Xenofon D. Koutsoukos

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 162

Top Venues

Publications

Waseem Abbas, Mudassir Shabbir, Yasin Yazicioglu, Xenofon D. Koutsoukos
On Zero Forcing Sets and Network Controllability - Computation and Edge Augmentation. IEEE Trans. Control. Netw. Syst. 11 (1) (2024)
Anwar Said, Obaid Ullah Ahmad, Waseem Abbas, Mudassir Shabbir, Xenofon D. Koutsoukos
Improving Graph Machine Learning Performance Through Feature Augmentation Based on Network Control Theory. CoRR (2024)
Obaid Ullah Ahmad, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
A Graph Machine Learning Framework to Compute Zero Forcing Sets in Graphs. IEEE Trans. Netw. Sci. Eng. 11 (2) (2024)
Nicholas Potteiger, Xenofon D. Koutsoukos
Safeguarding Autonomous UAV Navigation: Agent Design using Evolving Behavior Trees. SysCon (2024)
Anwar Said, Obaid Ullah Ahmad, Waseem Abbas, Mudassir Shabbir, Xenofon D. Koutsoukos
Improving Graph Machine Learning Performance Through Feature Augmentation Based on Network Control Theory. MED (2024)
Obaid Ullah Ahmad, Anwar Said, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
Control-based Graph Embeddings with Data Augmentation for Contrastive Learning. CoRR (2024)
Anwar Said, Mudassir Shabbir, Tyler Derr, Waseem Abbas, Xenofon D. Koutsoukos
Enhanced Graph Neural Networks with Ego-Centric Spectral Subgraph Embeddings Augmentation. ICMLA (2023)
Anwar Said, Mudassir Shabbir, Saeed-Ul Hassan, Zohair Raza Hassan, Ammar Ahmed, Xenofon D. Koutsoukos
On augmenting topological graph representations for attributed graphs. Appl. Soft Comput. 136 (2023)
Anwar Said, Mudassir Shabbir, Tyler Derr, Waseem Abbas, Xenofon D. Koutsoukos
Enhanced Graph Neural Networks with Ego-Centric Spectral Subgraph Embeddings Augmentation. CoRR (2023)
Ho Hin Lee, Quan Liu, Shunxing Bao, Qi Yang, Xin Yu, Leon Y. Cai, Thomas Z. Li, Yuankai Huo, Xenofon D. Koutsoukos, Bennett A. Landman
Scaling up 3D Kernels with Bayesian Frequency Re-parameterization for Medical Image Segmentation. MICCAI (4) (2023)
Abihith Kothapalli, Mudassir Shabbir, Xenofon D. Koutsoukos
Learning-Based Heuristic for Combinatorial Optimization of the Minimum Dominating Set Problem using Graph Convolutional Networks. CoRR (2023)
Anwar Said, Mudassir Shabbir, Brian Broll, Waseem Abbas, Péter Völgyesi, Xenofon D. Koutsoukos
Circuit design completion using graph neural networks. Neural Comput. Appl. 35 (16) (2023)
Feiyang Cai, Xenofon D. Koutsoukos
Real-time detection of deception attacks in cyber-physical systems. Int. J. Inf. Sec. 22 (5) (2023)
Anwar Said, Tyler Derr, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
A Survey of Graph Unlearning. CoRR (2023)
Mudassir Shabbir, Waseem Abbas, Ahmet Yasin Yazicioglu, Xenofon D. Koutsoukos
Computation of the Distance-Based Bound on Strong Structural Controllability in Networks. IEEE Trans. Autom. Control. 68 (3) (2023)
Jiani Li, Weihan Wang, Waseem Abbas, Xenofon D. Koutsoukos
Distributed Clustering for Cooperative Multi-Task Learning Networks. IEEE Trans. Netw. Sci. Eng. 10 (6) (2023)
Chandreyee Bhowmick, Jiani Li, Xenofon D. Koutsoukos
Adaptive Learning from Peers for Distributed Actor-Critic Algorithms. DCAI (1) (2023)
Dimitrios Boursinos, Xenofon D. Koutsoukos
Efficient probability intervals for classification using inductive venn predictors. Pattern Recognit. 143 (2023)
Ali Irmak Ozdagli, Péter Völgyesi, Xenofon D. Koutsoukos
Surrogate Modeling using Physics-guided Learning. CPS-IoT Week Workshops (2023)
Anwar Said, Roza G. Bayrak, Tyler Derr, Mudassir Shabbir, Daniel Moyer, Catie Chang, Xenofon D. Koutsoukos
NeuroGraph: Benchmarks for Graph Machine Learning in Brain Connectomics. CoRR (2023)
Ho Hin Lee, Quan Liu, Shunxing Bao, Qi Yang, Xin Yu, Leon Y. Cai, Thomas Li, Yuankai Huo, Xenofon D. Koutsoukos, Bennett A. Landman
Scaling Up 3D Kernels with Bayesian Frequency Re-parameterization for Medical Image Segmentation. CoRR (2023)
Ammar Ahmed, Anwar Said, Mudassir Shabbir, Xenofon D. Koutsoukos
Sequential Graph Neural Networks for Source Code Vulnerability Identification. CoRR (2023)
Nicholas Potteiger, Xenofon D. Koutsoukos
Safe Explainable Agents for Autonomous Navigation using Evolving Behavior Trees. ICAA (2023)
Feiyang Cai, Xenofon D. Koutsoukos
Correction: Real-time detection of deception attacks in cyber-physical systems. Int. J. Inf. Sec. 22 (5) (2023)
Anwar Said, Roza G. Bayrak, Tyler Derr, Mudassir Shabbir, Daniel Moyer, Catie Chang, Xenofon D. Koutsoukos
NeuroGraph: Benchmarks for Graph Machine Learning in Brain Connectomics. NeurIPS (2023)
Waseem Abbas, Mudassir Shabbir, Jiani Li, Xenofon D. Koutsoukos
Resilient distributed vector consensus using centerpoint. Autom. 136 (2022)
Bradley Potteiger, Abhishek Dubey, Feiyang Cai, Xenofon D. Koutsoukos, Zhenkai Zhang
Moving target defense for the security and resilience of mixed time and event triggered cyber-physical systems. J. Syst. Archit. 125 (2022)
Waseem Abbas, Mudassir Shabbir, Yasin Yazicioglu, Xenofon D. Koutsoukos
Edge Augmentation With Controllability Constraints in Directed Laplacian Networks. IEEE Control. Syst. Lett. 6 (2022)
Zihao Zhan, Zhenkai Zhang, Sisheng Liang, Fan Yao, Xenofon D. Koutsoukos
Graphics Peeping Unit: Exploiting EM Side-Channel Information of GPUs to Eavesdrop on Your Neighbors. IEEE Symposium on Security and Privacy (2022)
Chandreyee Bhowmick, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
Resilient Multi-agent Reinforcement Learning Using Medoid and Soft-medoid Based Aggregation. ICAA (2022)
Yasin Yazicioglu, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
Strong structural controllability of networks: Comparison of bounds using distances and zero forcing. Autom. 146 (2022)
Michael Sandborn, Carlos Olea, Anwar Said, Mudassir Shabbir, Péter Völgyesi, Xenofon D. Koutsoukos, Jules White
What a drag! Streamlining the UAV design process with design grammars and drag surrogates. CSCI (2022)
Feiyang Cai, Xenofon D. Koutsoukos
Real-time out-of-distribution detection in cyber-physical systems with learning-enabled components. IET Cyper-Phys. Syst.: Theory & Appl. 7 (4) (2022)
Bradley Potteiger, Feiyang Cai, Zhenkai Zhang, Xenofon D. Koutsoukos
Data space randomization for securing cyber-physical systems. Int. J. Inf. Sec. 21 (3) (2022)
Jiani Li, Waseem Abbas, Mudassir Shabbir, Xenofon D. Koutsoukos
Byzantine Resilient Distributed Learning in Multirobot Systems. IEEE Trans. Robotics 38 (6) (2022)
Feiyang Cai, Zhenkai Zhang, Jie Liu, Xenofon D. Koutsoukos
A Vision Transformer Architecture for Open Set Recognition. ICMLA (2022)
Himanshu Neema, Harsh Vardhan, Carlos A. Barreto, Xenofon D. Koutsoukos
Web-Based Platform for Evaluation of Resilient and Transactive Smart-Grids. CoRR (2022)
Feiyang Cai, Ali Irmak Ozdagli, Xenofon D. Koutsoukos
Variational Autoencoder for Classification and Regression for Out-of-Distribution Detection in Learning-Enabled Cyber-Physical Systems. Appl. Artif. Intell. 36 (1) (2022)
Chandreyee Bhowmick, Mudassir Shabbir, Xenofon D. Koutsoukos
Attack-Resilient Multi-Agent Flocking Control Using Graph Neural Networks. MED (2022)
Zihao Zhan, Zhenkai Zhang, Xenofon D. Koutsoukos
A High-Speed, Long-Distance and Wall-Penetrating Covert Channel Based on EM Emanations from DRAM Clock. J. Hardw. Syst. Secur. 6 (1) (2022)
Feiyang Cai, Zhenkai Zhang, Jie Liu, Xenofon D. Koutsoukos
Open Set Recognition using Vision Transformer with an Additional Detection Head. CoRR (2022)
Waseem Abbas, Mudassir Shabbir, Yasin Yazicioglu, Xenofon D. Koutsoukos
Leader Selection for Strong Structural Controllability in Networks using Zero Forcing Sets. ACC (2022)
Dimitrios Boursinos, Xenofon D. Koutsoukos
Selective Classification of Sequential Data Using Inductive Conformal Prediction. ICAA (2022)
Feiyang Cai, Ali Irmak Ozdagli, Xenofon D. Koutsoukos
Detection of Dataset Shifts in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression. CoRR (2021)
Dimitrios Boursinos, Xenofon D. Koutsoukos
Improving Prediction Confidence in Learning-Enabled Autonomous Systems. CoRR (2021)
Dimitrios Boursinos, Xenofon D. Koutsoukos
Reliable Probability Intervals For Classification Using Inductive Venn Predictors Based on Distance Learning. COINS (2021)
Dimitrios Boursinos, Xenofon D. Koutsoukos
Assurance monitoring of learning-enabled cyber-physical systems using inductive conformal prediction based on distance learning. Artif. Intell. Eng. Des. Anal. Manuf. 35 (2) (2021)
Waseem Abbas, Mudassir Shabbir, Yasin Yazicioglu, Xenofon D. Koutsoukos
Edge Augmentation with Controllability Constraints in Directed Laplacian Networks. CoRR (2021)
Dániel Stojcsics, Dimitrios Boursinos, Nagabhushan Mahadevan, Xenofon D. Koutsoukos, Gabor Karsai
Fault-Adaptive Autonomy in Systems with Learning-Enabled Components. Sensors 21 (18) (2021)
Feiyang Cai, Ali Irmak Ozdagli, Xenofon D. Koutsoukos
Detection of Dataset Shifts in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression. ICPS (2021)
Dimitrios Boursinos, Xenofon D. Koutsoukos
Reliable Probability Intervals For Classification Using Inductive Venn Predictors Based on Distance Learning. CoRR (2021)
Ajay Chhokra, Carlos A. Barreto, Abhishek Dubey, Gabor Karsai, Xenofon D. Koutsoukos
Power-attack: a comprehensive tool-chain for modeling and simulating attacks in power systems. MSCPES@CPSIoTWeek (2021)
Dimitrios Boursinos, Xenofon D. Koutsoukos
Assurance Monitoring of Learning Enabled Cyber-Physical Systems Using Inductive Conformal Prediction based on Distance Learning. CoRR (2021)
Jiani Li, Feiyang Cai, Xenofon D. Koutsoukos
Byzantine Resilient Aggregation in Distributed Reinforcement Learning. DCAI (1) (2021)
Feiyang Cai, Ali Irmak Ozdagli, Nicholas Potteiger, Xenofon D. Koutsoukos
Inductive Conformal Out-of-distribution Detection based on Adversarial Autoencoders. COINS (2021)
Himanshu Neema, Leqiang Wang, Xenofon D. Koutsoukos, Chee Yee Tang, Keith Stouffer
Model-Based Risk Analysis Approach for Network Vulnerability and Security of the Critical Railway Infrastructure. CRITIS (2021)
Zihao Zhan, Zhenkai Zhang, Xenofon D. Koutsoukos
BitJabber: The World's Fastest Electromagnetic Covert Channel. HOST (2020)
Zhenkai Zhang, Zihao Zhan, Daniel Balasubramanian, Bo Li, Péter Völgyesi, Xenofon D. Koutsoukos
Leveraging EM Side-Channel Information to Detect Rowhammer Attacks. IEEE Symposium on Security and Privacy (2020)
Waseem Abbas, Mudassir Shabbir, Hassan Jaleel, Xenofon D. Koutsoukos
Improving Network Robustness through Edge Augmentation While Preserving Strong Structural Controllability. CoRR (2020)
Shashank Shekhar, Ajay Chhokra, Hongyang Sun, Aniruddha Gokhale, Abhishek Dubey, Xenofon D. Koutsoukos, Gabor Karsai
URMILA: Dynamically trading-off fog and edge resources for performance and mobility-aware IoT services. J. Syst. Archit. 107 (2020)
Jiani Li, Waseem Abbas, Mudassir Shabbir, Xenofon D. Koutsoukos
Resilient Distributed Diffusion for Multi-Robot Systems Using Centerpoint. Robotics: Science and Systems (2020)
Yasin Yazicioglu, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
Strong Structural Controllability of Diffusively Coupled Networks: Comparison of Bounds Based on Distances and Zero Forcing. CoRR (2020)
Waseem Abbas, Mudassir Shabbir, Jiani Li, Xenofon D. Koutsoukos
Interplay Between Resilience and Accuracy in Resilient Vector Consensus in Multi-Agent Networks. CDC (2020)
Bradley Potteiger, Zhenkai Zhang, Xenofon D. Koutsoukos
Integrated moving target defense and control reconfiguration for securing Cyber-Physical systems. Microprocess. Microsystems 73 (2020)
Yasin Yazicioglu, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
Strong Structural Controllability of Diffusively Coupled Networks: Comparison of Bounds Based on Distances and Zero Forcing. CDC (2020)
Jiani Li, Waseem Abbas, Xenofon D. Koutsoukos
Resilient Distributed Diffusion in Networks with Adversaries. CoRR (2020)
Xenofon D. Koutsoukos
Systems Science of Secure and Resilient Cyberphysical Systems. Computer 53 (3) (2020)
Dimitrios Boursinos, Xenofon D. Koutsoukos
Trusted Confidence Bounds for Learning Enabled Cyber-Physical Systems. CoRR (2020)
Mudassir Shabbir, Jiani Li, Waseem Abbas, Xenofon D. Koutsoukos
Resilient Vector Consensus in Multi-Agent Networks Using Centerpoints. ACC (2020)
Carlos A. Barreto, Himanshu Neema, Xenofon D. Koutsoukos
Attacking Electricity Markets Through IoT Devices. Computer 53 (5) (2020)
Waseem Abbas, Mudassir Shabbir, Jiani Li, Xenofon D. Koutsoukos
Interplay Between Resilience and Accuracy in Resilient Vector Consensus in Multi-Agent Networks. CoRR (2020)
Xingyu Zhou, Robert Canady, Yi Li, Xenofon D. Koutsoukos, Aniruddha Gokhale
Overcoming Stealthy Adversarial Attacks on Power Grid Load Predictions Through Dynamic Data Repair. DDDAS (2020)
Dimitrios Boursinos, Xenofon D. Koutsoukos
Trusted Confidence Bounds for Learning Enabled Cyber-Physical Systems. SP Workshops (2020)
Waseem Abbas, Mudassir Shabbir, Hassan Jaleel, Xenofon D. Koutsoukos
Improving Network Robustness through Edge Augmentation While Preserving Strong Structural Controllability. ACC (2020)
Dimitrios Boursinos, Xenofon D. Koutsoukos
Improving Prediction Confidence in Learning-Enabled Autonomous Systems. DDDAS (2020)
Mudassir Shabbir, Jiani Li, Waseem Abbas, Xenofon D. Koutsoukos
Resilient Vector Consensus in Multi-Agent Networks Using Centerpoints. CoRR (2020)
Jiani Li, Waseem Abbas, Xenofon D. Koutsoukos
Byzantine Resilient Distributed Multi-Task Learning. CoRR (2020)
Carlos A. Barreto, Taha Eghtesad, Scott Eisele, Aron Laszka, Abhishek Dubey, Xenofon D. Koutsoukos
Cyber-Attacks and Mitigation in Blockchain Based Transactive Energy Systems. ICPS (2020)
Scott Eisele, Carlos A. Barreto, Abhishek Dubey, Xenofon D. Koutsoukos, Taha Eghtesad, Aron Laszka, Anastasia Mavridou
Blockchains for Transactive Energy Systems: Opportunities, Challenges, and Approaches. Computer 53 (9) (2020)
Dimitrios Boursinos, Xenofon D. Koutsoukos
Assurance Monitoring of Cyber-Physical Systems with Machine Learning Components. CoRR (2020)
Feiyang Cai, Jiani Li, Xenofon D. Koutsoukos
Detecting Adversarial Examples in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression. CoRR (2020)
Jiani Li, Waseem Abbas, Xenofon D. Koutsoukos
Resilient Distributed Diffusion in Networks With Adversaries. IEEE Trans. Signal Inf. Process. over Networks 6 (2020)
Jiani Li, Waseem Abbas, Mudassir Shabbir, Xenofon D. Koutsoukos
Resilient multi-robot target pursuit. HotSoS (2020)
Feiyang Cai, Jiani Li, Xenofon D. Koutsoukos
Detecting Adversarial Examples in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression. SP Workshops (2020)
Jiani Li, Waseem Abbas, Xenofon D. Koutsoukos
Byzantine Resilient Distributed Multi-Task Learning. NeurIPS (2020)
Feiyang Cai, Xenofon D. Koutsoukos
Real-time Out-of-distribution Detection in Learning-Enabled Cyber-Physical Systems. ICCPS (2020)
Jiani Li, Xenofon D. Koutsoukos
Resilient Distributed Diffusion for Multi-task Estimation. CoRR (2020)
Waseem Abbas, Aron Laszka, Mudassir Shabbir, Xenofon D. Koutsoukos
Graph-Theoretic Approach for Increasing Participation in Networks With Assorted Resources. IEEE Trans. Netw. Sci. Eng. 7 (3) (2020)
Ali Irmak Ozdagli, Carlos A. Barreto, Xenofon D. Koutsoukos
@PAD: adversarial training of power systems against denial-of-service attacks. HotSoS (2020)
Himanshu Neema, Xenofon D. Koutsoukos, Bradley Potteiger, Chee Yee Tang, Keith Stouffer
Simulation testbed for railway infrastructure security and resilience evaluation. HotSoS (2020)
Bradley Potteiger, Feiyang Cai, Abhishek Dubey, Xenofon D. Koutsoukos, Zhenkai Zhang
Security in Mixed Time and Event Triggered Cyber-Physical Systems using Moving Target Defense. ISORC (2020)
Feiyang Cai, Xenofon D. Koutsoukos
Real-time Out-of-distribution Detection in Learning-Enabled Cyber-Physical Systems. CoRR (2020)
Xingyu Zhou, Yi Li, Carlos A. Barreto, Péter Völgyesi, Xenofon D. Koutsoukos
Load forecasting with adversarial attacks in power systems using DeepForge. HotSoS (2019)
Amin Ghafouri, Aron Laszka, Waseem Abbas, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
A game-theoretic approach for selecting optimal time-dependent thresholds for anomaly detection. Auton. Agents Multi Agent Syst. 33 (4) (2019)
Shweta Khare, Hongyang Sun, Julien Gascon-Samson, Kaiwen Zhang, Aniruddha Gokhale, Yogesh D. Barve, Anirban Bhattacharjee, Xenofon D. Koutsoukos
Linearize, predict and place: minimizing the makespan for edge-based stream processing of directed acyclic graphs. SEC (2019)
Carlos A. Barreto, Xenofon D. Koutsoukos
Design of Load Forecast Systems Resilient Against Cyber-Attacks. GameSec (2019)
Ali Irmak Ozdagli, Xenofon D. Koutsoukos
Machine learning based novelty detection using modal analysis. Comput. Aided Civ. Infrastructure Eng. 34 (12) (2019)
Aron Laszka, Waseem Abbas, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
Detection and mitigation of attacks on transportation networks as a multi-stage security game. Comput. Secur. 87 (2019)
Shashank Shekhar, Ajay Chhokra, Hongyang Sun, Aniruddha Gokhale, Abhishek Dubey, Xenofon D. Koutsoukos
Supporting fog/edge-based cognitive assistance IoT services for the visually impaired: poster abstract. IoTDI (2019)
Charles Hartsell, Nagabhushan Mahadevan, Shreyas Ramakrishna, Abhishek Dubey, Theodore Bapty, Taylor T. Johnson, Xenofon D. Koutsoukos, Janos Sztipanovits, Gabor Karsai
CPS Design with Learning-Enabled Components: A Case Study. RSP (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xenofon D. Koutsoukos