| 2025 | ICDM | SBAN: A Framework & Multi-Dimensional Dataset for Large Language Model Pre-Training and Software Code Mining. | Hamed Jelodar, Mohammad Meymani, Samita Bai, Roozbeh Razavi-Far, Ali A. Ghorbani |
| 2025 | ICDM | SBAN: A Framework & Multi-Dimensional Dataset for Large Language Model Pre-Training and Software Code Mining. | Hamed Jelodar, Mohammad Meymani, Samita Bai, Roozbeh Razavi-Far, Ali A. Ghorbani |
| 2025 | ICDM | A Research and Development Portfolio of GNN Centric Malware Detection, Explainability, and Dataset Curation. | Hossein Shokouhi-Nejad, Griffin Higgins, Roozbeh Razavi-Far, Ali A. Ghorbani |
| 2025 | ICMLA | NLD-LLM: A systematic framework for evaluating small language transformer models on natural language description. | Hamed Jelodar, Mohammad Meymani, Parisa Hamedi, Tochukwu Emmanuel Nwankwo, Samita Bai, Roozbeh Razavi-Far, Ali A. Ghorbani |
| 2024 | DBSEC | Enhancing EV Charging Station Security Using a Multi-dimensional Dataset: CICEVSE2024. | Emmanuel Dana Buedi, Ali A. Ghorbani, Sajjad Dadkhah, Raphael Ferreira |
| 2024 | Mobiquitous | Resilience Against APTs: A Provenance-Based IIoT Dataset for Cybersecurity Research. | Erfan Ghiasvand, Suprio Ray, Shahrear Iqbal, Sajjad Dadkhah, Ali A. Ghorbani |
| 2024 | PST | Poisoning and Evasion: Deep Learning-Based NIDS under Adversarial Attacks. | Hesamodin Mohammadian, Arash Habibi Lashkari, Ali A. Ghorbani |
| 2023 | HCI | 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 |
| 2023 | PST | Securing Substations with Trust, Risk Posture, and Multi-Agent Systems: A Comprehensive Approach. | Kwasi Boakye-Boateng, Ali A. Ghorbani, Arash Habibi Lashkari |
| 2023 | PST | 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 |
| 2023 | PST | DDoS Attack Dataset (CICEV2023) against EV Authentication in Charging Infrastructure. | Yoonjib Kim, Saqib Hakak, Ali A. Ghorbani |
| 2023 | SECRYPT | Evaluating Label Flipping Attack in Deep Learning-Based NIDS. | Hesamodin Mohammadian, Arash Habibi Lashkari, Ali A. Ghorbani |
| 2022 | FRUCT | 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 |
| 2022 | ICISSP | Evaluating Deep Learning-based NIDS in Adversarial Settings. | Hesamodin Mohammadian, Arash Habibi Lashkari, Ali A. Ghorbani |
| 2022 | PST | 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 |
| 2022 | PST | Collaborative DDoS Detection in Distributed Multi-Tenant IoT using Federated Learning. | Euclides Carlos Pinto Neto, Sajjad Dadkhah, Ali A. Ghorbani |
| 2022 | PST | Efficient and Privacy-preserving Worker Selection in Mobile Crowdsensing Over Tentative Future Trajectories. | Xichen Zhang, Songnian Zhang, Suprio Ray, Ali A. Ghorbani |
| 2021 | DASC | 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 |
| 2021 | DASC | Robust Black-box Watermarking for Deep Neural Network using Inverse Document Frequency. | Mohammad Mehdi Yadollahi, Farzaneh Shoeleh, Sajjad Dadkhah, Ali A. Ghorbani |
| 2021 | GLOBECOM | Spatio-Temporal Similarity based Privacy-Preserving Worker Selection in Mobile Crowdsensing. | Xichen Zhang, Rongxing Lu, Suprio Ray, Jun Shao, Ali A. Ghorbani |
| 2021 | HPCC | 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 |
| 2021 | ICBC | Alternative Difficulty Adjustment Algorithms for Preventing Selfish Mining Attack. | Hamid Azimy, Ali A. Ghorbani |
| 2021 | PST | A Novel Trust Model In Detecting Final-Phase Attacks in Substations. | Kwasi Boakye-Boateng, Ali A. Ghorbani, Arash Habibi Lashkari |
| 2021 | PST | 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 |
| 2021 | PST | Towards Query-efficient Black-box Adversarial Attack on Text Classification Models. | Mohammad Mehdi Yadollahi, Arash Habibi Lashkari, Ali A. Ghorbani |
| 2020 | DASC | Dynamic Android Malware Category Classification using Semi-Supervised Deep Learning. | Samaneh Mahdavifar, Andi Fitriah Abdul Kadir, Rasool Fatemi, Dima Alhadidi, Ali A. Ghorbani |
| 2020 | DASC | Feature Extraction Approach to Unearth Domain Generating Algorithms (DGAs). | Shubhangi Upadhyay, Ali A. Ghorbani |
| 2020 | DSAA | Ensemble of Hierarchical Temporal Memory for Anomaly Detection. | Farzaneh Shoeleh, Masoud Erfani, Duc-Phong Le, Ali A. Ghorbani |
| 2020 | DSN | On The Generation of Unrestricted Adversarial Examples. | Mehrgan Khoshpasand, Ali A. Ghorbani |
| 2019 | ISPEC | Generating Phishing Emails Using Graph Database. | Nasim Maleki, Ali A. Ghorbani |
| 2019 | PST | Competitive Selfish Mining. | Hamid Azimy, Ali A. Ghorbani |
| 2019 | PST | EVChain: A Blockchain-based Credit Sharing in Electric Vehicles Charging. | Mahdi Daghmehchi Firoozjaei, Ali A. Ghorbani, Hyoungshick Kim, Jaeseung Song |
| 2019 | PST | A New Multisignature Scheme with Public Key Aggregation for Blockchain. | Duc-Phong Le, Guomin Yang, Ali A. Ghorbani |
| 2018 | GLOBECOM | PAMA: A Proactive Approach to Mitigate False Data Injection Attacks in Smart Grids. | Beibei Li, Rongxing Lu, Gaoxi Xiao, Zhou Su, Ali A. Ghorbani |
| 2018 | ICISSP | Toward Generating a New Intrusion Detection Dataset and Intrusion Traffic Characterization. | Iman Sharafaldin, Arash Habibi Lashkari, Ali A. Ghorbani |
| 2018 | ICISSP | A Detailed Analysis of the CICIDS2017 Data Set. | Iman Sharafaldin, Arash Habibi Lashkari, Ali A. Ghorbani |
| 2018 | PST | EagleEye: A Novel Visual Anomaly Detection Method. | Iman Sharafaldin, Ali A. Ghorbani |
| 2017 | ICCS | EfficientPMM: Finite Automata Based Efficient Pattern Matching Machine. | Ramanpreet Singh, Ali A. Ghorbani |
| 2017 | ICISSP | Characterization of Tor Traffic using Time based Features. | Arash Habibi Lashkari, Gerard Draper-Gil, Mohammad Saiful Islam Mamun, Ali A. Ghorbani |
| 2017 | NSS | DNA-Droid: A Real-Time Android Ransomware Detection Framework. | Amirhossein Gharib, Ali A. Ghorbani |
| 2017 | PST | 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 |
| 2017 | SECRYPT | A Lightweight Online Advertising Classification System using Lexical-based Features. | Xichen Zhang, Arash Habibi Lashkari, Ali A. Ghorbani |
| 2016 | ICISSP | Characterization of Encrypted and VPN Traffic using Time-related Features. | Gerard Draper-Gil, Arash Habibi Lashkari, Mohammad Saiful Islam Mamun, Ali A. Ghorbani |
| 2016 | NSS | Detecting Malicious URLs Using Lexical Analysis. | Mohammad Saiful Islam Mamun, Mohammad Ahmad Rathore, Arash Habibi Lashkari, Natalia Stakhanova, Ali A. Ghorbani |
| 2016 | PST | Measuring code reuse in Android apps. | Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani |
| 2016 | PST | Dynamic graph-based malware classifier. | Hossein Hadian Jazi, Ali A. Ghorbani |
| 2015 | ICICS | An Entropy Based Encrypted Traffic Classifier. | Mohammad Saiful Islam Mamun, Ali A. Ghorbani, Natalia Stakhanova |
| 2015 | PST | Real-time signature-based detection approach for SMS botnet. | Abdullah J. Alzahrani, Ali A. Ghorbani |
| 2014 | SecureComm | DroidKin: Lightweight Detection of Android Apps Similarity. | Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani |
| 2013 | AI | Classifying Organizational Roles Using Email Social Networks. | Abtin Zohrabi Aliabadi, Fatemeh Razzaghi, Seyed Pooria Madani Kochak, Ali A. Ghorbani |
| 2012 | ICICS | Group Behavior Metrics for P2P Botnet Detection. | John Felix Charles Joseph, Ali A. Ghorbani |
| 2012 | SC | A New Framework for Publishing and Sharing Network and Security Datasets. | Mohammed S. Gadelrab, Ali A. Ghorbani |
| 2012 | SEC | Peer to Peer Botnet Detection Based on Flow Intervals. | David Zhao, Issa Traor, Ali A. Ghorbani, Bassam Sayed, Sherif Saad, Wei Lu |
| 2011 | CCS | A statistical approach to botnet virulence estimation. | Julian L. Rrushi, Ehsan Mokhtari, Ali A. Ghorbani |
| 2011 | ICICS | Situational Assessment of Intrusion Alerts: A Multi Attack Scenario Evaluation. | Hadi Shiravi, Ali Shiravi, Ali A. Ghorbani |
| 2011 | PST | Detecting P2P botnets through network behavior analysis and machine learning. | Sherif Saad, Issa Traor, Ali A. Ghorbani, Bassam Sayed, David Zhao, Wei Lu, John Felix, Payman Hakimian |
| 2010 | AI | Automatic Discovery of Network Applications: A Hybrid Approach. | Mahbod Tavallaee, Wei Lu, Ebrahim Bagheri, Ali A. Ghorbani |
| 2010 | DIMVA | An Online Adaptive Approach to Alert Correlation. | Hanli Ren, Natalia Stakhanova, Ali A. Ghorbani |
| 2010 | HAIS | Y-Means: An Autonomous Clustering Algorithm. | Ali A. Ghorbani, Iosif-Viorel Onut |
| 2010 | ICICS | IDS Alert Visualization and Monitoring through Heuristic Host Selection. | Hadi Shiravi, Ali Shiravi, Ali A. Ghorbani |
| 2009 | AI | An Iterative Hybrid Filter-Wrapper Approach to Feature Selection for Document Clustering. | Mohammad-Amin Jashki, Majid Makki, Ebrahim Bagheri, Ali A. Ghorbani |
| 2009 | CCS | Automatic discovery of botnet communities on large-scale communication networks. | Wei Lu, Mahbod Tavallaee, Ali A. Ghorbani |
| 2009 | GLOBECOM | Hybrid Traffic Classification Approach Based on Decision Tree. | Wei Lu, Mahbod Tavallaee, Ali A. Ghorbani |
| 2008 | AAAI | Real-time Alert Correlation Using Stream Data Mining Techniques. | Reza Sadoddin, Ali A. Ghorbani |
| 2008 | AI | A Belief-Theoretic Reputation Estimation Model for Multi-context Communities. | Ebrahim Bagheri, M. Barouni-Ebrahimi, Reza Zafarani, Ali A. Ghorbani |
| 2008 | AI | A Frequency Mining-Based Algorithm for Re-ranking Web Search Engine Retrievals. | M. Barouni-Ebrahimi, Ebrahim Bagheri, Ali A. Ghorbani |
| 2008 | AI | A Novel Approach for Social Behavior Analysis of the Blogosphere. | Reza Zafarani, Mohammad-Amin Jashki, Hamidreza Baghi, Ali A. Ghorbani |
| 2008 | ECSA | Automating Architecture Trade-Off Decision Making through a Complex Multi-attribute Decision Process. | Majid Makki, Ebrahim Bagheri, Ali A. Ghorbani |
| 2008 | GLOBECOM | Botnets Detection Based on IRC-Community. | Wei Lu, Ali A. Ghorbani |
| 2008 | ICTAI | Oracle Clustering: Dynamic Partitioning Based on Random Observations. | Reza Zafarani, Ali A. Ghorbani |
| 2008 | ICTAI | An Empirical Analysis on the Stability of Clustering Algorithms. | Reza Zafarani, Majid Makki, Ali A. Ghorbani |
| 2008 | RAID | Bots Behaviors vs. Human Behaviors on Large-Scale Communication Networks (Extended Abstract). | Wei Lu, Ali A. Ghorbani |
| 2007 | OOPSLA | A framework for distributed collaborative conceptual model development. | Ebrahim Bagheri, Ali A. Ghorbani |
| 2006 | PST | Behavior analysis through reputation propagation in a multi-context environment. | Ebrahim Bagheri, Ali A. Ghorbani |
| 2006 | PST | Towards an MDA-oriented UML profile for critical infrastructure modeling. | Ebrahim Bagheri, Ali A. Ghorbani |
| 2006 | PST | Trust-based contextual information filtering. | Eugenia Kondratova, Stephen Marsh, Ali A. Ghorbani |
| 2006 | PST | Design and implementation of a behavioral difference analyzer for network intrusion detection. | Mehran Nadjarbashi-Noghani, Ali A. Ghorbani |
| 2006 | PST | Approximate autoregressive modeling for network attack detection. | Harshit Nayyar, Ali A. Ghorbani |
| 2006 | PST | Alert correlation survey: framework and techniques. | Reza Sadoddin, Ali A. Ghorbani |
| 2006 | PST | An improved familiarity measurement for formalization of trust in e-commerce based multiagent systems. | Jie Zhang, Ali A. Ghorbani, Robin Cohen |
| 2006 | WAW | A Phrase Recommendation Algorithm Based on Query Stream Mining in Web Search Engines. | M. Barouni-Ebrahimi, Ali A. Ghorbani |
| 2005 | AI | SWAMI: Searching the Web Using Agents with Mobility and Intelligence. | Mark Kilfoil, Ali A. Ghorbani |
| 2005 | CSCWD | Using Web Services to Control Remote Instruments for Online Experiment Systems. | Yuhong Yan, Yong Liang, Xinge Du, Hamadou Saliah, Ali A. Ghorbani |
| 2005 | IJCAI | Value-Centric Trust Model with Improved Familiarity Measurement. | Jie Zhang, Ali A. Ghorbani |
| 2005 | ISDA | Agent-oriented Design for Network Survivability. | Mehdi Shajari, Ali A. Ghorbani |
| 2004 | AI | The Reconstruction of the Interleaved Sessions from a Server Log. | John Zhong Lei, Ali A. Ghorbani |
| 2004 | IJCNN | Classifying cognitive states from fMRI data using neural networks. | Iosif-Viorel Onut, Ali A. Ghorbani |
| 2004 | PST | A novel visualization technique for network anomaly detection. | Iosif-Viorel Onut, Bin Zhu, Ali A. Ghorbani |
| 2004 | PST | Application of Belief-Desire-Intention Agents in Intrusion Detection & Response. | Mehdi Shajari, Ali A. Ghorbani |
| 2004 | PST | Familiarity and Trust: Measuring Familiarity with a Web Site. | Jie Zhang, Ali A. Ghorbani |
| 2003 | AI | An Unsupervised Clustering Algorithm for Intrusion Detection. | Yu Guan, Ali A. Ghorbani, Nabil Belacel |
| 2003 | AI | Accent Classification Using Support Vector Machine and Hidden Markov Model. | Hong Tang, Ali A. Ghorbani |
| 2003 | SEC | Using Fuzzy System to Manage False Alarms in Intrusion Detection. | Mehdi Shajari, Ali A. Ghorbani |
| 2001 | AI | The Bottom-Up Freezing: An Approach to Neural Engineering. | Ali Farzan, Ali A. Ghorbani |
| 2000 | AI | Accelerated Backpropagation Learning: Extended Dynamic Parallel Tangent Optimization Algorithm. | Ali A. Ghorbani, Lila Bayat |