Waseem Abbas

97 papers A* 1B 1C 11Journal 60Unranked 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
ModelStar: Reachability Analysis-based Safety Verification of Neural Networks Against Model Perturbations.
J. Artif. Intell. Res.
Muhammad Usama Zubair, Taylor T. Johnson, Kanad Basu, Waseem Abbas
2025 J jnl
Feature Construction Using Network Control Theory and Rank Encoding for Graph Machine Learning.
CoRR
Anwar Said, Yifan Wei, Obaid Ullah Ahmad, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
2025 J jnl
Geometric Methods for Resilient Aggregation and Safe Point Computation in Adversarial Multiagent Networks With Imprecise Data.
IEEE Trans. Signal Inf. Process. over Networks
Christopher A. Lee, Waseem Abbas
2025 J jnl
Leaky Forcing in Graphs for Resilient Controllability in Networks.
IEEE Trans. Control. Netw. Syst.
Waseem Abbas
2025 J jnl
Learning Backbones: Sparsifying Graphs through Zero Forcing for Effective Graph-Based Learning.
CoRR
Obaid Ullah Ahmad, Anwar Said, Mudassir Shabbir, Xenofon D. Koutsoukos, Waseem Abbas
2025 J jnl
Mitigating Distribution Shift in Graph-Based Android Malware Classification via Function Metadata and LLM Embeddings.
CoRR
Ngoc N. Tran, Anwar Said, Waseem Abbas, Tyler Derr, Xenofon D. Koutsoukos
2025 — conf
PropEnc: A Property Encoder for Graph Neural Networks.
COINS
Anwar Said, Waseem Abbas, Xenofon D. Koutsoukos
2025 — conf
Robust Anomaly Detection with Graph Neural Networks Using Controllability.
CAI
Yifan Wei, Anwar Said, Waseem Abbas, Xenofon D. Koutsoukos
2025 J jnl
Robust Anomaly Detection with Graph Neural Networks using Controllability.
CoRR
Yifan Wei, Anwar Said, Waseem Abbas, Xenofon D. Koutsoukos
2025 — conf
Verification of Neural Network Robustness Against Weight Perturbations Using Star Sets.
CAI
Muhammad Usama Zubair, Taylor T. Johnson, Kanad Basu, Waseem Abbas
2024 J jnl
A Graph Machine Learning Framework to Compute Zero Forcing Sets in Graphs.
IEEE Trans. Netw. Sci. Eng.
Obaid Ullah Ahmad, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
2024 C conf
Control-Based Graph Embeddings with Data Augmentation for Contrastive Learning.
ACC
Obaid Ullah Ahmad, Anwar Said, Mudassir Shabbir, Xenofon D. Koutsoukos, Waseem Abbas
2024 J jnl
Control-based Graph Embeddings with Data Augmentation for Contrastive Learning.
CoRR
Obaid Ullah Ahmad, Anwar Said, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
2024 J jnl
Distributed Design of Strong Structurally Controllable and Maximally Robust Networks.
IEEE Trans. Netw. Sci. Eng.
Priyanshkumar I. Patel, Johir Suresh, Waseem Abbas
2024 — conf
Improving Graph Machine Learning Performance Through Feature Augmentation Based on Network Control Theory.
MED
Anwar Said, Obaid Ullah Ahmad, Waseem Abbas, Mudassir Shabbir, Xenofon D. Koutsoukos
2024 J jnl
Improving Graph Machine Learning Performance Through Feature Augmentation Based on Network Control Theory.
CoRR
Anwar Said, Obaid Ullah Ahmad, Waseem Abbas, Mudassir Shabbir, Xenofon D. Koutsoukos
2024 J jnl
Network Controllability Perspectives on Graph Representation.
IEEE Trans. Knowl. Data Eng.
Anwar Said, Obaid Ullah Ahmad, Waseem Abbas, Mudassir Shabbir, Xenofon D. Koutsoukos
2024 J jnl
On Zero Forcing Sets and Network Controllability - Computation and Edge Augmentation.
IEEE Trans. Control. Netw. Syst.
Waseem Abbas, Mudassir Shabbir, Yasin Yazicioglu, Xenofon D. Koutsoukos
2024 J jnl
On the non-resiliency of subsequence reduced resilient consensus in multiagent networks.
Eur. J. Control
Leon Khalyavin, Waseem Abbas
2023 J jnl
A Survey of Graph Unlearning.
CoRR
Anwar Said, Tyler Derr, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
2023 J jnl
Circuit design completion using graph neural networks.
Neural Comput. Appl.
Anwar Said, Mudassir Shabbir, Brian Broll, Waseem Abbas, Péter Völgyesi, Xenofon D. Koutsoukos
2023 J jnl
Computation of the Distance-Based Bound on Strong Structural Controllability in Networks.
IEEE Trans. Autom. Control.
Mudassir Shabbir, Waseem Abbas, Ahmet Yasin Yazicioglu, Xenofon D. Koutsoukos
2023 J jnl
Computing Graph Descriptors on Edge Streams.
ACM Trans. Knowl. Discov. Data
Zohair Raza Hassan, Sarwan Ali, Imdadullah Khan, Mudassir Shabbir, Waseem Abbas
2023 J jnl
Distributed Clustering for Cooperative Multi-Task Learning Networks.
IEEE Trans. Netw. Sci. Eng.
Jiani Li, Weihan Wang, Waseem Abbas, Xenofon D. Koutsoukos
2023 C conf
Enhanced Graph Neural Networks with Ego-Centric Spectral Subgraph Embeddings Augmentation.
ICMLA
Anwar Said, Mudassir Shabbir, Tyler Derr, Waseem Abbas, Xenofon D. Koutsoukos
2023 J jnl
Enhanced Graph Neural Networks with Ego-Centric Spectral Subgraph Embeddings Augmentation.
CoRR
Anwar Said, Mudassir Shabbir, Tyler Derr, Waseem Abbas, Xenofon D. Koutsoukos
2023 J jnl
Robustness of Learning in Games With Heterogeneous Players.
IEEE Trans. Autom. Control.
Aqsa Shehzadi Akbar, Hassan Jaleel, Waseem Abbas, Jeff S. Shamma
2022 J jnl
Byzantine Resilient Distributed Learning in Multirobot Systems.
IEEE Trans. Robotics
Jiani Li, Waseem Abbas, Mudassir Shabbir, Xenofon D. Koutsoukos
2022 J jnl
Edge Augmentation With Controllability Constraints in Directed Laplacian Networks.
IEEE Control. Syst. Lett.
Waseem Abbas, Mudassir Shabbir, Yasin Yazicioglu, Xenofon D. Koutsoukos
2022 C conf
Leader Selection for Strong Structural Controllability in Networks using Zero Forcing Sets.
ACC
Waseem Abbas, Mudassir Shabbir, Yasin Yazicioglu, Xenofon D. Koutsoukos
2022 — conf
Resilient Multi-agent Reinforcement Learning Using Medoid and Soft-medoid Based Aggregation.
ICAA
Chandreyee Bhowmick, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
2022 J jnl
Resilient distributed vector consensus using centerpoint.
Autom.
Waseem Abbas, Mudassir Shabbir, Jiani Li, Xenofon D. Koutsoukos
2022 J jnl
Strong structural controllability of networks: Comparison of bounds using distances and zero forcing.
Autom.
Yasin Yazicioglu, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
2021 J jnl
Edge Augmentation with Controllability Constraints in Directed Laplacian Networks.
CoRR
Waseem Abbas, Mudassir Shabbir, Yasin Yazicioglu, Xenofon D. Koutsoukos
2021 J jnl
NetKI: A kirchhoff index based statistical graph embedding in nearly linear time.
Neurocomputing
Anwar Said, Saeed-Ul Hassan, Waseem Abbas, Mudassir Shabbir
2021 J jnl
On the Impacts of Redundancy, Diversity, and Trust in Resilient Distributed State Estimation.
IEEE Trans. Control. Netw. Syst.
Aritra Mitra, Faiq Ghawash, Shreyas Sundaram, Waseem Abbas
2021 J jnl
Structural Robustness to Noise in Consensus Networks: Impact of Degrees and Distances, Fundamental Limits, and Extremal Graphs.
IEEE Trans. Autom. Control.
Yasin Yazicioglu, Waseem Abbas, Mudassir Shabbir
2020 A* conf
Byzantine Resilient Distributed Multi-Task Learning.
NeurIPS
Jiani Li, Waseem Abbas, Xenofon D. Koutsoukos
2020 J jnl
Byzantine Resilient Distributed Multi-Task Learning.
CoRR
Jiani Li, Waseem Abbas, Xenofon D. Koutsoukos
2020 J jnl
Graph-Theoretic Approach for Increasing Participation in Networks With Assorted Resources.
IEEE Trans. Netw. Sci. Eng.
Waseem Abbas, Aron Laszka, Mudassir Shabbir, Xenofon D. Koutsoukos
2020 C conf
Improving Network Robustness through Edge Augmentation While Preserving Strong Structural Controllability.
ACC
Waseem Abbas, Mudassir Shabbir, Hassan Jaleel, Xenofon D. Koutsoukos
2020 J jnl
Improving Network Robustness through Edge Augmentation While Preserving Strong Structural Controllability.
CoRR
Waseem Abbas, Mudassir Shabbir, Hassan Jaleel, Xenofon D. Koutsoukos
2020 — conf
Interplay Between Resilience and Accuracy in Resilient Vector Consensus in Multi-Agent Networks.
CDC
Waseem Abbas, Mudassir Shabbir, Jiani Li, Xenofon D. Koutsoukos
2020 J jnl
Interplay Between Resilience and Accuracy in Resilient Vector Consensus in Multi-Agent Networks.
CoRR
Waseem Abbas, Mudassir Shabbir, Jiani Li, Xenofon D. Koutsoukos
2020 — conf
Resilient Distributed Diffusion for Multi-Robot Systems Using Centerpoint.
Robotics: Science and Systems
Jiani Li, Waseem Abbas, Mudassir Shabbir, Xenofon D. Koutsoukos
2020 J jnl
Resilient Distributed Diffusion in Networks With Adversaries.
IEEE Trans. Signal Inf. Process. over Networks
Jiani Li, Waseem Abbas, Xenofon D. Koutsoukos
2020 J jnl
Resilient Distributed Diffusion in Networks with Adversaries.
CoRR
Jiani Li, Waseem Abbas, Xenofon D. Koutsoukos
2020 C conf
Resilient Vector Consensus in Multi-Agent Networks Using Centerpoints.
ACC
Mudassir Shabbir, Jiani Li, Waseem Abbas, Xenofon D. Koutsoukos
2020 J jnl
Resilient Vector Consensus in Multi-Agent Networks Using Centerpoints.
CoRR
Mudassir Shabbir, Jiani Li, Waseem Abbas, Xenofon D. Koutsoukos
2020 — conf
Resilient multi-robot target pursuit.
HotSoS
Jiani Li, Waseem Abbas, Mudassir Shabbir, Xenofon D. Koutsoukos
2020 — conf
Strong Structural Controllability of Diffusively Coupled Networks: Comparison of Bounds Based on Distances and Zero Forcing.
CDC
Yasin Yazicioglu, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
2020 J jnl
Strong Structural Controllability of Diffusively Coupled Networks: Comparison of Bounds Based on Distances and Zero Forcing.
CoRR
Yasin Yazicioglu, Mudassir Shabbir, Waseem Abbas, Xenofon D. Koutsoukos
2020 J jnl
Tradeoff Between Controllability and Robustness in Diffusively Coupled Networks.
IEEE Trans. Control. Netw. Syst.
Waseem Abbas, Mudassir Shabbir, Ahmet Yasin Yazicioglu, Aqsa Akber
2019 J jnl
A game-theoretic approach for selecting optimal time-dependent thresholds for anomaly detection.
Auton. Agents Multi Agent Syst.
Amin Ghafouri, Aron Laszka, Waseem Abbas, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
2019 J jnl
Detection and mitigation of attacks on transportation networks as a multi-stage security game.
Comput. Secur.
Aron Laszka, Waseem Abbas, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
2019 C conf
Diversity and Trust to Increase Structural Robustness in Networks.
ACC
Waseem Abbas, Aron Laszka, Xenofon D. Koutsoukos
2019 J jnl
On Computation of the Distance-based Bound on Strong Structural Controllability in Networks.
CoRR
Mudassir Shabbir, Waseem Abbas, Ahmet Yasin Yazicioglu
2019 — conf
On the Computation of the Distance-based Lower Bound on Strong Structural Controllability in Networks.
CDC
Mudassir Shabbir, Waseem Abbas, Yasin Yazicioglu
2019 C conf
On the Trade-off Between Controllability and Robustness in Networks of Diffusively Coupled Agents.
ACC
Waseem Abbas, Mudassir Shabbir, Ahmet Yasin Yazicioglu, Aqsa Akber
2019 J jnl
On the Trade-off Between Controllability and Robustness in Networks of Diffusively Coupled Agents.
CoRR
Waseem Abbas, Mudassir Shabbir, Ahmet Yasin Yazicioglu, Aqsa Akber
2019 — conf
Robustness Of Stochastic Learning Dynamics To Player Heterogeneity In Games.
CDC
Hassan Jaleel, Waseem Abbas, Jeff S. Shamma
2019 — conf
Structural Robustness to Noise in Consensus Networks: Impact of Average Degrees and Average Distances.
CDC
Yasin Yazicioglu, Waseem Abbas, Mudassir Shabbir
2019 J jnl
Structural Robustness to Noise in Consensus Networks: Impact of Degrees and Distances, Fundamental Limits, and Extremal Graphs.
CoRR
Yasin Yazicioglu, Waseem Abbas, Mudassir Shabbir
2018 J jnl
Detection and Mitigation of Attacks on Transportation Networks as a Multi-Stage Security Game.
CoRR
Aron Laszka, Waseem Abbas, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
2018 J jnl
Improving Network Connectivity and Robustness Using Trusted Nodes With Application to Resilient Consensus.
IEEE Trans. Control. Netw. Syst.
Waseem Abbas, Aron Laszka, Xenofon D. Koutsoukos
2018 J jnl
Scheduling Resource-Bounded Monitoring Devices for Event Detection and Isolation in Networks.
IEEE Trans. Netw. Sci. Eng.
Waseem Abbas, Aron Laszka, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
2018 — conf
Synergistic Security for the Industrial Internet of Things: Integrating Redundancy, Diversity, and Hardening.
ICII
Aron Laszka, Waseem Abbas, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
2018 J jnl
Synergistic Security for the Industrial Internet of Things: Integrating Redundancy, Diversity, and Hardening.
CoRR
Aron Laszka, Waseem Abbas, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
2017 — conf
Graph-Theoretic Approach for Increasing Participation in Social Sensing.
SocialSens@CPSWeek
Waseem Abbas, Aron Laszka, Xenofon D. Koutsoukos
2017 C conf
Improving network connectivity using trusted nodes and edges.
ACC
Waseem Abbas, Aron Laszka, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
2017 — conf
Resilient sensor placement for fault localization in water distribution networks.
ICCPS
Waseem Abbas, Lina Sela Perelman, Saurabh Amin, Xenofon D. Koutsoukos
2017 J jnl
Scheduling Battery-Powered Sensor Networks for Minimizing Detection Delays.
IEEE Commun. Lett.
Aron Laszka, Waseem Abbas, Xenofon D. Koutsoukos
2017 — conf
Synergic security for smart water networks: redundancy, diversity, and hardening.
CySWATER@CPSWeek
Aron Laszka, Waseem Abbas, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
2016 J jnl
Deploying Robots With Two Sensors in
J. Graph Theory
Waseem Abbas, Magnus Egerstedt, Chun-Hung Liu, Robin Thomas, Peter Whalen
2016 J jnl
Graph Distances and Controllability of Networks.
CoRR
Ahmet Yasin Yazicioglu, Waseem Abbas, Magnus Egerstedt
2016 J jnl
Graph Distances and Controllability of Networks.
IEEE Trans. Autom. Control.
Ahmet Yasin Yazicioglu, Waseem Abbas, Magnus Egerstedt
2016 — conf
Optimal Thresholds for Anomaly-Based Intrusion Detection in Dynamical Environments.
GameSec
Amin Ghafouri, Waseem Abbas, Aron Laszka, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
2016 J jnl
Optimal Thresholds for Anomaly-Based Intrusion Detection in Dynamical Environments.
CoRR
Amin Ghafouri, Waseem Abbas, Aron Laszka, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
2016 — conf
Optimal thresholds for intrusion detection systems.
HotSoS
Aron Laszka, Waseem Abbas, S. Shankar Sastry, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
2016 J jnl
Scheduling Resource-Bounded Monitoring Devices for Event Detection and Isolation in Networks.
CoRR
Waseem Abbas, Aron Laszka, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
2016 J jnl
Sensor placement for fault location identification in water networks: A minimum test cover approach.
Autom.
Lina Sela Perelman, Waseem Abbas, Xenofon D. Koutsoukos, Saurabh Amin
2016 J jnl
Vulnerability of Fixed-Time Control of Signalized Intersections to Cyber-Tampering.
CoRR
Amin Ghafouri, Waseem Abbas, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
2015 — conf
An Efficient Approach to Fault Identification in Urban Water Networks Using Multi-Level Sensing.
BuildSys
Waseem Abbas, Lina Sela Perelman, Saurabh Amin, Xenofon D. Koutsoukos
2015 J jnl
Efficient Complete Coverage Through Heterogeneous Sensing Nodes.
IEEE Wirel. Commun. Lett.
Waseem Abbas, Xenofon D. Koutsoukos
2015 J jnl
Guarding Networks Through Heterogeneous Mobile Guards.
CoRR
Waseem Abbas, Sajal Bhatia, Xenofon D. Koutsoukos
2015 C conf
Guarding networks through heterogeneous mobile guards.
ACC
Waseem Abbas, Sajal Bhatia, Xenofon D. Koutsoukos
2015 — conf
Scheduling Intrusion Detection Systems in Resource-Bounded Cyber-Physical Systems.
CPS-SPC@CCS
Waseem Abbas, Aron Laszka, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
2015 J jnl
Sensor placement for fault location identification in water networks: A minimum test cover approach.
CoRR
Lina Sela Perelman, Waseem Abbas, Xenofon D. Koutsoukos, Saurabh Amin
2014 J jnl
Characterizing heterogeneity in cooperative networks from a resource distribution view-point.
Commun. Inf. Syst.
Waseem Abbas, Magnus Egerstedt
2014 B conf
Immunization against Infection Propagation in Heterogeneous Networks.
NCA
Waseem Abbas, Sajal Bhatia, Yevgeniy Vorobeychik, Xenofon D. Koutsoukos
2013 — conf
Energy-efficient data collection in heterogeneous wireless sensor and actor networks.
CDC
Waseem Abbas, Hassan Jaleel, Magnus Egerstedt
2012 J jnl
A Tight Lower Bound on the Controllability of Networks with Multiple Leaders
CoRR
Ahmet Yasin Yazicioglu, Waseem Abbas, Magnus Egerstedt
2012 — conf
A tight lower bound on the controllability of networks with multiple leaders.
CDC
Ahmet Yasin Yazicioglu, Waseem Abbas, Magnus Egerstedt
2012 — conf
Distribution of agents with multiple capabilities in heterogeneous multiagent networks - A graph theoretic view.
CDC
Waseem Abbas, Magnus Egerstedt
2012 C conf
Securing multiagent systems against a sequence of intruder attacks.
ACC
Waseem Abbas, Magnus Egerstedt
2011 — conf
Distribution of agents in heterogeneous multiagent systems.
CDC/ECC
Waseem Abbas, Magnus Egerstedt
2011 C conf
Hierarchical assembly of leader-asymmetric, single-leader networks.
ACC
Waseem Abbas, Magnus Egerstedt