Issa Khalil

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All published works

Action	Title	Year	Authors
+	PromSec: Prompt Optimization for Secure Generation of Functional Source Code with Large Language Models (LLMs)	2024	Mahmoud Nazzal Issa Khalil Abdallah Khreishah NhatHai Phan
+	Demo: SGCode: A Flexible Prompt-Optimizing System for Secure Generation of Code	2024	Khiem Ton Nhi Nguyen Mahmoud Nazzal Abdallah Khreishah Cristian Borcea NhatHai Phan Ruoming Jin Issa Khalil Yelong Shen
+ PDF Chat	Explainable AI-based Intrusion Detection System for Industry 5.0: An Overview of the Literature, associated Challenges, the existing Solutions, and Potential Research Directions	2024	Naseem Ahmad Khan Kashif Ahmad A. Tamimi Mohammed M. Alani Amine Bermak Issa Khalil
+ PDF Chat	A Large Scale Study and Classification of VirusTotal Reports on Phishing and Malware URLs	2024	Euijin Choo Mohamed Nabeel Doowon Kim Ravindu De Silva Ting Yu Issa Khalil
+ PDF Chat	A Large Scale Study and Classification of VirusTotal Reports on Phishing and Malware URLs	2024	Euijin Choo Mohamed Nabeel Doowon Kim Ravindu De Silva Ting Yu Issa Khalil
+	A Large Scale Study and Classification of VirusTotal Reports on Phishing and Malware URLs	2023	Euijin Choo Mohamed Nabeel Doowon Kim Ravindu De Silva Ting Yu Issa Khalil
+	FairDP: Certified Fairness with Differential Privacy	2023	Khang Tran Ferdinando Fioretto Issa Khalil My T. Thai NhatHai Phan
+	Multi-Instance Adversarial Attack on GNN-Based Malicious Domain Detection	2023	Mahmoud Nazzal Issa Khalil Abdallah Khreishah NhatHai Phan Ma Yao
+ PDF Chat	Heterogeneous Randomized Response for Differential Privacy in Graph Neural Networks	2022	Khang Tran Phung Lai NhatHai Phan Issa Khalil Yao Ma Abdallah Khreishah My T. Thai Xintao Wu
+ PDF Chat	An Adaptive Black-Box Defense Against Trojan Attacks (TrojDef)	2022	Guanxiong Liu Abdallah Khreishah Fatima Sharadgah Issa Khalil
+	How to Backdoor HyperNetwork in Personalized Federated Learning?	2022	Phung Lai NhatHai Phan Abdallah Khreishah Issa Khalil Xintao Wu
+	A Large Scale Study and Classification of VirusTotal Reports on Phishing and Malware URLs	2022	Euijin Choo Mohamed Nabeel Ravindu De Silva Ting Yu Issa Khalil
+	An Adaptive Black-box Defense against Trojan Attacks (TrojDef)	2022	Guanxiong Liu Abdallah Khreishah Fatima Sharadgah Issa Khalil
+	Ten Years after ImageNet: A 360° Perspective on AI	2022	Sanjay Chawla Preslav Nakov Ahmed Ali Wendy Hall Issa Khalil Xiaosong Ma Hüsrev Taha Sencar Ingmar Weber Michael Wooldridge Ting Yu
+	Heterogeneous Randomized Response for Differential Privacy in Graph Neural Networks	2022	Khang Tran Phung Lai NhatHai Phan Issa Khalil Yao Ma Abdallah Khreishah My T. Thai Xintao Wu
+	Exploration of Enterprise Server Data to Assess Ease of Modeling System Behavior	2022	Enes Altınışık Hüsrev Taha Sencar Mohamed Nabeel Issa Khalil Ting Yu
+ PDF Chat	A Synergetic Attack against Neural Network Classifiers combining Backdoor and Adversarial Examples	2021	Guanxiong Liu Issa Khalil Abdallah Khreishah NhatHai Phan
+ PDF Chat	Morshed: Guiding Behavioral Decision-Makers towards Better Security Investment in Interdependent Systems	2021	Mustafa Abdallah Daniel Woods Parinaz Naghizadeh Issa Khalil Timothy N. Cason Shreyas Sundaram Saurabh Bagchi
+ PDF Chat	Using Single-Step Adversarial Training to Defend Iterative Adversarial Examples	2021	Guanxiong Liu Issa Khalil Abdallah Khreishah
+	A Synergetic Attack against Neural Network Classifiers combining Backdoor and Adversarial Examples	2021	Guanxiong Liu Issa Khalil Abdallah Khreishah NhatHai Phan
+	Morshed: Guiding Behavioral Decision-Makers towards Better Security Investment in Interdependent Systems	2020	Mustafa Abdallah Daniel Woods Parinaz Naghizadeh Issa Khalil Timothy N. Cason Shreyas Sundaram Saurabh Bagchi
+	BASCPS: How does behavioral decision making impact the security of cyber-physical systems?	2020	Mustafa Abdallah Daniel Woods Parinaz Naghizadeh Issa Khalil Timothy N. Cason Shreyas Sundaram Saurabh Bagchi
+	Using Single-Step Adversarial Training to Defend Iterative Adversarial Examples	2020	Guanxiong Liu Issa Khalil Abdallah Khreishah
+	ManiGen: A Manifold Aided Black-box Generator of Adversarial Examples	2020	Guanxiong Liu Issa Khalil Abdallah Khreishah Abdulelah Algosaibi Adel Aldalbahi Mohammed Alaneem Abdulaziz Alhumam Mohammed Anan
+ 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
+	Time-Window Group-Correlation Support vs. Individual Features: A Detection of Abnormal Users	2020	Lun-Pin Yuan Euijin Choo Ting Yu Issa Khalil Sencun Zhu
+	Morshed: Guiding Behavioral Decision-Makers towards Better Security Investment in Interdependent Systems	2020	Mustafa Abdallah Daniel Woods Parinaz Naghizadeh Issa Khalil Timothy N. Cason Shreyas Sundaram Saurabh Bagchi
+	BASCPS: How does behavioral decision making impact the security of cyber-physical systems?	2020	Mustafa Abdallah Daniel Woods Parinaz Naghizadeh Issa Khalil Timothy N. Cason Shreyas Sundaram Saurabh Bagchi
+ PDF Chat	ZK-GanDef: A GAN Based Zero Knowledge Adversarial Training Defense for Neural Networks	2019	Guanxiong Liu Issa Khalil Abdallah Khreishah
+ PDF Chat	Using Intuition from Empirical Properties to Simplify Adversarial Training Defense	2019	Guanxiong Liu Issa Khalil Abdallah Khreishah
+	GanDef: A GAN based Adversarial Training Defense for Neural Network Classifier	2019	Guanxiong Liu Issa Khalil Abdallah Khreishah
+	ZK-GanDef: A GAN based Zero Knowledge Adversarial Training Defense for Neural Networks	2019	Guanxiong Liu Issa Khalil Abdallah Khreishah
+ PDF Chat	GanDef: A GAN Based Adversarial Training Defense for Neural Network Classifier	2019	Guanxiong Liu Issa Khalil Abdallah Khreishah
+	Using Intuition from Empirical Properties to Simplify Adversarial Training Defense	2019	Guanxiong Liu Issa Khalil Abdallah Khreishah
+	DeviceWatch: Identifying Compromised Mobile Devices through Network Traffic Analysis and Graph Inference	2019	Euijin Choo Mohamed Nabeel Mashael AlSabah Issa Khalil Ting Yu Wei Wang
+ PDF Chat	Unmanned Aerial Vehicles (UAVs): A Survey on Civil Applications and Key Research Challenges	2019	Hazim Shakhatreh Ahmad Sawalmeh Ala Al‐Fuqaha Zuochao Dou Eyad Almaita Issa Khalil Noor Shamsiah Othman Abdallah Khreishah Mohsen Guizani
+ PDF Chat	A Survey on Malicious Domains Detection through DNS Data Analysis	2018	Yury Zhauniarovich Issa Khalil Ting Yu Marc Daciér
+ PDF Chat	Indoor Mobile Coverage Problem Using UAVs	2018	Hazim Shakhatreh Abdallah Khreishah Issa Khalil
+ PDF Chat	Efficient 3D placement of a UAV using particle swarm optimization	2017	Hazim Shakhatreh Abdallah Khreishah Ayoub Alsarhan Issa Khalil Ahmad Sawalmeh Noor Shamsiah Othman
+	Killing Two Birds with One Stone: Malicious Domain Detection with High Accuracy and Coverage	2017	Issa Khalil Bei Guan Mohamed Nabeel Ting Yu
+ PDF Chat	On the continuous coverage problem for a swarm of UAVs	2016	Hazim Shakhatreh Abdallah Khreishah Jacob Chakareski Haythem Bany Salameh Issa Khalil
+ PDF Chat	Joint Link Scheduling and Brightness Control for Greening VLC-Based Indoor Access Networks	2016	Sihua Shao Abdallah Khreishah Issa Khalil
+	Joint Link Scheduling and Brightness Control for Greening VLC-based Indoor Access Networks	2015	Sihua Shao Abdallah Khreishah Issa Khalil
+ PDF Chat	Asymptotically-Optimal Incentive-Based En-Route Caching Scheme	2014	Ammar Gharaibeh Abdallah Khreishah Issa Khalil Jie Wu
+	Asymptotically-Optimal Incentive-Based En-Route Caching Scheme	2014	Ammar Gharaibeh Abdallah Khreishah Issa Khalil Jie Wu
+	Towards a client-side QoS monitoring and assessment using Generalized Pareto Distribution in a cloud-based environment	2013	Ammar Kamel Ala Al‐Fuqaha Dionysios Kountanis Issa Khalil

Common Coauthors

Coauthor	Papers Together
Abdallah Khreishah	28
Guanxiong Liu	14
NhatHai Phan	9
Mohamed Nabeel	7
Ting Yu	6
Euijin Choo	6
Timothy N. Cason	5
Saurabh Bagchi	5
Mustafa Abdallah	5
Parinaz Naghizadeh	5
Daniel Woods	5
Shreyas Sundaram	5
Hazim Shakhatreh	4
Ravindu De Silva	4
Khang Tran	3
My T. Thai	3
Doowon Kim	3
Phung Lai	3
Mahmoud Nazzal	3
Ahmad Sawalmeh	2
Ala Al‐Fuqaha	2
Fatima Sharadgah	2
Noor Shamsiah Othman	2
Abdulaziz Alhumam	2
Sihua Shao	2
Ammar Gharaibeh	2
Abdulelah Algosaibi	2
Adel Aldalbahi	2
Hüsrev Taha Sencar	2
Jie Wu	2
Ting Yu	2
Xintao Wu	2
Kashif Ahmad	1
Zuochao Dou	1
Mohsen Guizani	1
Sanjay Chawla	1
Bei Guan	1
Yury Zhauniarovich	1
Ruoming Jin	1
Haythem Bany Salameh	1
Mohammed M. Alani	1
Naseem Ahmad Khan	1
Michael Wooldridge	1
Ingmar Weber	1
Cristian Borcea	1
Eyad Almaita	1
Wendy Hall	1
Ahmed Ali	1
Dionysios Kountanis	1
Muhammad Anan	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Towards Evaluating the Robustness of Neural Networks	2017	Nicholas Carlini David Wagner	10
+ PDF Chat	Distillation as a Defense to Adversarial Perturbations Against Deep Neural Networks	2016	Nicolas Papernot Patrick McDaniel Xi Wu Somesh Jha Ananthram Swami	9
+	Adversarial Machine Learning at Scale	2016	Alexey Kurakin Ian Goodfellow Samy Bengio	9
+	Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples	2018	Anish Athalye Nicholas Carlini David Wagner	8
+	Towards Deep Learning Models Resistant to Adversarial Attacks.	2018	Aleksander Mądry Aleksandar Makelov Ludwig Schmidt Dimitris Tsipras Adrian Vladu	7
+	Adversarial Logit Pairing	2018	Harini Kannan Alexey Kurakin Ian Goodfellow	6
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	5
+	Striving for Simplicity: The All Convolutional Net	2014	Jost Tobias Springenberg Alexey Dosovitskiy Thomas Brox Martin Riedmiller	5
+	Ensemble Adversarial Training: Attacks and Defenses	2017	Florian Tramèr Alexey Kurakin Nicolas Papernot Ian Goodfellow Dan Boneh Patrick McDaniel	5
+	Technical Report on the CleverHans v2.1.0 Adversarial Examples Library	2016	Nicolas Papernot Fartash Faghri Nicholas Carlini Ian Goodfellow Reuben Feinman Alexey Kurakin Cihang Xie Yash Sharma T. B. Brown Aurko Roy	5
+	Explaining and Harnessing Adversarial Examples	2014	Ian Goodfellow Jonathon Shlens Christian Szegedy	5
+	Drone Small Cells in the Clouds: Design, Deployment and Performance Analysis	2015	Mohammad Mozaffari Walid Saad Mehdi Bennis Mérouane Debbah	4
+ PDF Chat	Detecting Adversarial Image Examples in Deep Neural Networks with Adaptive Noise Reduction	2018	Bin Liang Hongcheng Li Miaoqiang Su Xirong Li Wenchang Shi Xiaofeng Wang	4
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	4
+ PDF Chat	Optimal transport theory for power-efficient deployment of unmanned aerial vehicles	2016	Mohammad Mozaffari Walid Saad Mehdi Bennis Mérouane Debbah	4
+	Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models	2018	Pouya Samangouei Maya Kabkab Rama Chellappa	3
+ PDF Chat	Detection of Early-Stage Enterprise Infection by Mining Large-Scale Log Data	2015	Alina Oprea Zhou Li Ting-Fang Yen Sang Chin Sumayah Alrwais	3
+	Adversarial examples in the physical world	2016	Alexey Kurakin Ian Goodfellow Samy Bengio	3
+ PDF Chat	Drone Small Cells in the Clouds: Design, Deployment and Performance Analysis	2014	Mohammad Mozaffari Walid Saad Mehdi Bennis Mérouane Debbah	3
+	Feature Squeezing: Detecting Adversarial Examples in Deep Neural Networks	2018	Weilin Xu David Evans Yanjun Qi	3
+ PDF Chat	Providing wireless coverage to high-rise buildings using UAVs	2017	Hazim Shakhatreh Abdallah Khreishah Bo Ji	3
+	Efficient Deployment of Multiple Unmanned Aerial Vehicles for Optimal Wireless Coverage	2016	Mohammad Mozaffari Walid Saad Mehdi Bennis Mérouane Debbah	3
+	Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples	2018	Anish Athalye Nicholas Carlini David T. Wagner	3
+	Towards Deep Learning Models Resistant to Adversarial Attacks	2017	Aleksander Mądry Aleksandar Makelov Ludwig Schmidt Dimitris Tsipras Adrian Vladu	3
+	Manifold Mixup: Encouraging Meaningful On-Manifold Interpolation as a Regularizer.	2018	Vikas Verma Alex Lamb Christopher Beckham Aaron Courville Ioannis Mitliagkas Yoshua Bengio	3
+ PDF Chat	Interdependent Security Games on Networks Under Behavioral Probability Weighting	2016	Ashish R. Hota Shreyas Sundaram	3
+	MagNet: a Two-Pronged Defense against Adversarial Examples	2017	Dongyu Meng Hao Chen	3
+	Fortified Networks: Improving the Robustness of Deep Networks by Modeling the Manifold of Hidden Representations	2018	Alex Lamb Jonathan Binas Anirudh Goyal Dmitriy Serdyuk Sandeep Subramanian Ioannis Mitliagkas Yoshua Bengio	3
+ PDF Chat	ZK-GanDef: A GAN Based Zero Knowledge Adversarial Training Defense for Neural Networks	2019	Guanxiong Liu Issa Khalil Abdallah Khreishah	3
+ PDF Chat	On the continuous coverage problem for a swarm of UAVs	2016	Hazim Shakhatreh Abdallah Khreishah Jacob Chakareski Haythem Bany Salameh Issa Khalil	3
+	Controllable Invariance through Adversarial Feature Learning	2017	Qizhe Xie Zihang Dai Yulun Du Eduard Hovy Graham Neubig	3
+	Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models.	2018	Pouya Samangouei Maya Kabkab Rama Chellappa	3
+ PDF Chat	Efficient 3-D placement of an aerial base station in next generation cellular networks	2016	Remziye Bor-Yaliniz Amr El‐Keyi Halim Yanıkömeroğlu	3
+	Extending Defensive Distillation	2017	Nicolas Papernot Patrick McDaniel	3
+ PDF Chat	On the Number and 3D Placement of Drone Base Stations in Wireless Cellular Networks	2016	Elham Kalantari Halim Yanıkömeroğlu Abbas Yongaçoğlu	3
+	Practical Black-Box Attacks against Deep Learning Systems using Adversarial Examples.	2016	Nicolas Papernot Patrick McDaniel Ian Goodfellow Somesh Jha Z. Berkay Celik Ananthram Swami	2
+ PDF Chat	Wireless communications with unmanned aerial vehicles: opportunities and challenges	2016	Yong Zeng Rui Zhang Teng Joon Lim	2
+	Test, Learn, Adapt: Developing Public Policy with Randomised Controlled Trials	2012	Laura Haynes Owain Service Ben Goldacre D.F. Torgerson	2
+	Design of a visible-light-communication enhanced WiFi system	2015	Sihua Shao Abdallah Khreishah Moussa Ayyash Michael Rahaim Hany Elgala Volker Jungnickel Dominic Schulz Thomas D. C. Little	2
+	Wireless Communication Using Unmanned Aerial Vehicles (UAVs): Optimal Transport Theory for Hover Time Optimization	2017	Mohammad Mozaffari Walid Saad Mehdi Bennis Mérouane Debbah	2
+	MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems	2015	Tianqi Chen Mu Li Yutian Li Min Lin Naiyan Wang Minjie Wang Tianjun Xiao Bing Xu Chiyuan Zhang Zheng Zhang	2
+ PDF Chat	Prospect theory for enhanced cyber-physical security of drone delivery systems: A network interdiction game	2017	Anibal Sanjab Walid Saad Tamer Başar	2
+	DeepDGA: Adversarially-Tuned Domain Generation and Detection	2016	Hyrum S. Anderson Jonathan Woodbridge Bobby Filar	2
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	2
+	Improving the Generalization of Adversarial Training with Domain Adaptation	2018	Chuanbiao Song Kun He Liwei Wang John E. Hopcroft	2
+ PDF Chat	Maximizing indoor wireless coverage using UAVs equipped with directional antennas	2017	Hazim Shakhatreh Abdallah Khreishah Noor Shamsiah Othman Ahmad Sawalmeh	2
+	Introduction to linear optimization	1997	Dimitris Bertsimas John N. Tsitsiklis	2
+ PDF Chat	Model-Reuse Attacks on Deep Learning Systems	2018	Yujie Ji Xinyang Zhang Shouling Ji Xiapu Luo Ting Wang	2
+	Sample Complexity of Testing the Manifold Hypothesis	2010	Hariharan Narayanan Sanjoy K. Mitter	2
+ PDF Chat	Survey of Important Issues in UAV Communication Networks	2015	Lav Gupta Raj Jain Gabor Vaszkun	2