Electrical and Computer Engineering

Research Output 1968 2020

2020

Active Defense-Based Resilient Sliding Mode Control Under Denial-of-Service Attacks

Wu, C., Wu, L., Liu, J. & Jiang, Z-P., Jan 1 2020, In : IEEE Transactions on Information Forensics and Security. 15, 1, p. 237-249 13 p., 8716684.

Research output: Contribution to journalArticle

Sliding mode control
Denial-of-service attack
Sensors

A Dynamic Game Approach to Strategic Design of Secure and Resilient Infrastructure Network

Chen, J., Touati, C. & Zhu, Q., Jan 1 2020, In : IEEE Transactions on Information Forensics and Security. 15, p. 462-474 13 p., 8742568.

Research output: Contribution to journalArticle

Recovery
Unmanned aerial vehicles (UAV)
Disasters
Telecommunication networks
Costs
threat
experiment
costs
interaction
learning

Anomaly Detection in Real-Time Multi-Threaded Processes Using Hardware Performance Counters

Krishnamurthy, P., Karri, R. & Khorrami, F., Jan 1 2020, In : IEEE Transactions on Information Forensics and Security. 15, p. 666-680 15 p., 8737990.

Research output: Contribution to journalArticle

Programmable logic controllers
Hardware
Time series
Classifiers
Monitoring

A Theoretical Study of Hardware Performance Counters-Based Malware Detection

Basu, K., Krishnamurthy, P., Khorrami, F. & Karri, R., Jan 1 2020, In : IEEE Transactions on Information Forensics and Security. 15, p. 512-525 14 p., 8744309.

Research output: Contribution to journalArticle

Computer hardware
Computer viruses
Hardware
Sampling
Malware

Computer & security special issue editorial

Rass, S. & Zhu, Q., Feb 2020, In : Computers and Security. 89, 101678.

Research output: Contribution to journalEditorial

Diagnosis algorithms for indirect structural health monitoring of a bridge model via dimensionality reduction

Liu, J., Chen, S., Bergés, M., Bielak, J., Garrett, J. H., Kovačević, J. & Noh, H. Y., Feb 2020, In : Mechanical Systems and Signal Processing. 136, 106454.

Research output: Contribution to journalArticle

Structural health monitoring
Supervised learning
Frequency response
Monitoring

Non-convex Total Variation Regularization for Convex Denoising of Signals

Selesnick, I., Lanza, A., Morigi, S. & Sgallari, F., Jan 1 2020, (Accepted/In press) In : Journal of Mathematical Imaging and Vision.

Research output: Contribution to journalArticle

Signal denoising
Total Variation Regularization
Total Variation
Denoising
Moreau Envelope

Toward Increasing the Difficulty of Reverse Engineering of RSFQ Circuits

Kumar, H., Jabbari, T., Krylov, G., Basu, K., Friedman, E. G. & Karri, R., Apr 1 2020, In : IEEE Transactions on Applied Superconductivity. 30, 3, 8663415.

Research output: Contribution to journalArticle

reverse engineering
Reverse engineering
Fluxes
Networks (circuits)
integrated circuits
2019

11.2 A CMOS Biosensor Array with 1024 3-Electrode Voltammetry Pixels and 93dB Dynamic Range

Manickam, A., You, K. D., Wood, N., Pei, L., Liu, Y., Singh, R., Gamini, N., Shahrjerdi, D., Kuimelis, R. G. & Hassibi, A., Mar 6 2019, 2019 IEEE International Solid-State Circuits Conference, ISSCC 2019. Institute of Electrical and Electronics Engineers Inc., p. 192-194 3 p. 8662507. (Digest of Technical Papers - IEEE International Solid-State Circuits Conference; vol. 2019-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Voltammetry
Biosensors
Pixels
Electrodes
Chemical stability

3D Point Cloud Denoising via Deep Neural Network Based Local Surface Estimation

Duan, C., Chen, S. & Kovacevic, J., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8553-8557 5 p. 8682812. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
Deep neural networks
Experiments
Deep learning

A CMOS Electrochemical Biochip with 32 × 32 Three-Electrode Voltammetry Pixels

Manickam, A., You, K. D., Wood, N., Pei, L., Liu, Y., Singh, R., Gamini, N., McDermott, M. W., Shahrjerdi, D., Kuimelis, R. G. & Hassibi, A., Nov 2019, In : IEEE Journal of Solid-State Circuits. 54, 11, p. 2980-2990 11 p., 8869863.

Research output: Contribution to journalArticle

Biochips
Voltammetry
DNA
Pixels
Electrodes

A Concentration of Measure Approach to Database De-anonymization

Shirani, F., Garg, S. & Erkip, E., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2748-2752 5 p. 8849392. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Concentration of Measure
Necessary Conditions
Law of large numbers
Joint Distribution
Converse

A damage localization and quantification algorithm for indirect structural health monitoring of bridges using multi-task learning

Liu, J., Bergés, M., Bielak, J., Garrett, J. H., Kovacevic, J. & Noh, H. Y., May 8 2019, 45th Annual Review of Progress in Quantitative Nondestructive Evaluation, Volume 38. Laflamme, S., Holland, S. & Bond, L. J. (eds.). American Institute of Physics Inc., 090003. (AIP Conference Proceedings; vol. 2102).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
health monitoring
structural health monitoring
learning
damage
monitoring

Adaptive Control for Mitigating Sensor and Actuator Attacks in Connected Autonomous Vehicle Platoons

Jin, X., Haddad, W. M., Jiang, Z-P. & Vamvoudakis, K. G., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2810-2815 6 p. 8619560. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Autonomous Vehicles
Adaptive Control
Actuator
Actuators
Attack

Adaptive dynamic programming for finite-horizon optimal control of linear time-varying discrete-time systems

Pang, B., Bian, T. & Jiang, Z-P., Feb 1 2019, In : Control Theory and Technology. 17, 1, p. 73-84 12 p.

Research output: Contribution to journalArticle

Policy Iteration
Adaptive Dynamics
Time-varying Systems
Finite Horizon
Discrete-time Systems

Adaptive Honeypot Engagement Through Reinforcement Learning of Semi-Markov Decision Processes

Huang, L. & Zhu, Q., Jan 1 2019, Decision and Game Theory for Security - 10th International Conference, GameSec 2019, Proceedings. Alpcan, T., Vorobeychik, Y., Baras, J. S. & Dán, G. (eds.). Springer , p. 196-216 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11836 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Honeypot
Semi-Markov Decision Process
Reinforcement learning
Reinforcement Learning
Reward

Adaptive strategic cyber defense for advanced persistent threats in critical infrastructure networks

Huang, L. & Zhu, Q., Jan 17 2019, In : Performance Evaluation Review. 46, 2, p. 52-56 5 p.

Research output: Contribution to journalConference article

Critical infrastructures
Dynamic programming
Process control

A deep learning gated architecture for UGV navigation robust to sensor failures

Patel, N., Choromanska, A., Krishnamurthy, P. & Khorrami, F., Jun 1 2019, In : Robotics and Autonomous Systems. 116, p. 80-97 18 p.

Research output: Contribution to journalArticle

Navigation
Sensor
Camera
Lidar
Sensors

A games-in-games approach to mosaic command and control design of dynamic network-of-networks for secure and resilient multi-domain operations

Chen, J. & Zhu, Q., Jan 1 2019, Signal Processing, Sensor/Information Fusion, and Target Recognition XXVIII. Kadar, I., Blasch, E. P. & Grewe, L. L. (eds.). SPIE, 110170P. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

command and control
Command and Control
Dynamic Networks
games
Control Design

A game theoretic approach for responding to cyber-attacks on nuclear power plants

Zhao, Y., Huang, L., Smidts, C. & Zhu, Q., Jan 1 2019, 11th Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies, NPIC and HMIT 2019. American Nuclear Society, p. 399-410 12 p. (11th Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies, NPIC and HMIT 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nuclear power plants
Nuclear industry
Dynamic programming
Risk assessment
Control systems

A game-theoretic taxonomy and survey of defensive deception for cybersecurity and privacy

Pawlick, J., Colbert, E. & Zhu, Q., Aug 1 2019, In : ACM Computing Surveys. 52, 4, 82.

Research output: Contribution to journalArticle

Deception
Game theory
Taxonomies
Taxonomy
Privacy

A General Framework for Temporal Fair User Scheduling in NOMA Systems

Shahsavari, S., Shirani, F. & Erkip, E., Jan 1 2019, (Accepted/In press) In : IEEE Journal on Selected Topics in Signal Processing.

Research output: Contribution to journalArticle

Scheduling
Optimal systems
Multiplexing
Wireless networks
Communication systems

A Linear Quadratic Differential Game Approach to Dynamic Contract Design for Systemic Cyber Risk Management under Asymmetric Information

Chen, J. & Zhu, Q., Feb 5 2019, 2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018. Institute of Electrical and Electronics Engineers Inc., p. 575-582 8 p. 8636007. (2018 56th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Asymmetric Information
Quadratic Differentials
Differential Games
Risk Management
Risk management

ALTIS: A new algorithm for adaptive long-term SNR estimation in multi-talker babble

Soleymani, R., Selesnick, I. & Landsberger, D. M., Nov 1 2019, In : Computer Speech and Language. 58, p. 231-246 16 p.

Research output: Contribution to journalArticle

Signal to noise ratio
Real-time
Detector
Detectors
Speech Processing

A Markov process approach to ensemble control of smart buildings

Pop, R., Hassan, A., Bruninx, K., Chertkov, M. & Dvorkin, Y., Jun 1 2019, 2019 IEEE Milan PowerTech, PowerTech 2019. Institute of Electrical and Electronics Engineers Inc., 8810505. (2019 IEEE Milan PowerTech, PowerTech 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intelligent buildings
Markov processes
Physics
Data acquisition
Energy utilization
Actuators
Sensors
Vehicle to vehicle communications
Kinematics
Controllers

An ADMM Approach to Masked Signal Decomposition Using Subspace Representation

Minaee, S. & Wang, Y., Jul 1 2019, In : IEEE Transactions on Image Processing. 28, 7, p. 3192-3204 13 p., 8625603.

Research output: Contribution to journalArticle

Decomposition
Glossaries
Masks
Signal processing
Pixels

Analysis and Design of Tamper-Mitigating Microfluidic Routing Fabrics

Tang, J., Ibrahim, M., Chakrabarty, K. & Karri, R., Jan 1 2019, (Accepted/In press) In : IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Research output: Contribution to journalArticle

Microfluidics
Pneumatic control
Biochips
Binary trees
Rapid prototyping

Analysis of Misalignment Effect on Wireless Charging System for Inspection Robots

Liu, H., Tan, L., Huang, X. & Czarkowski, D., Jan 1 2019, In : IOP Conference Series: Materials Science and Engineering. 533, 1, 012038.

Research output: Contribution to journalConference article

Open Access
Inspection
Robots
Inductance
Wear of materials
Networks (circuits)

A New Switching Nonlinear Extended State Observer

Zhao, Z. L., Wang, Y. Y., Shi, H. N. & Jiang, Z-P., Jun 2019, Proceedings of the 31st Chinese Control and Decision Conference, CCDC 2019. Institute of Electrical and Electronics Engineers Inc., p. 89-94 6 p. 8832602. (Proceedings of the 31st Chinese Control and Decision Conference, CCDC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

State Observer
Error analysis
Tuning
Computer simulation
Parameter Tuning

An IOS Small-Gain Theorem for Nonlinear Time-Delay Systems

Bao, A., Liu, T. & Jiang, Z-P., May 1 2019, 3rd International Symposium on Autonomous Systems, ISAS 2019. Institute of Electrical and Electronics Engineers Inc., p. 538-543 6 p. 8757785. (3rd International Symposium on Autonomous Systems, ISAS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Small Gain Theorem
Nonlinear Time-delay Systems
Time-delay Systems
Time delay
Subsystem

An Online Multiview Learning Algorithm for PolSAR Data Real-Time Classification

Nie, X., Ding, S., Huang, X., Qiao, H., Zhang, B. & Jiang, Z-P., Jan 1 2019, In : IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 12, 1, p. 302-320 19 p., 8588991.

Research output: Contribution to journalArticle

Synthetic aperture radar
Learning algorithms
synthetic aperture radar
learning
Radar systems

An optimization model for siting and sizing of vehicle-to-grid facilities in a microgrid

Mortaz, E., Vinel, A. & Dvorkin, Y., May 15 2019, In : Applied Energy. 242, p. 1649-1660 12 p.

Research output: Contribution to journalArticle

electric vehicle
Electric vehicles
Planning
Economics
Nonlinear programming

A secure control learning framework for cyber-physical systems under sensor attacks

Zhou, Y., Vamvoudakis, K. G., Haddad, W. M. & Jiang, Z-P., Jul 1 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 4280-4285 6 p. 8814659. (Proceedings of the American Control Conference; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reinforcement learning
State estimation
Learning algorithms
Sensors
Cyber Physical System

Asymptotics of MAP Inference in Deep Networks

Pandit, P., Sahraee, M., Rangan, S. & Fletcher, A. K., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 842-846 5 p. 8849316. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Network layers
Message passing
Multilayers
Multilayer
Inverse problems

Asynchronous reception effects on distributed massive MIMO-OFDM system

Yan, H. & Lu, I-T., Jul 1 2019, In : IEEE Transactions on Communications. 67, 7, p. 4782-4794 13 p., 8676341.

Research output: Contribution to journalArticle

MIMO systems
Orthogonal frequency division multiplexing
Phase shift
Transmitters

Attitude synchronization for multiple quadrotors using reinforcement learning

Liu, H., Zhao, W., Lewis, F. L., Jiang, Z. P. & Modares, H., Jul 2019, Proceedings of the 38th Chinese Control Conference, CCC 2019. Fu, M. & Sun, J. (eds.). IEEE Computer Society, p. 2480-2483 4 p. 8865177. (Chinese Control Conference, CCC; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reinforcement learning
Reinforcement Learning
Synchronization
Optimal Control
Hamilton-Jacobi-Bellman Equation

A Two-Tier System for On-Demand Streaming of 360 Degree Video over Dynamic Networks

Sun, L., Duanmu, F., Liu, Y., Wang, Y., Ye, Y., Shi, H. & Dai, D., Mar 1 2019, In : IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 9, 1, p. 43-57 15 p., 8640123.

Research output: Contribution to journalArticle

Bandwidth
Video on demand
Augmented reality
Virtual reality

A unified charge-current compact model of gallium nitride transistors for RF and digital applications

Li, K. & Rakheja, S., Mar 1 2019, 2019 Electron Devices Technology and Manufacturing Conference, EDTM 2019. Institute of Electrical and Electronics Engineers Inc., p. 279-281 3 p. 8731282. (2019 Electron Devices Technology and Manufacturing Conference, EDTM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gallium nitride
gallium nitrides
Transistors
transistors
High electron mobility transistors

A unified static-dynamic analytic model for ultra-scaled III-nitride high electron mobility transistors

Li, K. & Rakheja, S., Apr 1 2019, In : Journal of Applied Physics. 125, 13, 134503.

Research output: Contribution to journalArticle

Open Access
high electron mobility transistors
nitrides
capacitance
Joule heating
dynamic models

Autonomous Inspection of a Containment Vessel using a Micro Aerial Vehicle

Thakur, D., Loianno, G., Jarin-Lipschitz, L., Zhou, A. & Kumar, V., Sep 2019, 2019 IEEE International Symposium on Safety, Security, and Rescue Robotics, SSRR 2019. Institute of Electrical and Electronics Engineers Inc., p. 196-202 7 p. 8848936. (2019 IEEE International Symposium on Safety, Security, and Rescue Robotics, SSRR 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Containment vessels
Vessel
Inspection
Antennas
nuclear power plant

Autonomous landing on a moving vehicle with an unmanned aerial vehicle

Baca, T., Stepan, P., Spurny, V., Hert, D., Penicka, R., Saska, M., Thomas, J., Loianno, G. & Kumar, V., Jan 1 2019, (Accepted/In press) In : Journal of Field Robotics.

Research output: Contribution to journalArticle

Unmanned aerial vehicles (UAV)
Landing
Railroad cars
Bins
Robotics

A virtual-source emission-diffusion I-V model for ultra-thin black phosphorus field-effect transistors

Yarmoghaddam, E., Haratipour, N., Koester, S. J. & Rakheja, S., Apr 28 2019, In : Journal of Applied Physics. 125, 16, 165706.

Research output: Contribution to journalArticle

phosphorus
field effect transistors
transistors
conduction
electric potential

A wideband sliding correlator-based channel sounder with synchronization in 65 nm CMOS

Wu, T., Rappaport, T., Knox, M. E. & Shahrjerdi, D., Jan 1 2019, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8702223. (Proceedings - IEEE International Symposium on Circuits and Systems; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Correlators
Synchronization
Acoustic waves
Millimeter waves
Ultra-wideband (UWB)

BadNets: Evaluating Backdooring Attacks on Deep Neural Networks

Gu, T., Liu, K., Dolan-Gavitt, B. & Garg, S., Jan 1 2019, In : IEEE Access. 7, p. 47230-47243 14 p., 8685687.

Research output: Contribution to journalArticle

Open Access
Neural networks
Classifiers
Detectors
Deep neural networks
Graphics processing unit

Beam Training Optimization in Millimeter-wave Systems under Beamwidth, Modulation and Coding Constraints

Shahsavari, S., Khojastepour, M. A. A. & Erkip, E., Sep 2019, 2019 IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC 2019. Institute of Electrical and Electronics Engineers Inc., 8904251. (IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC; vol. 2019-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Millimeter waves
Modulation
Data communication systems
Beamforming
Dynamic programming

Bilinear Recovery Using Adaptive Vector-AMP

Sarkar, S., Fletcher, A. K., Rangan, S. & Schniter, P., Jul 1 2019, In : IEEE Transactions on Signal Processing. 67, 13, p. 3383-3396 14 p., 8712432.

Research output: Contribution to journalArticle

Message passing
Recovery
Deconvolution
Glossaries
Calibration

Bio-chemical assay locking to thwart bio-IP theft

Bhattacharjee, S., Tang, J., Poddar, S., Ibrahim, M., Karri, R. & Chakrabarty, K., Dec 2019, In : ACM Transactions on Design Automation of Electronic Systems. 25, 1, 5.

Research output: Contribution to journalArticle

Intellectual property
Digital microfluidics
Biochips
Assays
Foundries

Bio-Protocol Watermarking on Digital Microfluidic Biochips

Shayan, M., Bhattacharjee, S., Tang, J., Chakrabarty, K. & Karri, R., Nov 1 2019, In : IEEE Transactions on Information Forensics and Security. 14, 11, p. 2901-2915 15 p., 8673796.

Research output: Contribution to journalArticle

Digital microfluidics
Biochips
Watermarking
Intellectual property
Microfluidics