-Parallel Systems.
IEEE Trans. Computers, 2022

Exploring The Resilience of Control Execution Skips against False Data Injection Attacks.
CoRR, 2022

A CAD Framework for Simulation of Network Level Attack on Platoons.
CoRR, 2022

SMarT: A SMT Based Privacy Preserving Smart Meter Streaming Methodology.
Proceedings of the Security, Privacy, and Applied Cryptography Engineering, 2022

Future aware Dynamic Thermal Management in CPU-GPU Embedded Platforms.
Proceedings of the IEEE Real-Time Systems Symposium, 2022

Work-in-Progress: Control Skipping Sequence Synthesis to Counter Schedule-based Attacks.
Proceedings of the IEEE Real-Time Systems Symposium, 2022

PruVer: Verification Assisted Pruning for Deep Reinforcement Learning.
Proceedings of the PRICAI 2023: Trends in Artificial Intelligence, 2022

A Framework for Evaluating Connected Vehicle Security against False Data Injection Attacks.
Proceedings of the 25th Euromicro Conference on Digital System Design, 2022

Is the Whole lesser than its Parts? Breaking an Aggregation based Privacy aware Metering Algorithm.
Proceedings of the 25th Euromicro Conference on Digital System Design, 2022

2021
Performance-Driven Post-Processing of Control Loop Execution Schedules.
ACM Trans. Design Autom. Electr. Syst., 2021

Thermal-aware Adaptive Platform Management for Heterogeneous Embedded Systems.
ACM Trans. Embed. Comput. Syst., 2021

SMT-Based Verification of Safety-Critical Embedded Control Software.
IEEE Embed. Syst. Lett., 2021

An RL-Based Adaptive Detection Strategy to Secure Cyber-Physical Systems.
CoRR, 2021

Proactive feedback for networked CPS.
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

Work-in-Progress: Cooling by Core-Idling: Thermal-Aware Thread Scheduling for Mobile Multicore Processors.
Proceedings of the 42nd IEEE Real-Time Systems Symposium, 2021

Catch Me If You Learn: Real-Time Attack Detection and Mitigation in Learning Enabled CPS.
Proceedings of the 42nd IEEE Real-Time Systems Symposium, 2021

Co-designing Intelligent Control of Building HVACs and Microgrids.
Proceedings of the 24th Euromicro Conference on Digital System Design, 2021

Adaptive Learning Based Building Load Prediction for Microgrid Economic Dispatch.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Orchestration of Perception Systems for Reliable Performance in Heterogeneous Platforms.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Demand Manipulation Attack Resilient Privacy Aware Smart Grid Using PUFs and Blockchain.
Proceedings of the Applied Cryptography and Network Security Workshops, 2021

2020
A Hierarchical HVAC Control Scheme for Energy-aware Smart Building Automation.
ACM Trans. Design Autom. Electr. Syst., 2020

Pattern Guided Integrated Scheduling and Routing in Multi-Hop Control Networks.
ACM Trans. Embed. Comput. Syst., 2020

Reliable and Secure Design-Space-Exploration for Cyber-Physical Systems.
ACM Trans. Embed. Comput. Syst., 2020

Automated planning for finding alternative bug traces.
IET Comput. Digit. Tech., 2020

A Programmable Open Architecture Testbed for CPS Education.
IEEE Des. Test, 2020

Intelligent Orchestration of ADAS Pipelines on Next Generation Automotive Platforms.
CoRR, 2020

Thermal Load-aware Adaptive Scheduling for Heterogeneous Platforms.
Proceedings of the 33rd International Conference on VLSI Design and 19th International Conference on Embedded Systems, 2020

State Estimation for Attack Detection in Vehicle Platoon using VANET and Controller Model.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Formal Synthesis of Monitoring and Detection Systems for Secure CPS Implementations.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

Towards Secure Composition of Integrated Circuits and Electronic Systems: On the Role of EDA.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

Skip to Secure: Securing Cyber-Physical Control Loops with Intentionally Skipped Executions.
Proceedings of the CPSIOTSEC'20: Proceedings of the 2020 Joint Workshop on CPS&IoT Security and Privacy, 2020

2019
Performance and energy aware robust specification of control execution patterns under dropped samples.
IET Comput. Digit. Tech., 2019

Performance, Security Tradeoffs in Secure Control.
IEEE Embed. Syst. Lett., 2019

Synthesizing Performance-Aware (m, k)-Firm Control Execution Patterns Under Dropped Samples.
Proceedings of the 32nd International Conference on VLSI Design and 18th International Conference on Embedded Systems, 2019

Security-Driven Codesign with Weakly-Hard Constraints for Real-Time Embedded Systems.
Proceedings of the 37th IEEE International Conference on Computer Design, 2019

2018
Co-Synthesis of Loop Execution Patterns for Multihop Control Networks.
IEEE Embed. Syst. Lett., 2018

Design and validation of fault-tolerant embedded controllers.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

2017
A Structured Methodology for Pattern based Adaptive Scheduling in Embedded Control.
ACM Trans. Embed. Comput. Syst., 2017

A Framework for OpenCL Task Scheduling on Heterogeneous Multicores.
Parallel Process. Lett., 2017

RELSPEC: a framework for reliability aware design of component based embedded systems.
Des. Autom. Embed. Syst., 2017

Verifying stability guarantees of control software implementations in the presence of sensor level faults: work-in-progress.
Proceedings of the Thirteenth ACM International Conference on Embedded Software 2017 Companion, 2017

SERD: A simulation framework for estimation of system level reliability degradation.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

2016
Multirate Sampling for Power-Performance Tradeoff in Embedded Control.
IEEE Embed. Syst. Lett., 2016

Planning based guided reconstruction of corner cases in architectural validation.
Proceedings of the 20th International Symposium on VLSI Design and Test, 2016

Synthesis of scheduler automata guaranteeing stability and reliability of embedded control systems.
Proceedings of the 20th International Symposium on VLSI Design and Test, 2016

Failure Estimation of Behavioral Specifications.
Proceedings of the Dependable Software Engineering: Theories, Tools, and Applications, 2016

Divergence Aware Automated Partitioning of OpenCL Workloads.
Proceedings of the 9th India Software Engineering Conference, 2016

Scheduling of Controllers' Update-Rates for Residual Bandwidth Utilization.
Proceedings of the Formal Modeling and Analysis of Timed Systems, 2016

2015
Multi-mode Sampling Period Selection for Embedded Real Time Control.
CoRR, 2015

RELSPEC: A Framework for Early Reliability Refinement of Embedded Applications.
Proceedings of the 28th International Conference on VLSI Design, 2015

Integrating formal methods with testing for reliability estimation of component based systems.
Proceedings of the 2015 IEEE International Symposium on Software Reliability Engineering Workshops, 2015

Timing Analysis of Safety-Critical Automotive Software: The AUTOSAFE Tool Flow.
Proceedings of the 2015 Asia-Pacific Software Engineering Conference, 2015

2014
Synthesis of sampling modes for adaptive control.
Proceedings of the 2014 IEEE International Conference on Control System, 2014

2013
A Kleene Algebra of Tagged System Actors for Reasoning about Heterogeneous Embedded Systems.
IEEE Trans. Computers, 2013

2012
A temporal constraint based planning approach for city tour and travel plan generation.
Proceedings of the 4th International Conference on Intelligent Human Computer Interaction, 2012

2011
Modeling and Analysis of Embedded Multimedia Applications using Colored Petri Nets.
Int. J. Model. Simul. Sci. Comput., 2011

A Kleene Algebra of Tagged System Actors.
IEEE Embed. Syst. Lett., 2011

2010
A Tag Machine Based Performance Evaluation Method for Job-Shop Schedules.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2010

2008
An Approach to Software Performance Evaluation on Customized Embedded Processors.
Proceedings of the 21st International Conference on VLSI Design (VLSI Design 2008), 2008

2007
Embedded Support Vector Machine : Architectural Enhancements and Evaluation.
Proceedings of the 20th International Conference on VLSI Design (VLSI Design 2007), 2007

Architectural Optimizations for Text to Speech Synthesis in Embedded Systems.
Proceedings of the 12th Conference on Asia South Pacific Design Automation, 2007

2006
Shruti: an embedded text-to-speech system for Indian languages.
IEE Proc. Softw., 2006

An Approach to Architectural Enhancement for Embedded Speech Applications.
Proceedings of the 19th International Conference on VLSI Design (VLSI Design 2006), 2006


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