Faculty

Institution

Unit

Venue

Linda Bushnell

Research Professor

University of Washington

Affiliations

College of Engineering

Electrical & Computer Engineering

Linda Bushnell is currently serving as a College Of Engineering Research Professor at University of Washington.

Honors

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Experiences

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Education

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Linda Bushnell

University of Washington

Research Professor

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systems engineering computer science computer security information security communication security networked system design control systems network analysis data security control optimization applied mathematics distributed systems cyber-physical systems network security network science control system security computational optimization system safety multiagent systems automatic control network optimization networked control combinatorial optimization mathematical optimization distributed coordination dynamic networks aerospace engineering wireless sensor networks smart grid wireless security network dynamics stochastic games control system technology cps security attack simulation controllability threat detection networked control systems submodular optimization approach wireless communications cyber conflict automotive security attack graph power system control network robustness advanced persistent threats power delivery decentralised system power system optimization intrusion detection systems robust control resilient control system power system nash equilibrium multi-agent networks swarm intelligence network games temporal logic attack model grid stability leader selection distributed observers design leader-following control networked systems theta neuron networks physical properties adversarial machine learning control science cybersecurity systems wireless sensor systems cyber security engineering network traffic convergence error node capture attacks spike-timing error backpropagation voltage instability cybernetics

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Method for Fast Autonomy Transfer in Reinforcement Learning. arXiv (Cornell University) (2024)

Sahabandu, DinukaRamasubramanian, BhaskarAlexiou, MichailMertoguno, J. SukarnoBushnell, LindaPoovendran, Radha

deep reinforcement learningcomputational intelligencefast autonomy transferreinforcement learningcomputer sciencemachine learningmulti-agent learningartificial intelligencenovel reinforcement learninglearning controlrobot learningautonomous learning

Dynamic Information Flow Tracking for Detection of Advanced Persistent Threats: A Stochastic Game Approach. IEEE Transactions on Automatic Control (2024)

Shana MoothedathDinuka SahabanduJoey AllenAndrew ClarkLinda BushnellWenke LeeRadha Poovendran

threat (computer)computer securitythreat detectiondata securityadvanced persistent threatsnash equilibriumcomputer sciencestochastic gamesdata sciencenetwork securitycyber threat intelligenceinformation securityinformation forensics

Rl-Arne: A Reinforcement Learning Algorithm for Computing Average Reward Nash Equilibrium of Nonzero-Sum Stochastic Games. IEEE Transactions on Automatic Control (2024)

Dinuka SahabanduShana MoothedathJoey AllenLinda BushnellWenke LeeRadha Poovendran

markov decision processgame theorymatrix gameapplied mathematicsalgorithmic game theoryreinforcement learningcomputer sciencestochastic gamesmachine learningartificial intelligencereinforcement learning algorithmnonzero-sum stochastic gamescomputational game theory

Stochastic Dynamic Information Flow Tracking Game Using Supervised Learning for Detecting Advanced Persistent Threats. Automatica (2023)

Shana MoothedathDinuka SahabanduJoey AllenLinda BushnellWenke LeeRadha Poovendran

information flowcomputer securitythreat detectionadvanced persistent threatscomputer sciencestochastic gamesintelligent systemsdata sciencethreat huntinginformation securityartificial intelligence

Covert Channel-Based Transmitter Authentication in Controller Area Networks. IEEE Transactions on Dependable and Secure Computing (2021)

Xuhang YingGiuseppe BernieriMauro ContiLinda BushnellRadha Poovendran

computer securitysystems engineeringcommunication securitydata securitycps securitycyber-physical systemshybrid covert channelautomotive securitycomputer sciencetransmitter authenticationsecure communicationcomputer engineeringnetwork securityecocar testbedinformation securitysystem safetycryptographic hardwarecommunications systems

Decision and Game Theory for Security. Lecture notes in computer science (2021)

Branislav BošanskýCleotilde GonzalezStefan RassArunesh Sinha

computer securitygame theorycommunication securitydata securitystrategic studiescomputer security modeldecision scienceinformation securitysecurity theorycomputational game theorydecision theory

Networked Control Systems: Architecture and Stability Issues. Encyclopedia of Systems and Control (2021)

Linda BushnellHong Ye

network sciencesystems engineeringstability issuesnetworked control systemscontrol architecture

A Game-Theoretic Approach for Dynamic Information Flow Tracking to Detect Multistage Advanced Persistent Threats. IEEE Transactions on Automatic Control (2020)

Shana MoothedathDinuka SahabanduJoey AllenAndrew ClarkLinda BushnellWenke LeeRadha Poovendran

game theorycomputer scienceattack graphattack simulationinformation flowmultiagent systemsadvanced persistent threatsnetwork gamescomputer securitysystems engineeringcommunication securitynetworked system designnash equilibriuminformation flow graphinformation securitydistributed systemsnetwork analysisdata securitycyber conflict

A Multi-Agent Reinforcement Learning Approach for Dynamic Information Flow Tracking Games for Advanced Persistent Threats.. arXiv (Cornell University) (2020)

Dinuka SahabanduShana MoothedathJoey AllenLinda BushnellWenke LeeRadha Poovendran

threat (computer)computer securitythreat detectionsecurity costscommunication securitydata securitycomputer sciencedata sciencecyber threat intelligencedata privacyinformation securityvictim systemgame model

Control Synthesis for Cyber-Physical Systems to Satisfy Metric Interval Temporal Logic Objectives Under Timing and Actuator Attacks. (2020)

Luyao NiuBhaskar RamasubramanianAndrew ClarkLinda BushnellRadha Poovendran

controller synthesiscomputer securitysystems engineeringcommunication securitymitl specificationcyber-physical systemstemporal logiccomputer sciencecyberneticscontrol system securityinformation securityfinite state controllersystem safety

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Linda Bushnell

Research Professor

University of Washington

Affiliations

College of Engineering

Electrical & Computer Engineering

Linda Bushnell is currently serving as a College Of Engineering Research Professor at University of Washington.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Linda Bushnell

University of Washington

Research Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Method for Fast Autonomy Transfer in Reinforcement Learning. arXiv (Cornell University) (2024)

Sahabandu, DinukaRamasubramanian, BhaskarAlexiou, MichailMertoguno, J. SukarnoBushnell, LindaPoovendran, Radha

Dynamic Information Flow Tracking for Detection of Advanced Persistent Threats: A Stochastic Game Approach. IEEE Transactions on Automatic Control (2024)

Shana MoothedathDinuka SahabanduJoey AllenAndrew ClarkLinda BushnellWenke LeeRadha Poovendran

Rl-Arne: A Reinforcement Learning Algorithm for Computing Average Reward Nash Equilibrium of Nonzero-Sum Stochastic Games. IEEE Transactions on Automatic Control (2024)

Dinuka SahabanduShana MoothedathJoey AllenLinda BushnellWenke LeeRadha Poovendran

Stochastic Dynamic Information Flow Tracking Game Using Supervised Learning for Detecting Advanced Persistent Threats. Automatica (2023)

Shana MoothedathDinuka SahabanduJoey AllenLinda BushnellWenke LeeRadha Poovendran

information flowcomputer securitythreat detectionadvanced persistent threatscomputer sciencestochastic gamesintelligent systemsdata sciencethreat huntinginformation securityartificial intelligence

Covert Channel-Based Transmitter Authentication in Controller Area Networks. IEEE Transactions on Dependable and Secure Computing (2021)

Xuhang YingGiuseppe BernieriMauro ContiLinda BushnellRadha Poovendran

Decision and Game Theory for Security. Lecture notes in computer science (2021)

Branislav BošanskýCleotilde GonzalezStefan RassArunesh Sinha

computer securitygame theorycommunication securitydata securitystrategic studiescomputer security modeldecision scienceinformation securitysecurity theorycomputational game theorydecision theory

Networked Control Systems: Architecture and Stability Issues. Encyclopedia of Systems and Control (2021)

Linda BushnellHong Ye

network sciencesystems engineeringstability issuesnetworked control systemscontrol architecture

A Game-Theoretic Approach for Dynamic Information Flow Tracking to Detect Multistage Advanced Persistent Threats. IEEE Transactions on Automatic Control (2020)

Shana MoothedathDinuka SahabanduJoey AllenAndrew ClarkLinda BushnellWenke LeeRadha Poovendran

A Multi-Agent Reinforcement Learning Approach for Dynamic Information Flow Tracking Games for Advanced Persistent Threats.. arXiv (Cornell University) (2020)

Dinuka SahabanduShana MoothedathJoey AllenLinda BushnellWenke LeeRadha Poovendran

Control Synthesis for Cyber-Physical Systems to Satisfy Metric Interval Temporal Logic Objectives Under Timing and Actuator Attacks. (2020)

Luyao NiuBhaskar RamasubramanianAndrew ClarkLinda BushnellRadha Poovendran

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