Incremental communication for multilayer neural networks. - Ali A. Ghorbani 001; Virendrakumar C. Bhavsar (IEEE Trans. Neural Networks, 1995)

Limited precision incremental communication: error analysis. - Ali A. Ghorbani 001; Virendrakumar C. Bhavsar (ICNN, 1996)

Incremental communication for multilayer neural networks: error analysis. - Ali A. Ghorbani 001; Virendra C. Bhavsar (IEEE Trans. Neural Networks, 1998)

Accelerated Backpropagation Learning: Extended Dynamic Parallel Tangent Optimization Algorithm. - Ali A. Ghorbani 001; Lila Bayat (AI, 2000)

Keyphrase-Based Information Sharing in the ACORN Multi-agent Architecture. - Hui Yu; Ali A. Ghorbani 001; Virendra C. Bhavsar; Stephen Marsh 001 (MATA, 2000)

The Bottom-Up Freezing: An Approach to Neural Engineering. - Ali Farzan; Ali A. Ghorbani 001 (AI, 2001)

Just-in-time information sharing architectures in multiagent systems. - Jonathan Carter 003; Ali A. Ghorbani 001; Stephen Marsh 001 (AAMAS, 2002)

Reputation Formalization for an Information-Sharing Multi-Agent System. - Jonathan Carter 003; Elijah Bitting; Ali A. Ghorbani 001 (Comput. Intell., 2002)

Architectural Components of Information-Sharing Societies. - Jonathan Carter 003; Ali A. Ghorbani 001; Stephen Marsh 001 (Comput. Intell., 2002)

An Unsupervised Clustering Algorithm for Intrusion Detection. - Yu Guan; Ali A. Ghorbani 001; Nabil Belacel (AI, 2003)

Accent Classification Using Support Vector Machine and Hidden Markov Model. - Hong Tang; Ali A. Ghorbani 001 (AI, 2003)

A Multiagent System for Optimizing Urban Traffic. - John France; Ali A. Ghorbani 001 (IAT, 2003)

Using Fuzzy System to Manage False Alarms in Intrusion Detection. - Mehdi Shajari; Ali A. Ghorbani 001 (SEC, 2003)

Value Centric Trust in Multiagent Systems. - Jonathan Carter 003; Ali A. Ghorbani 001 (Web Intelligence, 2003)

The ACORN multi-agent system. - Stephen Marsh 001; Ali A. Ghorbani 001; Virendra C. Bhavsar (Web Intell. Agent Syst., 2003)

The Reconstruction of the Interleaved Sessions from a Server Log. - John Zhong Lei; Ali A. Ghorbani 001 (Canadian AI, 2004)

Network Intrusion Detection Using an Improved Competitive Learning Neural Network. - John Zhong Lei; Ali A. Ghorbani 001 (CNSR, 2004)

Improving the Referrer-Based Web Log Session Reconstruction. - Mehran Nadjarbashi-Noghani; Ali A. Ghorbani 001 (CNSR, 2004)

Weighted PageRank Algorithm. - Wenpu Xing; Ali A. Ghorbani 001 (CNSR, 2004)

The Reconstruction of User Sessions from a Server Log Using Improved Time-Oriented Heuristics. - Jie Zhang 002; Ali A. Ghorbani 001 (CNSR, 2004)

Cooperative Multiagent Systems for the Optimization of Urban Traffic. - Elijah Bitting; Ali A. Ghorbani 001 (IAT, 2004)

Classifying cognitive states from fMRI data using neural networks. - Iosif-Viorel Onut; Ali A. Ghorbani 001 (IJCNN, 2004)

A novel visualization technique for network anomaly detection. - Iosif-Viorel Onut; Bin Zhu; Ali A. Ghorbani 001 (PST, 2004)

Application of Belief-Desire-Intention Agents in Intrusion Detection & Response. - Mehdi Shajari; Ali A. Ghorbani 001 (PST, 2004)

Familiarity and Trust: Measuring Familiarity with a Web Site. - Jie Zhang 002; Ali A. Ghorbani 001 (PST, 2004)

On the Evaluation of Adaptive Web Systems. - Hossein Sadat; Ali A. Ghorbani 001 (Workshop on Web-based Support Systems, 2004)

Introduction to Special Issue on Agent Technologies for Electronic Business. - Ali A. Ghorbani 001 (Comput. Intell., 2004)

Protecting e-commerce agents from defamation. - Elijah Bitting; Ali A. Ghorbani 001 (Electron. Commer. Res. Appl., 2004)

Towards a formalization of value-centric trust in agent societies. - Jonathan Carter 003; Ali A. Ghorbani 001 (Web Intell. Agent Syst., 2004)

SWAMI: Searching the Web Using Agents with Mobility and Intelligence. - Mark Kilfoil; Ali A. Ghorbani 001 (Canadian AI, 2005)

ARAS: Adaptive Recommender for Academic Scheduling. - Mark Kilfoil; Wenpu Xing; Ali A. Ghorbani 001 (CNSR, 2005)

PENS: A Personalized Electronic News System. - Mehran Nadjarbashi-Noghani; Jie Zhang 002; Hossein Sadat; Ali A. Ghorbani 001 (CNSR, 2005)

A Presentation Description Language for Adaptive Web Systems. - Hossein Sadat; Ali A. Ghorbani 001 (CNSR, 2005)

Using Web Services to Control Remote Instruments for Online Experiment Systems. - Yuhong Yan; Yong Liang 002; Xinge Du; Hamadou Saliah; Ali A. Ghorbani 001 (CSCWD (Selected papers), 2005)

Category-based Similarity Algorithm for Semantic Similarity in Multi-agent Information Sharing Systems. - Sepideh Miralaei; Ali A. Ghorbani 001 (IAT, 2005)

Value-Centric Trust Model with Improved Familiarity Measurement. - Jie Zhang 002; Ali A. Ghorbani 001 (IJCAI, 2005)

Agent-oriented Design for Network Survivability. - Mehdi Shajari; Ali A. Ghorbani 001 (ISDA, 2005)

SVision: A Network Host-Centered Anomaly Visualization Technique. - Iosif-Viorel Onut; Bin Zhu; Ali A. Ghorbani 001 (ISC, 2005)

Information Domain Modeling for Adaptive Web Systems. - Wenpu Xing; Ali A. Ghorbani 001 (Web Intelligence, 2005)

Research on Intrusion Detection and Response: A Survey. - Peyman Kabiri; Ali A. Ghorbani 001 (Int. J. Netw. Secur., 2005)

Incremental communication for adaptive resonance theory networks. - Ming Chen; Ali A. Ghorbani 001; Virendrakumar C. Bhavsar (IEEE Trans. Neural Networks, 2005)

CIFS: a Trust-Based Multilayer Information Filtering System for Multi-Agent Mobile Information Systems. - Eugenia Kondratova; Ali A. Ghorbani 001; Stephen Marsh 001 (CNSR, 2006)

Toward A Feature Classification Scheme For Network Intrusion Detection. - Iosif-Viorel Onut; Ali A. Ghorbani 001 (CNSR, 2006)

Behavior analysis through reputation propagation in a multi-context environment. - Ebrahim Bagheri; Ali A. Ghorbani 001 (PST, 2006)

Towards an MDA-oriented UML profile for critical infrastructure modeling. - Ebrahim Bagheri; Ali A. Ghorbani 001 (PST, 2006)

Trust-based contextual information filtering. - Eugenia Kondratova; Stephen Marsh 001; Ali A. Ghorbani 001 (PST, 2006)

Design and implementation of a behavioral difference analyzer for network intrusion detection. - Mehran Nadjarbashi-Noghani; Ali A. Ghorbani 001 (PST, 2006)

Alert correlation survey: framework and techniques. - Reza Sadoddin; Ali A. Ghorbani 001 (PST, 2006)

An improved familiarity measurement for formalization of trust in e-commerce based multiagent systems. - Jie Zhang 002; Ali A. Ghorbani 001; Robin Cohen (PST, 2006)

A Phrase Recommendation Algorithm Based on Query Stream Mining in Web Search Engines. - M. Barouni-Ebrahimi; Ali A. Ghorbani 001 (WAW, 2006)

Alert Correlation for Extracting Attack Strategies. - Bin Zhu; Ali A. Ghorbani 001 (Int. J. Netw. Secur., 2006)

Putting labs online with Web services. - Yuhong Yan; Yong Liang 002; Xinge Du; Hamadou Saliah-Hassane; Ali A. Ghorbani 001 (IT Prof., 2006)

Risk Analysis in Critical Infrastructure Systems based on the Astrolabe Methodology. - Ebrahim Bagheri; Ali A. Ghorbani 001 (CNSR, 2007)

ConnectA! : An Intelligent Search Engine based on Authors' Connectivity. - Hamidreza Baghi 001; Mohammadreza Barouni-Ebrahimi; Ali A. Ghorbani 001; Reza Zafarani (CNSR, 2007)

A Novel Approach for Frequent Phrase Mining in Web Search Engine Query Streams. - M. Barouni-Ebrahimi; Ali A. Ghorbani 001 (CNSR, 2007)

Comparative Study of Supervised Machine Learning Techniques for Intrusion Detection. - Farnaz Gharibian; Ali A. Ghorbani 001 (CNSR, 2007)

GUMSAWS: A Generic User Modeling Server for Adaptive Web Systems. - Jie Zhang 002; Ali A. Ghorbani 001 (CNSR, 2007)

Exploiting Trust and Suspicion for Real-time Attack Recognition in Recommender Applications. - Ebrahim Bagheri; Ali A. Ghorbani 001 (IFIPTM, 2007)

Features vs. Attacks: A Comprehensive Feature Selection Model for Network Based Intrusion Detection Systems. - Iosif-Viorel Onut; Ali A. Ghorbani 001 (ISC, 2007)

A Comparative Study of Unsupervised Machine Learning and Data Mining Techniques for Intrusion Detection. - Reza Sadoddin; Ali A. Ghorbani 001 (MLDM, 2007)

A framework for distributed collaborative conceptual model development. - Ebrahim Bagheri; Ali A. Ghorbani 001 (OOPSLA Companion, 2007)

On the Collaborative Development of Para-Consistent Conceptual Models. - Ebrahim Bagheri; Ali A. Ghorbani 001 (QSIC, 2007)

On Query Completion in Web Search Engines Based on Query Stream Mining. - M. Barouni-Ebrahimi; Ali A. Ghorbani 001 (Web Intelligence, 2007)

A Fuzzy Markov Model Approach for Predicting User Navigation. - Ali A. Ghorbani 001; Xiaowen Xu (Web Intelligence, 2007)

SVision: A novel visual network-anomaly identification technique. - Iosif-Viorel Onut; Ali A. Ghorbani 001 (Comput. Secur., 2007)

An agent-based service-oriented simulation suite for critical infrastructure behaviour analysis. - Ebrahim Bagheri; Hamidreza Baghi 001; Ali A. Ghorbani 001; Alireza Yari (Int. J. Bus. Process. Integr. Manag., 2007)

A familiarity-based trust model for effective selection of sellers in multiagent e-commerce systems. - Jie Zhang 002; Ali A. Ghorbani 001; Robin Cohen (Int. J. Inf. Sec., 2007)

A Rule-based Temporal Alert Correlation System. - Peyman Kabiri; Ali A. Ghorbani 001 (Int. J. Netw. Secur., 2007)

A Feature Classification Scheme For Network Intrusion Detection. - Iosif-Viorel Onut; Ali A. Ghorbani 001 (Int. J. Netw. Secur., 2007)

A Behavioral Model of Ideologically-motivated "Snowball" Attacks. - Natalia Stakhanova; Oleg Stakhanov; Ali A. Ghorbani 001 (ARES, 2008)

Real-time Alert Correlation Using Stream Data Mining Techniques. - Reza Sadoddin; Ali A. Ghorbani 001 (AAAI, 2008)

A Belief-Theoretic Reputation Estimation Model for Multi-context Communities. - Ebrahim Bagheri; M. Barouni-Ebrahimi; Reza Zafarani; Ali A. Ghorbani 001 (Canadian AI, 2008)

A Frequency Mining-Based Algorithm for Re-ranking Web Search Engine Retrievals. - M. Barouni-Ebrahimi; Ebrahim Bagheri; Ali A. Ghorbani 001 (Canadian AI, 2008)

A Novel Approach for Social Behavior Analysis of the Blogosphere. - Reza Zafarani; Mohammad-Amin Jashki; Hamidreza Baghi 001; Ali A. Ghorbani 001 (Canadian AI, 2008)

Experiences on the Belief-Theoretic Integration of Para-consistent Conceptual Models. - Ebrahim Bagheri; Ali A. Ghorbani 001 (Australian Software Engineering Conference, 2008)

Detecting Network Anomalies Using Different Wavelet Basis Functions. - Wei Lu 018; Mahbod Tavallaee; Ali A. Ghorbani 001 (CNSR, 2008)

Critical Episode Mining in Intrusion Detection Alerts. - Mahboobeh Soleimani; Ali A. Ghorbani 001 (CNSR, 2008)

A Novel Covariance Matrix Based Approach for Detecting Network Anomalies. - Mahbod Tavallaee; Wei Lu 018; Shah Arif Iqbal; Ali A. Ghorbani 001 (CNSR, 2008)

Automating Architecture Trade-Off Decision Making through a Complex Multi-attribute Decision Process. - Majid Makki; Ebrahim Bagheri; Ali A. Ghorbani 001 (ECSA, 2008)

Botnets Detection Based on IRC-Community. - Wei Lu 018; Ali A. Ghorbani 001 (GLOBECOM, 2008)

Towards a Belief-Theoretic Model for Collaborative Conceptual Model Development. - Ebrahim Bagheri; Ali A. Ghorbani 001 (HICSS, 2008)

A Comprehensive Fuzzy Logic Model for Feature Performance Assessment against Network Attacks. - Iosif-Viorel Onut; Ali A. Ghorbani 001 (HICSS, 2008)

Oracle Clustering: Dynamic Partitioning Based on Random Observations. - Reza Zafarani; Ali A. Ghorbani 001 (ICTAI (2), 2008)

An Empirical Analysis on the Stability of Clustering Algorithms. - Reza Zafarani; Majid Makki; Ali A. Ghorbani 001 (ICTAI (2), 2008)

On the Definition of Essential and Contingent Properties of Subjective Belief Bases. - Ebrahim Bagheri; Ali A. Ghorbani 001 (MICAI, 2008)

Bots Behaviors vs. Human Behaviors on Large-Scale Communication Networks (Extended Abstract). - Wei Lu 018; Ali A. Ghorbani 001 (RAID, 2008)

An Interactive Search Assistant Architecture Based on Intrinsic Query Stream Characteristics. - M. Barouni-Ebrahimi; Ali A. Ghorbani 001 (Comput. Intell., 2008)

The state of the art in critical infrastructure protection: a framework for convergence. - Ali A. Ghorbani 001; Ebrahim Bagheri (Int. J. Crit. Infrastructures, 2008)

Approximate autoregressive modeling for network attack detection. - Harshit Nayyar; Ali A. Ghorbani 001 (J. Comput. Secur., 2008)

Guest Editors' Introduction. - George O. M. Yee; Ali A. Ghorbani 001; Patrick C. K. Hung (J. Comput. Secur., 2008)

A language for high-level description of adaptive web systems. - S. Hossein Sadat-Mohtasham; Ali A. Ghorbani 001 (J. Syst. Softw., 2008)

An Iterative Hybrid Filter-Wrapper Approach to Feature Selection for Document Clustering. - Mohammad-Amin Jashki; Majid Makki; Ebrahim Bagheri; Ali A. Ghorbani 001 (Canadian AI, 2009)

Automatic discovery of botnet communities on large-scale communication networks. - Wei Lu 018; Mahbod Tavallaee; Ali A. Ghorbani 001 (AsiaCCS, 2009)

A detailed analysis of the KDD CUP 99 data set. - Mahbod Tavallaee; Ebrahim Bagheri; Wei Lu 018; Ali A. Ghorbani 001 (CISDA, 2009)

BotCop: An Online Botnet Traffic Classifier. - Wei Lu 018; Mahbod Tavallaee; Goaletsa Rammidi; Ali A. Ghorbani 001 (CNSR, 2009)

Online Classification of Network Flows. - Mahbod Tavallaee; Wei Lu 018; Ali A. Ghorbani 001 (CNSR, 2009)

Hybrid Traffic Classification Approach Based on Decision Tree. - Wei Lu 018; Mahbod Tavallaee; Ali A. Ghorbani 001 (GLOBECOM, 2009)

An incremental frequent structure mining framework for real-time alert correlation. - Reza Sadoddin; Ali A. Ghorbani 001 (Comput. Secur., 2009)

Network Anomaly Detection Based on Wavelet Analysis. - Wei Lu 018; Ali A. Ghorbani 001 (EURASIP J. Adv. Signal Process., 2009)

SWAMI: A Multiagent, Active Representation of a User's Browsing Interests. - Mark Kilfoil; Ali A. Ghorbani 001 (Int. J. Inf. Technol. Web Eng., 2009)

A belief-theoretic framework for the collaborative development and integration of para-consistent conceptual models. - Ebrahim Bagheri; Ali A. Ghorbani 001 (J. Syst. Softw., 2009)

Astrolabe: A Collaborative Multiperspective Goal-Oriented Risk Analysis Methodology. - Ebrahim Bagheri; Ali A. Ghorbani 001 (IEEE Trans. Syst. Man Cybern. Part A, 2009)

Automatic Discovery of Network Applications: A Hybrid Approach. - Mahbod Tavallaee; Wei Lu 018; Ebrahim Bagheri; Ali A. Ghorbani 001 (Canadian AI, 2010)

An Online Adaptive Approach to Alert Correlation. - Hanli Ren; Natalia Stakhanova; Ali A. Ghorbani 001 (DIMVA, 2010)

Managing intrusion detection rule sets. - Natalia Stakhanova; Ali A. Ghorbani 001 (EUROSEC, 2010)

Y-Means: An Autonomous Clustering Algorithm. - Ali A. Ghorbani 001; Iosif-Viorel Onut (HAIS (1), 2010)

IDS Alert Visualization and Monitoring through Heuristic Host Selection. - Hadi Shiravi; Ali Shiravi; Ali A. Ghorbani 001 (ICICS, 2010)

Selective Regular Expression Matching. - Natalia Stakhanova; Hanli Ren; Ali A. Ghorbani 001 (ISC, 2010)

An exploratory classification of applications in the realm of collaborative modeling and design. - Ebrahim Bagheri; Ali A. Ghorbani 001 (Inf. Syst. E Bus. Manag., 2010)

UML-CI: A reference model for profiling critical infrastructure systems. - Ebrahim Bagheri; Ali A. Ghorbani 001 (Inf. Syst. Frontiers, 2010)

The analysis and management of non-canonical requirement specifications through a belief integration game. - Ebrahim Bagheri; Ali A. Ghorbani 001 (Knowl. Inf. Syst., 2010)

A Model for the Integration of Prioritized Knowledge Bases Through Subjective Belief Games. - Ebrahim Bagheri; Ali A. Ghorbani 001 (IEEE Trans. Syst. Man Cybern. Part A, 2010)

Toward Credible Evaluation of Anomaly-Based Intrusion-Detection Methods. - Mahbod Tavallaee; Natalia Stakhanova; Ali A. Ghorbani 001 (IEEE Trans. Syst. Man Cybern. Part C, 2010)

Network Intrusion Detection and Prevention - Concepts and Techniques - Ali A. Ghorbani 001; Wei Lu 018; Mahbod Tavallaee (Springer, 2010)

People's Opinion, People's Nexus, People's Security and Computational Intelligence: The Evolution Continues. - Ali A. Ghorbani 001 (Brain Informatics, 2011)

A statistical approach to botnet virulence estimation. - Julian L. Rrushi; Ehsan Mokhtari; Ali A. Ghorbani 001 (AsiaCCS, 2011)

VisVerND: Visual Verification of Network Traffic Dataset. - John Felix Charles Joseph; Ali A. Ghorbani 001 (CNSR, 2011)

Situational Assessment of Intrusion Alerts: A Multi Attack Scenario Evaluation. - Hadi Shiravi; Ali Shiravi; Ali A. Ghorbani 001 (ICICS, 2011)

Exploring network-based malware classification. - Natalia Stakhanova; Mathieu Couture; Ali A. Ghorbani 001 (MALWARE, 2011)

Detecting P2P botnets through network behavior analysis and machine learning. - Sherif Saad; Issa Traoré; Ali A. Ghorbani 001; Bassam Sayed; David Zhao; Wei Lu 018; John Felix; Payman Hakimian (PST, 2011)

Clustering botnet communication traffic based on n-gram feature selection. - Wei Lu 018; Goaletsa Rammidi; Ali A. Ghorbani 001 (Comput. Commun., 2011)

Estimating botnet virulence within mathematical models of botnet propagation dynamics. - Julian L. Rrushi; Ehsan Mokhtari; Ali A. Ghorbani 001 (Comput. Secur., 2011)

Group Behavior Metrics for P2P Botnet Detection. - John Felix Charles Joseph; Ali A. Ghorbani 001 (ICICS, 2012)

A New Framework for Publishing and Sharing Network and Security Datasets. - Mohammed S. Gadelrab; Ali A. Ghorbani 001 (SC Companion, 2012)

Peer to Peer Botnet Detection Based on Flow Intervals. - David Zhao; Issa Traoré; Ali A. Ghorbani 001; Bassam Sayed; Sherif Saad; Wei Lu 018 (SEC, 2012)

Sentiment Analysis of Social Issues. - Mostafa Karamibekr; Ali A. Ghorbani 001 (SocialInformatics, 2012)

Verb Oriented Sentiment Classification. - Mostafa Karamibekr; Ali A. Ghorbani 001 (Web Intelligence, 2012)

Multi-layer episode filtering for the multi-step attack detection. - Mahboobeh Soleimani; Ali A. Ghorbani 001 (Comput. Commun., 2012)

Toward developing a systematic approach to generate benchmark datasets for intrusion detection. - Ali Shiravi; Hadi Shiravi; Mahbod Tavallaee; Ali A. Ghorbani 001 (Comput. Secur., 2012)

Alert correlation using artificial immune recognition system. - Mehdi Bateni; Ahmad Baraani 001; Ali A. Ghorbani 001 (Int. J. Bio Inspired Comput., 2012)

Improved competitive learning neural networks for network intrusion and fraud detection. - John Zhong Lei; Ali A. Ghorbani 001 (Neurocomputing, 2012)

A Survey of Visualization Systems for Network Security. - Hadi Shiravi; Ali Shiravi; Ali A. Ghorbani 001 (IEEE Trans. Vis. Comput. Graph., 2012)

Classifying Organizational Roles Using Email Social Networks. - Abtin Zohrabi Aliabadi; Fatemeh Razzaghi; Seyed Pooria Madani Kochak; Ali A. Ghorbani 001 (Canadian AI, 2013)

Lexical-Syntactical Patterns for Subjectivity Analysis of Social Issues. - Mostafa Karamibekr; Ali A. Ghorbani 001 (AMT, 2013)

Automated malware classification based on network behavior. - Saeed Nari; Ali A. Ghorbani 001 (ICNC, 2013)

A Structure for Opinion in Social Domains. - Mostafa Karamibekr; Ali A. Ghorbani 001 (SocialCom, 2013)

Sentence Subjectivity Analysis in Social Domains. - Mostafa Karamibekr; Ali A. Ghorbani 001 (Web Intelligence, 2013)

Botnet detection based on traffic behavior analysis and flow intervals. - David Zhao; Issa Traoré; Bassam Sayed; Wei Lu 018; Sherif Saad; Ali A. Ghorbani 001; Daniel Garant (Comput. Secur., 2013)

Using Artificial Immune System and Fuzzy Logic for Alert Correlation. - Mehdi Bateni; Ahmad Baraani 001; Ali A. Ghorbani 001 (Int. J. Netw. Secur., 2013)

Towards effective feature selection in machine learning-based botnet detection approaches. - Elaheh Biglar Beigi Samani; Hossein Hadian Jazi; Natalia Stakhanova; Ali A. Ghorbani 001 (CNS, 2014)

DroidKin: Lightweight Detection of Android Apps Similarity. - Hugo Gonzalez; Natalia Stakhanova; Ali A. Ghorbani 001 (SecureComm (1), 2014)

Characterizing Evaluation Practicesof Intrusion Detection Methodsfor Smartphones. - Abdullah J. Alzahrani; Nataliav Stakhanoa; Hugo Gonzalez; Ali A. Ghorbani 001 (J. Cyber Secur. Mobil., 2014)

A mathematical exploitation of simulated uniform scanning botnet propagation dynamics for early stage detection and management. - Julian L. Rrushi; Ali A. Ghorbani 001 (J. Comput. Virol. Hacking Tech., 2014)

A Performance Evaluation of Hash Functions for IP Reputation Lookup Using Bloom Filters. - Marc Antoine Gosselin-Lavigne; Hugo Gonzalez; Natalia Stakhanova; Ali A. Ghorbani 001 (ARES, 2015)

Exploring reverse engineering symptoms in Android apps. - Hugo Gonzalez; Andi A. Kadir; Natalia Stakhanova; Abdullah J. Alzahrani; Ali A. Ghorbani 001 (EUROSEC, 2015)

An Entropy Based Encrypted Traffic Classifier. - Mohammad Saiful Islam Mamun; Ali A. Ghorbani 001; Natalia Stakhanova (ICICS, 2015)

Android Botnets: What URLs are Telling Us. - Andi Fitriah Abdul Kadir; Natalia Stakhanova; Ali Akbar Ghorbani (NSS, 2015)

Real-time signature-based detection approach for SMS botnet. - Abdullah J. Alzahrani; Ali A. Ghorbani 001 (PST, 2015)

Semantic Annotation of Quantitative Textual Content. - Mehrnaz Ghashghaei; John Cuzzola; Ebrahim Bagheri; Ali A. Ghorbani 001 (LD4IE@ISWC, 2015)

Application-layer denial of service attacks: taxonomy and survey. - Georgios Mantas; Natalia Stakhanova; Hugo Gonzalez; Hossein Hadian Jazi; Ali A. Ghorbani 001 (Int. J. Inf. Comput. Secur., 2015)

Characterization of Encrypted and VPN Traffic using Time-related Features. - Gerard Draper-Gil; Arash Habibi Lashkari; Mohammad Saiful Islam Mamun; Ali A. Ghorbani 001 (ICISSP, 2016)

SMS-Based Mobile Botnet Detection Module. - Abdullah J. Alzahrani; Ali A. Ghorbani 001 (ICITCS, 2016)

Towards Android malware detection using intelligent agents. - Abdullah J. Alzahrani; Ali A. Ghorbani 001 (ISAMSR, 2016)

Detecting Malicious URLs Using Lexical Analysis. - Mohammad Saiful Islam Mamun; Mohammad Ahmad Rathore; Arash Habibi Lashkari; Natalia Stakhanova; Ali A. Ghorbani 001 (NSS, 2016)

Measuring code reuse in Android apps. - Hugo Gonzalez; Natalia Stakhanova; Ali A. Ghorbani 001 (PST, 2016)

Dynamic graph-based malware classifier. - Hossein Hadian Jazi; Ali A. Ghorbani 001 (PST, 2016)

Context Free Frequently Asked Questions Detection Using Machine Learning Techniques. - Fatemeh Razzaghi; Hamed Minaee; Ali A. Ghorbani 001 (WI, 2016)

A network based document management model to prevent data extrusion. - Kamran Morovati; Sanjay Kadam; Ali A. Ghorbani 001 (Comput. Secur., 2016)

Semantic Disambiguation and Linking of Quantitative Mentions in Textual Content. - Mehrnaz Ghashghaei; Ebrahim Bagheri; John Cuzzola; Ali A. Ghorbani 001; Zeinab Noorian (Int. J. Semantic Comput., 2016)

SMS-Based Mobile Botnet Detection Framework Using Intelligent Agents. - Abdullah J. Alzahrani; Ali A. Ghorbani 001 (J. Cyber Secur. Mobil., 2016)

EfficientPMM: Finite Automata Based Efficient Pattern Matching Machine. - Ramanpreet Singh; Ali A. Ghorbani 001 (ICCS, 2017)

A Survey Leading to a New Evaluation Framework for Network-based Botnet Detection. - Arash Habibi Lashkari; Gerard Draper-Gil; Jonathan Edward Keenan; Kenneth Fon Mbah; Ali A. Ghorbani 001 (ICCNS, 2017)

CIC-AB: Online ad blocker for browsers. - Arash Habibi Lashkari; Amy Seo; Gerard Drapper Gil; Ali A. Ghorbani 001 (ICCST, 2017)

BotViz: A memory forensic-based botnet detection and visualization approach. - Iman Sharafaldin; Amirhossein Gharib; Arash Habibi Lashkari; Ali A. Ghorbani 001 (ICCST, 2017)

Characterization of Tor Traffic using Time based Features. - Arash Habibi Lashkari; Gerard Draper-Gil; Mohammad Saiful Islam Mamun; Ali A. Ghorbani 001 (ICISSP, 2017)

DNA-Droid: A Real-Time Android Ransomware Detection Framework. - Amirhossein Gharib; Ali A. Ghorbani 001 (NSS, 2017)

Towards a Network-Based Framework for Android Malware Detection and Characterization. - Arash Habibi Lashkari; Andi Fitriah Abdul Kadir; Hugo Gonzalez; Kenneth Fon Mbah; Ali A. Ghorbani 001 (PST, 2017)

A Lightweight Online Advertising Classification System using Lexical-based Features. - Xichen Zhang; Arash Habibi Lashkari; Ali A. Ghorbani 001 (SECRYPT, 2017)

A Lightweight Privacy-Preserving Data Aggregation Scheme for Fog Computing-Enhanced IoT. - Rongxing Lu; Kevin Heung; Arash Habibi Lashkari; Ali A. Ghorbani 001 (IEEE Access, 2017)

Detecting HTTP-based application layer DoS attacks on web servers in the presence of sampling. - Hossein Hadian Jazi; Hugo Gonzalez; Natalia Stakhanova; Ali A. Ghorbani 001 (Comput. Networks, 2017)

Efficient indexing for semantic search. - Fatemeh Lashkari; Faezeh Ensan; Ebrahim Bagheri; Ali A. Ghorbani 001 (Expert Syst. Appl., 2017)

Authorship Attribution of Android Apps. - Hugo Gonzalez; Natalia Stakhanova; Ali A. Ghorbani 001 (CODASPY, 2018)

PAMA: A Proactive Approach to Mitigate False Data Injection Attacks in Smart Grids. - Beibei Li 002; Rongxing Lu; Gaoxi Xiao; Zhou Su; Ali A. Ghorbani 001 (GLOBECOM, 2018)

The Next Generation of Robust Linux Memory Acquisition Technique via Sequential Memory Dumps at Designated Time Intervals. - Saeed Shafiee Hasanabadi; Arash Habibi Lashkari; Ali A. Ghorbani 001 (ICCST, 2018)

Toward Developing a Systematic Approach to Generate Benchmark Android Malware Datasets and Classification. - Arash Habibi Lashkari; Andi Fitriah Abdul Kadir; Laya Taheri; Ali A. Ghorbani 001 (ICCST, 2018)

Toward Generating a New Intrusion Detection Dataset and Intrusion Traffic Characterization. - Iman Sharafaldin; Arash Habibi Lashkari; Ali A. Ghorbani 001 (ICISSP, 2018)

A Detailed Analysis of the CICIDS2017 Data Set. - Iman Sharafaldin; Arash Habibi Lashkari; Ali A. Ghorbani 001 (ICISSP (Revised Selected Papers), 2018)

EagleEye: A Novel Visual Anomaly Detection Method. - Iman Sharafaldin; Ali A. Ghorbani 001 (PST, 2018)

A Privacy-Preserving Online Medical Prediagnosis Scheme for Cloud Environment. - Wei Guo 012; Jun Shao 001; Rongxing Lu; Yi-Ning Liu 002; Ali A. Ghorbani 001 (IEEE Access, 2018)

SupAUTH: A new approach to supply chain authentication for the IoT. - Mohammad Saiful Islam Mamun; Ali A. Ghorbani 001; Atsuko Miyaji; Uyen Trang Nguyen (Comput. Intell., 2018)

OTP-IoT: An ownership transfer protocol for the Internet of Things. - Mohammad Saiful Islam Mamun; Chunhua Su; Anjia Yang; Atsuko Miyaji; Ali A. Ghorbani 001 (J. Inf. Secur. Appl., 2018)

Understanding Android Financial MalwareAttacks: Taxonomy, Characterization, and Challenges. - Andi Fitriah Abdul Kadir; Natalia Stakhanova; Ali A. Ghorbani 001 (J. Cyber Secur. Mobil., 2018)

On the causal relation between users' real-world activities and their affective processes. - Seyed Amin Mirlohi Falavarjani; Ebrahim Bagheri; Ssu Yu Zoe Chou; Jelena Jovanovic 001; Ali A. Ghorbani 001 (ASONAM, 2019)

Scalable Privacy-Preserving Query Processing over Ethereum Blockchain. - Shlomi Linoy; Hassan Mahdikhani; Suprio Ray; Rongxing Lu; Natalia Stakhanova; Ali A. Ghorbani 001 (Blockchain, 2019)

Developing Realistic Distributed Denial of Service (DDoS) Attack Dataset and Taxonomy. - Iman Sharafaldin; Arash Habibi Lashkari; Saqib Hakak; Ali A. Ghorbani 001 (ICCST, 2019)

Generating Phishing Emails Using Graph Database. - Nasim Maleki; Ali A. Ghorbani 001 (ISPEC, 2019)

Competitive Selfish Mining. - Hamid Azimy; Ali A. Ghorbani 001 (PST, 2019)

EVChain: A Blockchain-based Credit Sharing in Electric Vehicles Charging. - Mahdi Daghmehchi Firoozjaei; Ali A. Ghorbani 001; Hyoungshick Kim; Jaeseung Song (PST, 2019)

A New Multisignature Scheme with Public Key Aggregation for Blockchain. - Duc-Phong Le; Guomin Yang; Ali A. Ghorbani 001 (PST, 2019)

Achieve Secure and Efficient Skyline Computation for Worker Selection in Mobile Crowdsensing. - Xichen Zhang; Rongxing Lu; Jun Shao 001; Hui Zhu 001; Ali A. Ghorbani 001 (WCSP, 2019)

Achieving Privacy-Preserving Subset Aggregation in Fog-Enhanced IoT. - Hassan Mahdikhani; Samaneh Mahdavifar; Rongxing Lu; Hui Zhu 001; Ali A. Ghorbani 001 (IEEE Access, 2019)

An evaluation framework for network security visualizations. - Iman Sharafaldin; Arash Habibi Lashkari; Ali A. Ghorbani 001 (Comput. Secur., 2019)

DDH-based Multisignatures with Public Key Aggregation. - Duc-Phong Le; Guomin Yang; Ali A. Ghorbani 001 (IACR Cryptol. ePrint Arch., 2019)

Towards insider threats detection in smart grid communication systems. - Beibei Li 002; Rongxing Lu; Gaoxi Xiao; Haiyong Bao; Ali A. Ghorbani 001 (IET Commun., 2019)

Application of deep learning to cybersecurity: A survey. - Samaneh Mahdavifar; Ali A. Ghorbani 001 (Neurocomputing, 2019)

The reflection of offline activities on users' online social behavior: An observational study. - Seyed Amin Mirlohi Falavarjani; Fattane Zarrinkalam; Jelena Jovanovic 001; Ebrahim Bagheri; Ali A. Ghorbani 001 (Inf. Process. Manag., 2019)

Neural embedding-based indices for semantic search. - Fatemeh Lashkari; Ebrahim Bagheri; Ali A. Ghorbani 001 (Inf. Process. Manag., 2019)

A Survey on User Profiling Model forAnomaly Detection in Cyberspace. - Arash Habibi Lashkari; Min Chen; Ali A. Ghorbani 001 (J. Cyber Secur. Mobil., 2019)

Financial Fraud Detection using Deep Support Vector Data Description. - Masoud Erfani; Farzaneh Shoeleh; Ali A. Ghorbani 001 (IEEE BigData, 2020)

Dynamic Android Malware Category Classification using Semi-Supervised Deep Learning. - Samaneh Mahdavifar; Andi Fitriah Abdul Kadir; Rasool Fatemi; Dima Alhadidi; Ali A. Ghorbani 001 (DASC/PiCom/CBDCom/CyberSciTech, 2020)

Feature Extraction Approach to Unearth Domain Generating Algorithms (DGAs). - Shubhangi Upadhyay; Ali A. Ghorbani 001 (DASC/PiCom/CBDCom/CyberSciTech, 2020)

Ensemble of Hierarchical Temporal Memory for Anomaly Detection. - Farzaneh Shoeleh; Masoud Erfani; Duc-Phong Le; Ali A. Ghorbani 001 (DSAA, 2020)

On The Generation of Unrestricted Adversarial Examples. - Mehrgan Khoshpasand; Ali A. Ghorbani 001 (DSN Workshops, 2020)

Achieving Efficient and Privacy-Preserving Range Query in Fog-enhanced IoT with Bloom Filter. - Hassan Mahdikhani; Rongxing Lu; Yandong Zheng; Ali A. Ghorbani 001 (ICC, 2020)

Memory-Efficient Random Order Exponentiation Algorithm. - Duc-Phong Le; Ali A. Ghorbani 001 (IEEE Access, 2020)

A game-theoretic defensive approach for forensic investigators against rootkits. - Saeed Shafiee Hasanabadi; Arash Habibi Lashkari; Ali A. Ghorbani 001 (Digit. Investig., 2020)

A survey and research challenges of anti-forensics: Evaluation of game-theoretic models in simulation of forensic agents' behaviour. - Saeed Shafiee Hasanabadi; Arash Habibi Lashkari; Ali A. Ghorbani 001 (Digit. Investig., 2020)

Achieving O(log³n) Communication-Efficient Privacy-Preserving Range Query in Fog-Based IoT. - Hassan Mahdikhani; Rongxing Lu; Yandong Zheng; Jun Shao 001; Ali A. Ghorbani 001 (IEEE Internet Things J., 2020)

Secure and Efficient Probabilistic Skyline Computation for Worker Selection in MCS. - Xichen Zhang; Rongxing Lu; Jun Shao 001; Hui Zhu 001; Ali A. Ghorbani 001 (IEEE Internet Things J., 2020)

An overview of online fake news: Characterization, detection, and discussion. - Xichen Zhang; Ali A. Ghorbani 001 (Inf. Process. Manag., 2020)

DeNNeS: deep embedded neural network expert system for detecting cyber attacks. - Samaneh Mahdavifar; Ali A. Ghorbani 001 (Neural Comput. Appl., 2020)

An evaluation framework for privacy-preserving solutions applicable for blockchain-based internet-of-things platforms. - Mahdi Daghmehchi Firoozjaei; Rongxing Lu; Ali A. Ghorbani 001 (Secur. Priv., 2020)

Hy-Bridge: A Hybrid Blockchain for Privacy-Preserving and Trustful Energy Transactions in Internet-of-Things Platforms. - Mahdi Daghmehchi Firoozjaei; Ali A. Ghorbani 001; Hyoungshick Kim; JaeSeung Song (Sensors, 2020)

Verification Based Scheme to Restrict IoT Attacks. - Barjinder Kaur; Sajjad Dadkhah; Pulei Xiong; Shahrear Iqbal; Suprio Ray; Ali A. Ghorbani 001 (BDCAT, 2021)

A feature exploration approach for IoT attack type classification. - Masoud Erfani; Farzaneh Shoeleh; Sajjad Dadkhah; Barjinder Kaur; Pulei Xiong; Shahrear Iqbal; Suprio Ray; Ali A. Ghorbani 001 (DASC/PiCom/CBDCom/CyberSciTech, 2021)

Robust Black-box Watermarking for Deep Neural Network using Inverse Document Frequency. - Mohammad Mehdi Yadollahi; Farzaneh Shoeleh; Sajjad Dadkhah; Ali A. Ghorbani 001 (DASC/PiCom/CBDCom/CyberSciTech, 2021)

Spatio-Temporal Similarity based Privacy-Preserving Worker Selection in Mobile Crowdsensing. - Xichen Zhang; Rongxing Lu; Suprio Ray; Jun Shao 001; Ali A. Ghorbani 001 (GLOBECOM, 2021)

Behavioural Monitoring and Security Profiling in the Internet of Things (IoT). - Miraqa Safi; Barjinder Kaur; Sajjad Dadkhah; Farzaneh Shoeleh; Arash Habibi Lashkari; Heather Molyneaux; Ali A. Ghorbani 001 (HPCC/DSS/SmartCity/DependSys, 2021)

Alternative Difficulty Adjustment Algorithms for Preventing Selfish Mining Attack. - Hamid Azimy; Ali A. Ghorbani 001 (ICBC, 2021)

Recommending Location for Placing Data Collector in the OPC Classic. - Abu Hena Al Muktadir; Ida S. R. Siahaan; Kwasi Boakye-Boateng; Dongyang Xu; Ali A. Ghorbani 001 (ICPS, 2021)

RiskISM: A Risk Assessment Tool for Substations. - Kwasi Boakye-Boateng; Ali A. Ghorbani 001; Arash Habibi Lashkari (iSCI, 2021)

Sniffing Serial-Based Substation Devices: A Complement to Security-Centric Data Collection. - Kwasi Boakye-Boateng; Ida S. R. Siahaan; Abu Hena Al Muktadir; Dongyang Xu; Ali A. Ghorbani 001 (ISGT-Europe, 2021)

A Novel Trust Model In Detecting Final-Phase Attacks in Substations. - Kwasi Boakye-Boateng; Ali A. Ghorbani 001; Arash Habibi Lashkari (PST, 2021)

User Profiling on Universal Data Insights tool on IBM Cloud Pak for Security. - Farzaneh Shoeleh; Masoud Erfani; Saeed Shafiee Hasanabadi; Duc-Phong Le; Arash Habibi Lashkari; Adam Frank; Ali A. Ghorbani 001 (PST, 2021)

Towards Query-efficient Black-box Adversarial Attack on Text Classification Models. - Mohammad Mehdi Yadollahi; Arash Habibi Lashkari; Ali A. Ghorbani 001 (PST, 2021)

A real-time hostile activities analyses and detection system. - Sajjad Dadkhah; Farzaneh Shoeleh; Mohammad Mehdi Yadollahi; Xichen Zhang; Ali A. Ghorbani 001 (Appl. Soft Comput., 2021)

Classifying and clustering malicious advertisement uniform resource locators using deep learning. - Xichen Zhang; Arash Habibi Lashkari; Ali A. Ghorbani 001 (Comput. Intell., 2021)

Robust Black-box Watermarking for Deep NeuralNetwork using Inverse Document Frequency. - Mohammad Mehdi Yadollahi; Farzaneh Shoeleh; Sajjad Dadkhah; Ali A. Ghorbani 001 (CoRR, 2021)

A memory-based game-theoretic defensive approach for digital forensic investigators. - Saeed Shafiee Hasanabadi; Arash Habibi Lashkari; Ali A. Ghorbani 001 (Digit. Investig., 2021)

Using Reduced Paths to Achieve Efficient Privacy-Preserving Range Query in Fog-Based IoT. - Hassan Mahdikhani; Rongxing Lu; Jun Shao 001; Ali A. Ghorbani 001 (IEEE Internet Things J., 2021)

Continuous Probabilistic Skyline Query for Secure Worker Selection in Mobile Crowdsensing. - Xichen Zhang; Rongxing Lu; Jun Shao 001; Hui Zhu 001; Ali A. Ghorbani 001 (IEEE Internet Things J., 2021)

On the causal relation between real world activities and emotional expressions of social media users. - Seyed Amin Mirlohi Falavarjani; Jelena Jovanovic 001; Hossein Fani 001; Ali A. Ghorbani 001; Zeinab Noorian; Ebrahim Bagheri (J. Assoc. Inf. Sci. Technol., 2021)

KeyShield: A Scalable and Quantum-Safe Key Management Scheme. - Mohammed Aldarwbi; Ali A. Ghorbani 001; Arash Habibi Lashkari (IEEE Open J. Commun. Soc., 2021)

Achieving Efficient and Privacy-Preserving Multi-Domain Big Data Deduplication in Cloud. - Xue Yang 003; Rongxing Lu; Jun Shao 001; Xiaohu Tang; Ali A. Ghorbani 001 (IEEE Trans. Serv. Comput., 2021)

Classification and Analysis of Adversarial Machine Learning Attacks in IoT: a Label Flipping Attack Case Study. - Mahdi Abrishami; Sajjad Dadkhah; Euclides Carlos Pinto Neto; Pulei Xiong; Shahrear Iqbal; Suprio Ray; Ali A. Ghorbani 001 (FRUCT, 2022)

Privacy-preserving Worker Selection in Mobile Crowdsensing over Spatial-temporal Constraints. - Xichen Zhang; Rongxing Lu; Songnian Zhang; Suprio Ray; Ali A. Ghorbani 001 (ICC, 2022)

Evaluating Deep Learning-based NIDS in Adversarial Settings. - Hesamodin Mohammadian; Arash Habibi Lashkari; Ali A. Ghorbani 001 (ICISSP, 2022)

Threshold based Technique to Detect Anomalies using Log Files. - Toluwalope David Akande; Barjinder Kaur; Sajjad Dadkhah; Ali A. Ghorbani 001 (ICMLT, 2022)

Towards the Development of a Realistic Multidimensional IoT Profiling Dataset. - Sajjad Dadkhah; Hassan Mahdikhani; Priscilla Kyei Danso; Alireza Zohourian; Kevin Anh Truong; Ali A. Ghorbani 001 (PST, 2022)

Collaborative DDoS Detection in Distributed Multi-Tenant IoT using Federated Learning. - Euclides Carlos Pinto Neto; Sajjad Dadkhah; Ali A. Ghorbani 001 (PST, 2022)

Efficient and Privacy-preserving Worker Selection in Mobile Crowdsensing Over Tentative Future Trajectories. - Xichen Zhang; Songnian Zhang; Suprio Ray; Ali A. Ghorbani 001 (PST, 2022)

QKeyShield: A Practical Receiver-Device-Independent Entanglement-Swapping-Based Quantum Key Distribution. - Mohammed Aldarwbi; Ali A. Ghorbani 001; Arash Habibi Lashkari (IEEE Access, 2022)

Are You a Cyborg, Bot or Human? - A Survey on Detecting Fake News Spreaders. - Wajiha Shahid; Yiran Li; Dakota Staples; Gulshan Amin Gilkar; Saqib Hakak; Ali A. Ghorbani 001 (IEEE Access, 2022)

The sound of intrusion: A novel network intrusion detection system. - Mohammed Aldarwbi; Arash Habibi Lashkari; Ali A. Ghorbani 001 (Comput. Electr. Eng., 2022)

An evaluation framework for industrial control system cyber incidents. - Mahdi Daghmehchi Firoozjaei; Nastaran Mahmoudyar; Yaser Baseri; Ali A. Ghorbani 001 (Int. J. Crit. Infrastructure Prot., 2022)

Data breach: analysis, countermeasures and challenges. - Xichen Zhang; Mohammad Mehdi Yadollahi; Sajjad Dadkhah; Haruna Isah; Duc-Phong Le; Ali A. Ghorbani 001 (Int. J. Inf. Comput. Secur., 2022)

An entity matching-based image topic verification framework for online fact-checking. - Xichen Zhang; Sajjad Dadkhah; Samaneh Mahdavifar; Rongxing Lu; Ali A. Ghorbani 001 (Int. J. Multim. Intell. Secur., 2022)

FedSky: An Efficient and Privacy-Preserving Scheme for Federated Mobile Crowdsensing. - Xichen Zhang; Rongxing Lu; Jun Shao 001; Fengwei Wang; Hui Zhu 001; Ali A. Ghorbani 001 (IEEE Internet Things J., 2022)

Preventing proof-of-work mining attacks. - Hamid Azimy; Ali A. Ghorbani 001; Ebrahim Bagheri (Inf. Sci., 2022)

Improved fault analysis on SIMECK ciphers. - Duc-Phong Le; Rongxing Lu; Ali A. Ghorbani 001 (J. Cryptogr. Eng., 2022)

Effective and Efficient Hybrid Android Malware Classification Using Pseudo-Label Stacked Auto-Encoder. - Samaneh Mahdavifar; Dima Alhadidi; Ali A. Ghorbani 001 (J. Netw. Syst. Manag., 2022)

A Trust-Influenced Smart Grid: A Survey and a Proposal. - Kwasi Boakye-Boateng; Ali A. Ghorbani 001; Arash Habibi Lashkari (J. Sens. Actuator Networks, 2022)

Achieving Efficient Secure Deduplication With User-Defined Access Control in Cloud. - Xue Yang 003; Rongxing Lu; Jun Shao 001; Xiaohu Tang; Ali A. Ghorbani 001 (IEEE Trans. Dependable Secur. Comput., 2022)

A Survey on IoT Profiling, Fingerprinting, and Identification. - Miraqa Safi; Sajjad Dadkhah; Farzaneh Shoeleh; Hassan Mahdikhani; Heather Molyneaux; Ali A. Ghorbani 001 (ACM Trans. Internet Things, 2022)

ImageFed: Practical Privacy Preserving Intrusion Detection System for In-Vehicle CAN Bus Protocol. - Hamideh Taslimasa; Sajjad Dadkhah; Euclides Carlos Pinto Neto; Pulei Xiong; Shahrear Iqbal; Suprio Ray; Ali A. Ghorbani 001 (BigDataSecurity/HPSC/IDS, 2023)

Human-Centric Machine Learning: The Role of Users in the Development of IoT Device Identification and Vulnerability Assessment. - Priscilla Kyei Danso; Heather Molyneaux; Alireza Zohourian; Euclides Carlos Pinto Neto; Derrick Whalen; Sajjad Dadkhah; Ali A. Ghorbani 001 (HCI (35), 2023)

Securing Substations with Trust, Risk Posture, and Multi-Agent Systems: A Comprehensive Approach. - Kwasi Boakye-Boateng; Ali A. Ghorbani 001; Arash Habibi Lashkari (PST, 2023)

UCreDiSSiT: User Credibility Measurement incorporating Domain interest, Semantics in Social interactions, and Temporal factor. - Rashid Hussain Khokhar; Sajjad Dadkhah; Tianhao Zhao; Xichen Zhang; Ali A. Ghorbani 001 (PST, 2023)

DDoS Attack Dataset (CICEV2023) against EV Authentication in Charging Infrastructure. - Yoonjib Kim; Saqib Hakak; Ali A. Ghorbani 001 (PST, 2023)

Securing Supply Chain: A Comprehensive Blockchain-based Framework and Risk Assessment. - Leila Rashidi; Windhya Hansinie Rankothge; Hesamodin Mohammadian; Rashid Hussain Khokhar; Brian Frei; Shawn Ellis; Lago Freitas; Ali Akbar Ghorbani (PST, 2023)

Evaluating Label Flipping Attack in Deep Learning-Based NIDS. - Hesamodin Mohammadian; Arash Habibi Lashkari; Ali A. Ghorbani 001 (SECRYPT, 2023)

A gradient-based approach for adversarial attack on deep learning-based network intrusion detection systems. - Hesamodin Mohammadian; Ali A. Ghorbani 001; Arash Habibi Lashkari (Appl. Soft Comput., 2023)

Internet of Things (IoT) security dataset evolution: Challenges and future directions. - Barjinder Kaur; Sajjad Dadkhah; Farzaneh Shoeleh; Euclides Carlos Pinto Neto; Pulei Xiong; Shahrear Iqbal; Philippe Lamontagne 001; Suprio Ray; Ali A. Ghorbani 001 (Internet Things, 2023)

Security issues in Internet of Vehicles (IoV): A comprehensive survey. - Hamideh Taslimasa; Sajjad Dadkhah; Euclides Carlos Pinto Neto; Pulei Xiong; Suprio Ray; Ali A. Ghorbani 001 (Internet Things, 2023)

IoT Zigbee device security: A comprehensive review. - Alireza Zohourian; Sajjad Dadkhah; Euclides Carlos Pinto Neto; Hassan Mahdikhani; Priscilla Kyei Danso; Heather Molyneaux; Ali A. Ghorbani 001 (Internet Things, 2023)

CICIoT2023: A Real-Time Dataset and Benchmark for Large-Scale Attacks in IoT Environment. - Euclides Carlos Pinto Neto; Sajjad Dadkhah; Raphael Ferreira; Alireza Zohourian; Rongxing Lu; Ali A. Ghorbani 001 (Sensors, 2023)

Enhancing EV Charging Station Security Using a Multi-dimensional Dataset: CICEVSE2024. - Emmanuel Dana Buedi; Ali A. Ghorbani 001; Sajjad Dadkhah; Raphael Ferreira (DBSec, 2024)

Traceability Measurement Analysis of Sustained Internet-Wide Scanners via Darknet. - Chansu Han; Akira Tanaka; Takeshi Takahashi 001; Sajjad Dadkhah; Ali A. Ghorbani 001; Tsung-Nan Lin (DSC, 2024)

Graph-Based Classification of IoT Malware Families Enhanced by Fuzzy Hashing. - Nastaran Mahmoudyar; Ali A. Ghorbani 001; Arash Habibi Lashkari (IFIPIoT (1), 2024)

Poisoning and Evasion: Deep Learning-Based NIDS under Adversarial Attacks. - Hesamodin Mohammadian; Arash Habibi Lashkari; Ali A. Ghorbani 001 (PST, 2024)

Detecting Distributed Denial-of-Service (DDoS) attacks that generate false authentications on Electric Vehicle (EV) charging infrastructure. - Yoonjib Kim; Saqib Hakak; Ali A. Ghorbani 001 (Comput. Secur., 2024)

IoT-PRIDS: Leveraging packet representations for intrusion detection in IoT networks. - Alireza Zohourian; Sajjad Dadkhah; Heather Molyneaux; Euclides Carlos Pinto Neto; Ali A. Ghorbani 001 (Comput. Secur., 2024)

Evaluation Framework for Quantum Security Risk Assessment: A Comprehensive Study for Quantum-Safe Migration. - Yaser Baseri; Vikas Chouhan; Ali A. Ghorbani 001; Aaron Chow (CoRR, 2024)

Cybersecurity in the Quantum Era: Assessing the Impact of Quantum Computing on Infrastructure. - Yaser Baseri; Vikas Chouhan; Ali A. Ghorbani 001 (CoRR, 2024)

CICAPT-IIOT: A provenance-based APT attack dataset for IIoT environment. - Erfan Ghiasvand; Suprio Ray; Shahrear Iqbal; Sajjad Dadkhah; Ali A. Ghorbani 001 (CoRR, 2024)

Privacy-Preserving for Images in Satellite Communications: A Comprehensive Review of Chaos-Based Encryption. - Farrukh Bin Rashid; Windhya Hansinie Rankothge; Somayeh Sadeghi; Hesamodin Mohammadian; Ali A. Ghorbani 001 (CoRR, 2024)

Explainable Malware Detection through Integrated Graph Reduction and Learning Techniques. - Hesamodin Mohammadian; Griffin Higgins; Samuel Ansong; Roozbeh Razavi-Far; Ali A. Ghorbani 001 (CoRR, 2024)

CICIoMT2024: A benchmark dataset for multi-protocol security assessment in IoMT. - Sajjad Dadkhah; Euclides Carlos Pinto Neto; Raphael Ferreira; Reginald C. Molokwu; Somayeh Sadeghi; Ali A. Ghorbani 001 (Internet Things, 2024)

CICIoV2024: Advancing realistic IDS approaches against DoS and spoofing attack in IoV CAN bus. - Euclides Carlos Pinto Neto; Hamideh Taslimasa; Sajjad Dadkhah; Shahrear Iqbal; Pulei Xiong; Taufiq Rahman; Ali A. Ghorbani 001 (Internet Things, 2024)

Area in circle: A novel evaluation metric for object detection. - Xichen Zhang; Roozbeh Razavi-Far; Haruna Isah; Amir David; Griffin Higgins; Rongxing Lu; Ali A. Ghorbani 001 (Knowl. Based Syst., 2024)

Node-Centric Pruning: A Novel Graph Reduction Approach. - Hossein Shokouhi-Nejad; Roozbeh Razavi-Far; Griffin Higgins; Ali A. Ghorbani 001 (Mach. Learn. Knowl. Extr., 2024)

A review of Machine Learning (ML)-based IoT security in healthcare: A dataset perspective. - Euclides Carlos Pinto Neto; Sajjad Dadkhah; Somayeh Sadeghi; Heather Molyneaux; Ali A. Ghorbani 001 (Comput. Commun., 2024)

Transferability of Machine Learning Algorithm for IoT Device Profiling and Identification. - Priscilla Kyei Danso; Sajjad Dadkhah; Euclides Carlos Pinto Neto; Alireza Zohourian; Heather Molyneaux; Rongxing Lu; Ali A. Ghorbani 001 (IEEE Internet Things J., 2024)

Evaluation Framework for Electric Vehicle Security Risk Assessment. - Soheil Shirvani; Yaser Baseri; Ali A. Ghorbani 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Identifying Malware Packers through Multilayer Feature Engineering in Static Analysis. - Ehab Alkhateeb; Ali A. Ghorbani 001; Arash Habibi Lashkari (Inf., 2024)

Social Alignment Contagion in Online Social Networks. - Amin Mirlohi; Jalehsadat Mahdavimoghaddam; Jelena Jovanovic 001; Feras N. Al-Obeidat; Mehdi Khani; Ali A. Ghorbani 001; Ebrahim Bagheri (IEEE Trans. Comput. Soc. Syst., 2024)

Multimodal Fake News Analysis Based on Image-Text Similarity. - Xichen Zhang; Sajjad Dadkhah; Alexander Gerald Weismann; Mohammad Amin Kanaani; Ali A. Ghorbani 001 (IEEE Trans. Comput. Soc. Syst., 2024)

A survey on run-time packers and mitigation techniques. - Ehab Alkhateeb; Ali A. Ghorbani 001; Arash Habibi Lashkari (Int. J. Inf. Sec., 2024)

The Largest Social Media Ground-Truth Dataset for Real/Fake Content: TruthSeeker. - Sajjad Dadkhah; Xichen Zhang; Alexander Gerald Weismann; Amir Firouzi; Ali A. Ghorbani 001 (IEEE Trans. Comput. Soc. Syst., 2024)

MEFaND: A Multimodel Framework for Early Fake News Detection. - Asma Sormeily; Sajjad Dadkhah; Xichen Zhang; Ali A. Ghorbani 001 (IEEE Trans. Comput. Soc. Syst., 2024)

CapsRule: Explainable Deep Learning for Classifying Network Attacks. - Samaneh Mahdavifar; Ali A. Ghorbani 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Graph Learning-Based Approach for Lateral Movement Detection. - Mahdi Rabbani; Leila Rashidi; Ali A. Ghorbani 001 (IEEE Trans. Netw. Serv. Manag., 2024)

Role of cybersecurity for a secure global communication eco-system: A comprehensive cyber risk assessment for satellite communications. - Samuel Ansong; Windhya Rankothge; Somayeh Sadeghi; Hesamodin Mohammadian; Farrukh Bin Rashid; Ali A. Ghorbani 001 (Comput. Secur., 2025)

Evaluation framework for quantum security risk assessment: A comprehensive strategy for quantum-safe transition. - Yaser Baseri; Vikas Chouhan; Ali A. Ghorbani 001; Aaron Chow (Comput. Secur., 2025)

Securing financial sector applications in the quantum era: a comprehensive evaluation of NIST's recommended algorithms through use-case analysis. - Somayeh Sadeghi; Vikas Chouhan; Mohammed Aldarwbi; Ali A. Ghorbani 001; Aaron Chow; Robby Burko (Expert Syst. Appl., 2025)

Towards privacy-preserving split learning: Destabilizing adversarial inference and reconstruction attacks in the cloud. - Griffin Higgins; Roozbeh Razavi-Far; Xichen Zhang; Amir David; Ali A. Ghorbani 001; Tongyu Ge (Internet Things, 2025)

Device Identification and Anomaly Detection in IoT Environments. - Mahdi Rabbani; Jinkun Gui; Fatemeh Nejati; Zeming Zhou; Arun Kaniyamattam; Mansur Mirani; Gunjan Piya; Igor V. Opushnyev; Rongxing Lu; Ali A. Ghorbani 001 (IEEE Internet Things J., 2025)

On the consistency of GNN explanations for malware detection. - Hossein Shokouhi-Nejad; Griffin Higgins; Roozbeh Razavi-Far; Hesamodin Mohammadian; Ali A. Ghorbani 001 (Inf. Sci., 2025)

Recent Advances in Malware Detection: Graph Learning and Explainability. - Hossein Shokouhi-Nejad; Roozbeh Razavi-Far; Hesamodin Mohammadian; Mahdi Rabbani; Samuel Ansong; Griffin Higgins; Ali A. Ghorbani 001 (CoRR, 2025)

Large Language Model (LLM) for Software Security: Code Analysis, Malware Analysis, Reverse Engineering. - Hamed Jelodar; Samita Bai; Parisa Hamedi; Hesamodin Mohammadian; Roozbeh Razavi-Far; Ali A. Ghorbani 001 (CoRR, 2025)

Dual Explanations via Subgraph Matching for Malware Detection. - Hossein Shokouhi-Nejad; Roozbeh Razavi-Far; Griffin Higgins; Ali A. Ghorbani 001 (CoRR, 2025)

Explainable Attention-Guided Stacked Graph Neural Networks for Malware Detection. - Hossein Shokouhi-Nejad; Roozbeh Razavi-Far; Griffin Higgins; Ali A. Ghorbani 001 (CoRR, 2025)