Manzoor Hussain

30 papers Journal 27Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Adaptive precision layering for efficient adversarial training of deep learning models in intelligent vehicles. Expert Syst. Appl. Manzoor Hussain, Zhengyu Shang, Jang-Eui Hong
2025	J	`jnl`	Deep learning adversarial attacks and defenses in autonomous vehicles: a systematic literature review from a safety perspective. Artif. Intell. Rev. Ahmed Dawod Mohammed Ibrahum, Manzoor Hussain, Jang-Eui Hong
2025	J	`jnl`	Evaluating and Improving Adversarial Robustness of Deep Learning Models for Intelligent Vehicle Safety. IEEE Trans. Reliab. Manzoor Hussain, Jang-Eui Hong
2025	J	`jnl`	Kernel-based meshless approximation method for a fluid flow model: a least-square approach with decomposition of interior and boundary data. Comput. Appl. Math. Manzoor Hussain
2025	J	`jnl`	On the computational modeling of the behavior of a three-dimensional Brusselator system using a localized meshless method. Math. Comput. Simul. Manzoor Hussain, Abdul Ghafoor
2025	J	`jnl`	PEGAT: Prediction Error-Guided Adversarial Training to Enhance Robustness of Deep Learning Models in Autonomous Vehicles. IEEE Access Manzoor Hussain, Zhengyu Shang, Ahmed Dawod Mohammed Ibrahum, Jang-Eui Hong
2025	J	`jnl`	The localized meshless method of lines for the approximation of two-dimensional reaction-diffusion system. Numer. Algorithms Manzoor Hussain, Abdul Ghafoor
2024	J	`jnl`	A hybrid kernel-based meshless method for numerical approximation of multidimensional Fisher's equation. Math. Comput. Simul. Manzoor Hussain, Abdul Ghafoor, Arshad Hussain, Sirajul Haq, Ihteram Ali, Shams Ul Arifeen
2023	—	`conf`	How Reliable are the Deep Learning-based Anomaly Detectors? A Comprehensive Reliability Analysis of Autoencoder-based Anomaly Detectors. ICUFN Manzoor Hussain, Jae-Won Suh, Bo-Seok Seo, Jang-Eui Hong
2023	J	`jnl`	Reconstruction-Based Adversarial Attack Detection in Vision-Based Autonomous Driving Systems. Mach. Learn. Knowl. Extr. Manzoor Hussain, Jang-Eui Hong
2023	J	`jnl`	Securing Safety in Collaborative Cyber-Physical Systems through Fault Criticality Analysis. CoRR Manzoor Hussain, Nazakat Ali, Jang-Eui Hong
2022	J	`jnl`	A hybrid collocation method for the computational study of multi-term time fractional partial differential equations. Comput. Math. Appl. Abdul Ghafoor, Nazish Khan, Manzoor Hussain, Rahman Ullah
2022	J	`jnl`	DeepGuard: a framework for safeguarding autonomous driving systems from inconsistent behaviour. Autom. Softw. Eng. Manzoor Hussain, Nazakat Ali, Jang-Eui Hong
2022	—	`conf`	Evaluating Correctness of Reinforcement Learning based on Actor-Critic Algorithm. ICUFN Youngjae Kim, Manzoor Hussain, Jae-Won Suh, Jang-Eui Hong
2022	J	`jnl`	Numerical Solutions of Variable Coefficient Higher-Order Partial Differential Equations Arising in Beam Models. Entropy Abdul Ghafoor, Sirajul Haq, Manzoor Hussain, Thabet Abdeljawad, Manar A. Alqudah
2022	J	`jnl`	SafeSoCPS: A Composite Safety Analysis Approach for System of Cyber-Physical Systems. Sensors Nazakat Ali, Manzoor Hussain, Jang-Eui Hong
2022	J	`jnl`	Vision beyond the Field-of-View: A Collaborative Perception System to Improve Safety of Intelligent Cyber-Physical Systems. Sensors Manzoor Hussain, Nazakat Ali, Jang-Eui Hong
2021	J	`jnl`	DeepGuard: A Framework for Safeguarding Autonomous Driving Systems from Inconsistent Behavior. CoRR Manzoor Hussain, Nazakat Ali, Jang-Eui Hong
2021	J	`jnl`	Hybrid radial basis function methods of lines for the numerical solution of viscous Burgers' equation. Comput. Appl. Math. Manzoor Hussain
2021	J	`jnl`	Numerical solutions of strongly non-linear generalized Burgers-Fisher equation via meshfree spectral technique. Int. J. Comput. Math. Manzoor Hussain, Sirajul Haq
2020	J	`jnl`	A Generic Framework For Capturing Reliability in Cyber Physical Systems. CoRR Nazakat Ali, Manzoor Hussain, Youngjae Kim, Jang-Eui Hong
2020	—	`conf`	A Generic Framework For Capturing Reliability in Cyber-Physical Systems. ESSE Nazakat Ali, Manzoor Hussain, Youngjae Kim, Jang-Eui Hong
2020	J	`jnl`	A computational study of variable coefficients fractional advection-diffusion-reaction equations via implicit meshless spectral algorithm. Eng. Comput. Sirajul Haq, Manzoor Hussain, Abdul Ghafoor
2020	J	`jnl`	Analyzing Safety of Collaborative Cyber-Physical Systems Considering Variability. IEEE Access Nazakat Ali, Manzoor Hussain, Jang-Eui Hong
2020	J	`jnl`	Meshless RBFs method for numerical solutions of two-dimensional high order fractional Sobolev equations. Comput. Math. Appl. Manzoor Hussain, Sirajul Haq, Abdul Ghafoor
2020	J	`jnl`	Numerical solutions of time-fractional coupled viscous Burgers' equations using meshfree spectral method. Comput. Appl. Math. Manzoor Hussain, Sirajul Haq, Abdul Ghafoor, Ihteram Ali
2019	J	`jnl`	Meshless spectral method for solution of time-fractional coupled KdV equations. Appl. Math. Comput. Manzoor Hussain, Sirajul Haq, Abdul Ghafoor
2019	J	`jnl`	Numerical solutions of two dimensional Sobolev and generalized Benjamin-Bona-Mahony-Burgers equations via Haar wavelets. Comput. Math. Appl. Sirajul Haq, Abdul Ghafoor, Manzoor Hussain, Shamsul Arifeen
2019	J	`jnl`	Numerical solutions of variable order time fractional (1+1)- and (1+2)-dimensional advection dispersion and diffusion models. Appl. Math. Comput. Sirajul Haq, Abdul Ghafoor, Manzoor Hussain
2018	J	`jnl`	Selection of shape parameter in radial basis functions for solution of time-fractional Black-Scholes models. Appl. Math. Comput. Sirajul Haq, Manzoor Hussain