Muhammad Anan

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All published works

Action	Title	Year	Authors
+ PDF Chat	Genetic Algorithm-Based Dynamic Backdoor Attack on Federated Learning-Based Network Traffic Classification	2023	Mahmoud Nazzal Nura Aljaafari Ahmed Sawalmeh Abdallah Khreishah Muhammad Anan Abdulelah Algosaibi Mohammed Al-Naeem Adel Aldalbahi Abdulaziz Alhumam Conrado P. Vizcarra
+	Genetic Algorithm-Based Dynamic Backdoor Attack on Federated Learning-Based Network Traffic Classification	2023	Mahmoud Nazzal Nura Aljaafari Ahmed Sawalmeh Abdallah Khreishah Muhammad Anan Abdulelah Algosaibi Mohammed Al-Naeem Adel Aldalbahi Abdulaziz Alhumam Conrado P. Vizcarra
+	Intelligent Building Control Systems for Thermal Comfort and Energy-Efficiency: A Systematic Review of Artificial Intelligence-Assisted Techniques	2021	Ghezlane Halhoul Merabet Mohamed Essaaidi Mohamed Ben Haddou Basheer Qolomany Junaid Qadir Muhammad Anan Ala Al‐Fuqaha Mohamed Riduan Abid Driss Benhaddou
+ PDF Chat	Intelligent building control systems for thermal comfort and energy-efficiency: A systematic review of artificial intelligence-assisted techniques	2021	Ghezlane Halhoul Merabet Mohamed Essaaidi Mohamed Ben Haddou Basheer Qolomany Junaid Qadir Muhammad Anan Ala Al‐Fuqaha Mohamed Riduan Abid Driss Benhaddou
+	Intelligent Building Control Systems for Thermal Comfort and Energy-Efficiency: A Systematic Review of Artificial Intelligence-Assisted Techniques	2021	Ghezlane Halhoul Merabet Mohamed Essaaidi Mohamed Ben Haddou Basheer Qolomany Junaid Qadir Muhammad Anan Ala Al‐Fuqaha Mohamed Riduan Abid Driss Benhaddou
+	Artificial Intelligence-Assisted Energy and Thermal Comfort Control for Sustainable Buildings: An Extended Representation of the Systematic Review.	2020	Ghezlane Halhoul Merabet Mohamed Essaaidi Mohamed Ben Haddou Basheer Qolomany Junaid Qadir Muhammad Anan Ala Al‐Fuqaha Mohamed Riduan Abid Driss Benhaddou
+ PDF Chat	ManiGen: A Manifold Aided Black-Box Generator of Adversarial Examples	2020	Guanxiong Liu Issa Khalil Abdallah Khreishah Abdulelah Algosaibi Adel Aldalbahi Mohammed Al-Naeem Abdulaziz Alhumam Muhammad Anan
+	Artificial Intelligence-Assisted Energy and Thermal Comfort Control for Sustainable Buildings: An Extended Representation of the Systematic Review	2020	Ghezlane Halhoul Merabet Mohamed Essaaidi Mohamed Ben-Haddou Basheer Qolomany Junaid Qadir Muhammad Anan Ala Al‐Fuqaha Riduan Mohamed Abid Driss Benhaddou

Common Coauthors

Coauthor	Papers Together
Junaid Qadir	5
Driss Benhaddou	5
Ala Al‐Fuqaha	5
Mohamed Essaaidi	5
Basheer Qolomany	5
Ghezlane Halhoul Merabet	5
Mohamed Ben Haddou	4
Mohamed Riduan Abid	4
Mohammed Al-Naeem	3
Abdulaziz Alhumam	3
Abdallah Khreishah	3
Abdulelah Algosaibi	3
Shadan Alhamed	2
Ahmed Sawalmeh	2
Mahmoud Nazzal	2
Nura Aljaafari	2
Adel Aldalbahi	2
Conrado P. Vizcarra	2
Mohamed Ben-Haddou	1
Adel Aldalbahi	1
Issa Khalil	1
Riduan Mohamed Abid	1
Guanxiong Liu	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Energy-Efficient Thermal Comfort Control in Smart Buildings via Deep Reinforcement Learning	2019	Guanyu Gao Jie Li Yonggang Wen	3
+	NeurOpt: Neural network based optimization for building energy management and climate control	2020	Achin Jain Francesco Smarra Enrico Reticcioli Alessandro D’Innocenzo Manfred Morari	3
+	None	2003	Rafael Alcalá José M. Benítez Jorge Casillas Óscar Cordón Raúl Pérez	3
+	Leveraging Machine Learning and Big Data for Smart Buildings: A Comprehensive Survey	2019	Basheer Qolomany Ala Al‐Fuqaha Ajay Gupta Driss Benhaddou Safaa Alwajidi Junaid Qadir A.C.M. Fong	2
+	Rule-based modeling of nonlinear relationships	1997	Witold Pedrycz Marek Reformat	2
+	An agent-based framework to study occupant multi-comfort level in office buildings	2016	Mohammad Barakat Hiam Khoury	2
+ PDF Chat	Internet of Things Security Research: A Rehash of Old Ideas or New Intellectual Challenges?	2017	Earlence Fernandes Amir Rahmati Kevin Eykholt Atul Prakash	2
+ PDF Chat	Towards Evaluating the Robustness of Neural Networks	2017	Nicholas Carlini David Wagner	2
+ PDF Chat	Caveat Emptor: The Risks of Using Big Data for Human Development	2019	Siddique Latif Adnan Qayyum Muhammad Usama Junaid Qadir Andrej Zwitter Muhammad Atif Shahzad	2
+ PDF Chat	Data-driven control of micro-climate in buildings: An event-triggered reinforcement learning approach	2020	Ashkan Haji Hosseinloo Alexander Ryzhov Aldo Bischi H. Ouerdane Konstantin Turitsyn Munther A. Dahleh	2
+ PDF Chat	Adversarial Attacks on Cognitive Self-Organizing Networks: The Challenge and the Way Forward	2018	Muhammad Usama Junaid Qadir Ala Al‐Fuqaha	1
+	Striving for Simplicity: The All Convolutional Net	2014	Jost Tobias Springenberg Alexey Dosovitskiy Thomas Brox Martin Riedmiller	1
+ PDF Chat	GanDef: A GAN Based Adversarial Training Defense for Neural Network Classifier	2019	Guanxiong Liu Issa Khalil Abdallah Khreishah	1
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	1
+	Adversarial Machine Learning at Scale	2016	Alexey Kurakin Ian Goodfellow Samy Bengio	1
+	Communication-Efficient Learning of Deep Networks from Decentralized Data	2016	H. Brendan McMahan Eider Moore Daniel Ramage Seth Hampson Blaise Agüera y Arcas	1
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	1
+	Explaining and Harnessing Adversarial Examples	2014	Ian Goodfellow Jonathon Shlens Christian Szegedy	1
+ PDF Chat	ZK-GanDef: A GAN Based Zero Knowledge Adversarial Training Defense for Neural Networks	2019	Guanxiong Liu Issa Khalil Abdallah Khreishah	1
+ PDF Chat	Using Intuition from Empirical Properties to Simplify Adversarial Training Defense	2019	Guanxiong Liu Issa Khalil Abdallah Khreishah	1
+	Federated Transfer Reinforcement Learning for Autonomous Driving	2019	Xinle Liang Yang Liu Tianjian Chen Ming Liu Qiang Yang	1
+ PDF Chat	The Adversarial Machine Learning Conundrum: Can the Insecurity of ML Become the Achilles' Heel of Cognitive Networks?	2019	Muhammad Usama Junaid Qadir Ala Al‐Fuqaha Mounir Hamdi	1
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	1
+	ADADELTA: An Adaptive Learning Rate Method	2012	Matthew D. Zeiler	1
+	Using Single-Step Adversarial Training to Defend Iterative Adversarial Examples	2020	Guanxiong Liu Issa Khalil Abdallah Khreishah	1
+ PDF Chat	FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare	2020	Yiqiang Chen Xin Qin Jindong Wang Chaohui Yu Wen Gao	1
+	A Tale of Evil Twins: Adversarial Inputs versus Poisoned Models	2020	Ren Pang Hua Shen Xinyang Zhang Shouling Ji Yevgeniy Vorobeychik Xiapu Luo Alex X. Liu Ting Wang	1
+	Attack of the Tails: Yes, You Really Can Backdoor Federated Learning	2020	Hongyi Wang Kartik K. Sreenivasan Shashank Rajput Harit Vishwakarma Saurabh Agarwal Jy-yong Sohn Kangwook Lee Dimitris Papailiopoulos	1
+ PDF Chat	Using Single-Step Adversarial Training to Defend Iterative Adversarial Examples	2021	Guanxiong Liu Issa Khalil Abdallah Khreishah	1
+	Sample Complexity of Testing the Manifold Hypothesis	2010	Hariharan Narayanan Sanjoy K. Mitter	1
+	A Federated Semi-Supervised Learning Approach for Network Traffic Classification	2021	Yao Peng Meirong He Yu Wang	1
+ PDF Chat	Robust Federated Learning for execution time-based device model identification under label-flipping attack	2023	Pedro Miguel Sánchez Sánchez Alberto Huertas Celdrán José Rafael Buendía Rubio Gérôme Bovet Gregorio Martínez Pérez	1
+ PDF Chat	Practical Black-Box Attacks against Machine Learning	2017	Nicolas Papernot Patrick McDaniel Ian Goodfellow Somesh Jha Z. Berkay Celik Ananthram Swami	1
+	NeurOpt: Neural network based optimization for building energy management and climate control	2020	Achin Jain Francesco Smarra Enrico Reticcioli Alessandro D’Innocenzo Manfred Morari	1
+	How To Backdoor Federated Learning	2018	Eugene Bagdasaryan Andreas Veit Yiqing Hua Deborah Estrin Vitaly Shmatikov	1