Ali A. Ghorbani

342 papers A* 3A 4B 15C 53Misc 9Journal 157Unranked 96

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Lightweight Defense Mechanism against Next Generation of Phishing Emails using Distilled Attention-Augmented BiLSTM. CoRR Morteza Eskandarian, Mahdi Rabbani, Arun Kaniyamattam, Fatemeh Nejati, Mansur Mirani, Gunjan Piya, Igor V. Opushnyev, Ali A. Ghorbani, Sajjad Dadkhah
2026	J	`jnl`	An anonymization framework for IEC 61850 substation communications: Field-level and topology-aware privacy. J. Ind. Inf. Integr. Soheil Shirvani, Emmanuel Dana Buedi, Kwasi Boakye-Boateng, Yoonjib Kim, Rongxing Lu, Ali A. Ghorbani
2026	J	`jnl`	Assessing the quantum readiness of cryptographic standards: Recommendations toward quantum-era compliance. Comput. Stand. Interfaces Vikas Chouhan, Mohammed Aldarwbi, Somayeh Sadeghi, Ali A. Ghorbani, Aaron Chow, Robby Burko
2026	J	`jnl`	CIC-Trap4Phish: A Unified Multi-Format Dataset for Phishing and Quishing Attachment Detection. CoRR Fatemeh Nejati, Mahdi Rabbani, Morteza Eskandarian, Mansur Mirani, Gunjan Piya, Igor V. Opushnyev, Ali A. Ghorbani, Sajjad Dadkhah
2026	J	`jnl`	CIC-YNU-IoTMal: A comprehensive multilayer dataset for static and dynamic analysis of IoT malware behavior. Inf. Syst. Sajjad Dadkhah, Ogobuchi Daniel Okey, Sebin Abraham Maret, Yen-Wu Lo, Amir Firouzi, Ryu Kuki, Takayuki Sasaki, Katsunari Yoshioka, Tao Ban, Seiichi Ozawa, Ali A. Ghorbani
2026	J	`jnl`	Cybersecurity in the quantum era: Assessing the impact of quantum computing on infrastructure. Comput. Secur. Yaser Baseri, Vikas Chouhan, Ali A. Ghorbani
2026	J	`jnl`	DNS user profiling and risk assessment: A learning approach. Future Gener. Comput. Syst. Yaser Baseri, Mahdi Daghmehchi Firoozjaei, Somayeh Sadeghi, Ali A. Ghorbani, William Belanger, Roozbeh Razavi-Far
2026	J	`jnl`	Large language model (LLM) for software security: Code analysis, malware analysis, reverse engineering. J. Inf. Secur. Appl. Hamed Jelodar, Samita Bai, Parisa Hamedi, Hesamodin Mohammadian, Roozbeh Razavi-Far, Ali A. Ghorbani
2026	J	`jnl`	Proactive Cyber Defense: User-Centric Risk Assessment in DNS Traffic Through Graph-Based Learning. IEEE Access Yaser Baseri, Mahdi Daghmehchi Firoozjaei, Somayeh Sadeghi, Ali A. Ghorbani, William Belanger
2026	J	`jnl`	Routing-Aware Explanations for Mixture of Experts Graph Models in Malware Detection. CoRR Hossein Shokouhi-Nejad, Roozbeh Razavi-Far, Griffin Higgins, Ali A. Ghorbani
2026	J	`jnl`	Security Threat Modeling for Emerging AI-Agent Protocols: A Comparative Analysis of MCP, A2A, Agora, and ANP. CoRR Zeynab Anbiaee, Mahdi Rabbani, Mansur Mirani, Gunjan Piya, Igor V. Opushnyev, Ali A. Ghorbani, Sajjad Dadkhah
2026	J	`jnl`	Transparent Malware Detection With Granular Assembly Flow Explainability via Graph Neural Networks. CoRR Griffin Higgins, Roozbeh Razavi-Far, Hossein Shokouhi-Nejad, Ali A. Ghorbani
2025	—	`conf`	A Research and Development Portfolio of GNN Centric Malware Detection, Explainability, and Dataset Curation. ICDM (Workshops) Hossein Shokouhi-Nejad, Griffin Higgins, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	J	`jnl`	A Research and Development Portfolio of GNN Centric Malware Detection, Explainability, and Dataset Curation. CoRR Hossein Shokouhi-Nejad, Griffin Higgins, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	J	`jnl`	A lightweight IoT device identification using enhanced behavioral-based features. Peer Peer Netw. Appl. Mahdi Rabbani, Jinkun Gui, Zeming Zhou, Fatemeh Nejati, Mansur Mirani, Gunjan Piya, Igor V. Opushnyev, Rongxing Lu, Ali A. Ghorbani
2025	J	`jnl`	Asm2SrcEval: Evaluating Large Language Models for Assembly-to-Source Code Translation. CoRR Parisa Hamedi, Hamed Jelodar, Samita Bai, Mohammad Meymani, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	J	`jnl`	Can Small GenAI Language Models Rival Large Language Models in Understanding Application Behavior? CoRR Mohammad Meymani, Hamed Jelodar, Parisa Hamedi, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	J	`jnl`	Corrigendum to "Evaluation framework for quantum security risk assessment: A comprehensive strategy for quantum-safe transition" [Computers & Security, 150, 104272]. Comput. Secur. Yaser Baseri, Vikas Chouhan, Ali A. Ghorbani, Aaron Chow
2025	J	`jnl`	Device Identification and Anomaly Detection in IoT Environments. IEEE Internet Things J. Mahdi Rabbani, Jinkun Gui, Fatemeh Nejati, Zeming Zhou, Arun Kaniyamattam, Mansur Mirani, Gunjan Piya, Igor V. Opushnyev, Rongxing Lu, Ali A. Ghorbani
2025	J	`jnl`	Dual Explanations via Subgraph Matching for Malware Detection. CoRR Hossein Shokouhi-Nejad, Roozbeh Razavi-Far, Griffin Higgins, Ali A. Ghorbani
2025	J	`jnl`	Enhancing GNN Explanations for Malware Detection with Dual Subgraph Matching. Mach. Learn. Knowl. Extr. Hossein Shokouhi-Nejad, Roozbeh Razavi-Far, Griffin Higgins, Ali A. Ghorbani
2025	J	`jnl`	Evaluation framework for quantum security risk assessment: A comprehensive strategy for quantum-safe transition. Comput. Secur. Yaser Baseri, Vikas Chouhan, Ali A. Ghorbani, Aaron Chow
2025	J	`jnl`	Explainable Attention-Guided Stacked Graph Neural Networks for Malware Detection. CoRR Hossein Shokouhi-Nejad, Roozbeh Razavi-Far, Griffin Higgins, Ali A. Ghorbani
2025	J	`jnl`	Explainable malware detection through integrated graph reduction and learning techniques. Big Data Res. Hesamodin Mohammadian, Griffin Higgins, Samuel Ansong, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	J	`jnl`	FlexiDataGen: An Adaptive LLM Framework for Dynamic Semantic Dataset Generation in Sensitive Domains. CoRR Hamed Jelodar, Samita Bai, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	J	`jnl`	Large Language Model (LLM) for Software Security: Code Analysis, Malware Analysis, Reverse Engineering. CoRR Hamed Jelodar, Samita Bai, Parisa Hamedi, Hesamodin Mohammadian, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	C	`conf`	NLD-LLM: A systematic framework for evaluating small language transformer models on natural language description. ICMLA Hamed Jelodar, Mohammad Meymani, Parisa Hamedi, Tochukwu Emmanuel Nwankwo, Samita Bai, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	J	`jnl`	NLD-LLM: A systematic framework for evaluating small language transformer models on natural language description. CoRR Hamed Jelodar, Mohammad Meymani, Parisa Hamedi, Tochukwu Emmanuel Nwankwo, Samita Bai, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	J	`jnl`	On the consistency of GNN explanations for malware detection. Inf. Sci. Hossein Shokouhi-Nejad, Griffin Higgins, Roozbeh Razavi-Far, Hesamodin Mohammadian, Ali A. Ghorbani
2025	J	`jnl`	Packed Malware Detection Using Grayscale Binary-to-Image Representations. CoRR Ehab Alkhateeb, Ali A. Ghorbani, Arash Habibi Lashkari
2025	J	`jnl`	Recent Advances in Malware Detection: Graph Learning and Explainability. CoRR Hossein Shokouhi-Nejad, Roozbeh Razavi-Far, Hesamodin Mohammadian, Mahdi Rabbani, Samuel Ansong, Griffin Higgins, Ali A. Ghorbani
2025	J	`jnl`	Role of cybersecurity for a secure global communication eco-system: A comprehensive cyber risk assessment for satellite communications. Comput. Secur. Samuel Ansong, Windhya Rankothge, Somayeh Sadeghi, Hesamodin Mohammadian, Farrukh Bin Rashid, Ali A. Ghorbani
2025	A*	`conf`	SBAN: A Framework & Multi-Dimensional Dataset for Large Language Model Pre-Training and Software Code Mining. ICDM Hamed Jelodar, Mohammad Meymani, Samita Bai, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	—	`conf`	SBAN: A Framework & Multi-Dimensional Dataset for Large Language Model Pre-Training and Software Code Mining. ICDM (Workshops) Hamed Jelodar, Mohammad Meymani, Samita Bai, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	J	`jnl`	SBAN: A Framework & Multi-Dimensional Dataset for Large Language Model Pre-Training and Software Code Mining. CoRR Hamed Jelodar, Mohammad Meymani, Samita Bai, Roozbeh Razavi-Far, Ali A. Ghorbani
2025	J	`jnl`	Securing financial sector applications in the quantum era: a comprehensive evaluation of NIST's recommended algorithms through use-case analysis. Expert Syst. Appl. Somayeh Sadeghi, Vikas Chouhan, Mohammed Aldarwbi, Ali A. Ghorbani, Aaron Chow, Robby Burko
2025	J	`jnl`	Towards Privacy-Preserving Split Learning: Destabilizing Adversarial Inference and Reconstruction Attacks in the Cloud. CoRR Griffin Higgins, Roozbeh Razavi-Far, Xichen Zhang, Amir David, Ali A. Ghorbani, Tongyu Ge
2025	J	`jnl`	Towards privacy-preserving split learning: Destabilizing adversarial inference and reconstruction attacks in the cloud. Internet Things Griffin Higgins, Roozbeh Razavi-Far, Xichen Zhang, Amir David, Ali A. Ghorbani, Tongyu Ge
2025	J	`jnl`	XGen-Q: An Explainable Domain-Adaptive LLM Framework with Retrieval-Augmented Generation for Software Security. CoRR Hamed Jelodar, Mohammad Meymani, Roozbeh Razavi-Far, Ali A. Ghorbani
2024	J	`jnl`	A Graph Learning-Based Approach for Lateral Movement Detection. IEEE Trans. Netw. Serv. Manag. Mahdi Rabbani, Leila Rashidi, Ali A. Ghorbani
2024	J	`jnl`	A review of Machine Learning (ML)-based IoT security in healthcare: A dataset perspective. Comput. Commun. Euclides Carlos Pinto Neto, Sajjad Dadkhah, Somayeh Sadeghi, Heather Molyneaux, Ali A. Ghorbani
2024	J	`jnl`	A survey on run-time packers and mitigation techniques. Int. J. Inf. Sec. Ehab Alkhateeb, Ali A. Ghorbani, Arash Habibi Lashkari
2024	J	`jnl`	Area in circle: A novel evaluation metric for object detection. Knowl. Based Syst. Xichen Zhang, Roozbeh Razavi-Far, Haruna Isah, Amir David, Griffin Higgins, Rongxing Lu, Ali A. Ghorbani
2024	J	`jnl`	CICAPT-IIOT: A provenance-based APT attack dataset for IIoT environment. CoRR Erfan Ghiasvand, Suprio Ray, Shahrear Iqbal, Sajjad Dadkhah, Ali A. Ghorbani
2024	J	`jnl`	CICIoMT2024: A benchmark dataset for multi-protocol security assessment in IoMT. Internet Things Sajjad Dadkhah, Euclides Carlos Pinto Neto, Raphael Ferreira, Reginald C. Molokwu, Somayeh Sadeghi, Ali A. Ghorbani
2024	J	`jnl`	CICIoV2024: Advancing realistic IDS approaches against DoS and spoofing attack in IoV CAN bus. Internet Things Euclides Carlos Pinto Neto, Hamideh Taslimasa, Sajjad Dadkhah, Shahrear Iqbal, Pulei Xiong, Taufiq Rahman, Ali A. Ghorbani
2024	J	`jnl`	CapsRule: Explainable Deep Learning for Classifying Network Attacks. IEEE Trans. Neural Networks Learn. Syst. Samaneh Mahdavifar, Ali A. Ghorbani
2024	J	`jnl`	Cybersecurity in the Quantum Era: Assessing the Impact of Quantum Computing on Infrastructure. CoRR Yaser Baseri, Vikas Chouhan, Ali A. Ghorbani
2024	J	`jnl`	Detecting Distributed Denial-of-Service (DDoS) attacks that generate false authentications on Electric Vehicle (EV) charging infrastructure. Comput. Secur. Yoonjib Kim, Saqib Hakak, Ali A. Ghorbani
2024	B	`conf`	Enhancing EV Charging Station Security Using a Multi-dimensional Dataset: CICEVSE2024. DBSec Emmanuel Dana Buedi, Ali A. Ghorbani, Sajjad Dadkhah, Raphael Ferreira
2024	J	`jnl`	Evaluation Framework for Electric Vehicle Security Risk Assessment. IEEE Trans. Intell. Transp. Syst. Soheil Shirvani, Yaser Baseri, Ali A. Ghorbani
2024	J	`jnl`	Evaluation Framework for Quantum Security Risk Assessment: A Comprehensive Study for Quantum-Safe Migration. CoRR Yaser Baseri, Vikas Chouhan, Ali A. Ghorbani, Aaron Chow
2024	J	`jnl`	Explainable Malware Detection through Integrated Graph Reduction and Learning Techniques. CoRR Hesamodin Mohammadian, Griffin Higgins, Samuel Ansong, Roozbeh Razavi-Far, Ali A. Ghorbani
2024	—	`conf`	Graph-Based Classification of IoT Malware Families Enhanced by Fuzzy Hashing. IFIPIoT (1) Nastaran Mahmoudyar, Ali A. Ghorbani, Arash Habibi Lashkari
2024	J	`jnl`	Identifying Malware Packers through Multilayer Feature Engineering in Static Analysis. Inf. Ehab Alkhateeb, Ali A. Ghorbani, Arash Habibi Lashkari
2024	J	`jnl`	IoT-PRIDS: Leveraging packet representations for intrusion detection in IoT networks. Comput. Secur. Alireza Zohourian, Sajjad Dadkhah, Heather Molyneaux, Euclides Carlos Pinto Neto, Ali A. Ghorbani
2024	J	`jnl`	MEFaND: A Multimodel Framework for Early Fake News Detection. IEEE Trans. Comput. Soc. Syst. Asma Sormeily, Sajjad Dadkhah, Xichen Zhang, Ali A. Ghorbani
2024	J	`jnl`	Multimodal Fake News Analysis Based on Image-Text Similarity. IEEE Trans. Comput. Soc. Syst. Xichen Zhang, Sajjad Dadkhah, Alexander Gerald Weismann, Mohammad Amin Kanaani, Ali A. Ghorbani
2024	J	`jnl`	Node-Centric Pruning: A Novel Graph Reduction Approach. Mach. Learn. Knowl. Extr. Hossein Shokouhi-Nejad, Roozbeh Razavi-Far, Griffin Higgins, Ali A. Ghorbani
2024	C	`conf`	Poisoning and Evasion: Deep Learning-Based NIDS under Adversarial Attacks. PST Hesamodin Mohammadian, Arash Habibi Lashkari, Ali A. Ghorbani
2024	J	`jnl`	Privacy-Preserving for Images in Satellite Communications: A Comprehensive Review of Chaos-Based Encryption. CoRR Farrukh Bin Rashid, Windhya Hansinie Rankothge, Somayeh Sadeghi, Hesamodin Mohammadian, Ali A. Ghorbani
2024	C	`conf`	Resilience Against APTs: A Provenance-Based IIoT Dataset for Cybersecurity Research. MobiQuitous Erfan Ghiasvand, Suprio Ray, Shahrear Iqbal, Sajjad Dadkhah, Ali A. Ghorbani
2024	J	`jnl`	Social Alignment Contagion in Online Social Networks. IEEE Trans. Comput. Soc. Syst. Amin Mirlohi, Jalehsadat Mahdavimoghaddam, Jelena Jovanovic, Feras N. Al-Obeidat, Mehdi Khani, Ali A. Ghorbani, Ebrahim Bagheri
2024	J	`jnl`	The Largest Social Media Ground-Truth Dataset for Real/Fake Content: TruthSeeker. IEEE Trans. Comput. Soc. Syst. Sajjad Dadkhah, Xichen Zhang, Alexander Gerald Weismann, Amir Firouzi, Ali A. Ghorbani
2024	—	`conf`	Traceability Measurement Analysis of Sustained Internet-Wide Scanners via Darknet. DSC Chansu Han, Akira Tanaka, Takeshi Takahashi, Sajjad Dadkhah, Ali A. Ghorbani, Tsung-Nan Lin
2024	J	`jnl`	Transferability of Machine Learning Algorithm for IoT Device Profiling and Identification. IEEE Internet Things J. Priscilla Kyei Danso, Sajjad Dadkhah, Euclides Carlos Pinto Neto, Alireza Zohourian, Heather Molyneaux, Rongxing Lu, Ali A. Ghorbani
2023	J	`jnl`	A gradient-based approach for adversarial attack on deep learning-based network intrusion detection systems. Appl. Soft Comput. Hesamodin Mohammadian, Ali A. Ghorbani, Arash Habibi Lashkari
2023	J	`jnl`	CICIoT2023: A Real-Time Dataset and Benchmark for Large-Scale Attacks in IoT Environment. Sensors Euclides Carlos Pinto Neto, Sajjad Dadkhah, Raphael Ferreira, Alireza Zohourian, Rongxing Lu, Ali A. Ghorbani
2023	C	`conf`	DDoS Attack Dataset (CICEV2023) against EV Authentication in Charging Infrastructure. PST Yoonjib Kim, Saqib Hakak, Ali A. Ghorbani
2023	C	`conf`	Evaluating Label Flipping Attack in Deep Learning-Based NIDS. SECRYPT Hesamodin Mohammadian, Arash Habibi Lashkari, Ali A. Ghorbani
2023	—	`conf`	Human-Centric Machine Learning: The Role of Users in the Development of IoT Device Identification and Vulnerability Assessment. HCI (35) Priscilla Kyei Danso, Heather Molyneaux, Alireza Zohourian, Euclides Carlos Pinto Neto, Derrick Whalen, Sajjad Dadkhah, Ali A. Ghorbani
2023	—	`conf`	ImageFed: Practical Privacy Preserving Intrusion Detection System for In-Vehicle CAN Bus Protocol. BigDataSecurity/HPSC/IDS Hamideh Taslimasa, Sajjad Dadkhah, Euclides Carlos Pinto Neto, Pulei Xiong, Shahrear Iqbal, Suprio Ray, Ali A. Ghorbani
2023	J	`jnl`	Internet of Things (IoT) security dataset evolution: Challenges and future directions. Internet Things Barjinder Kaur, Sajjad Dadkhah, Farzaneh Shoeleh, Euclides Carlos Pinto Neto, Pulei Xiong, Shahrear Iqbal, Philippe Lamontagne, Suprio Ray, Ali A. Ghorbani
2023	J	`jnl`	IoT Zigbee device security: A comprehensive review. Internet Things Alireza Zohourian, Sajjad Dadkhah, Euclides Carlos Pinto Neto, Hassan Mahdikhani, Priscilla Kyei Danso, Heather Molyneaux, Ali A. Ghorbani
2023	C	`conf`	Securing Substations with Trust, Risk Posture, and Multi-Agent Systems: A Comprehensive Approach. PST Kwasi Boakye-Boateng, Ali A. Ghorbani, Arash Habibi Lashkari
2023	J	`jnl`	Security issues in Internet of Vehicles (IoV): A comprehensive survey. Internet Things Hamideh Taslimasa, Sajjad Dadkhah, Euclides Carlos Pinto Neto, Pulei Xiong, Suprio Ray, Ali A. Ghorbani
2023	C	`conf`	UCreDiSSiT: User Credibility Measurement incorporating Domain interest, Semantics in Social interactions, and Temporal factor. PST Rashid Hussain Khokhar, Sajjad Dadkhah, Tianhao Zhao, Xichen Zhang, Ali A. Ghorbani
2022	J	`jnl`	A Survey on IoT Profiling, Fingerprinting, and Identification. ACM Trans. Internet Things Miraqa Safi, Sajjad Dadkhah, Farzaneh Shoeleh, Hassan Mahdikhani, Heather Molyneaux, Ali A. Ghorbani
2022	J	`jnl`	A Trust-Influenced Smart Grid: A Survey and a Proposal. J. Sens. Actuator Networks Kwasi Boakye-Boateng, Ali A. Ghorbani, Arash Habibi Lashkari
2022	J	`jnl`	Achieving Efficient Secure Deduplication With User-Defined Access Control in Cloud. IEEE Trans. Dependable Secur. Comput. Xue Yang, Rongxing Lu, Jun Shao, Xiaohu Tang, Ali A. Ghorbani
2022	J	`jnl`	An entity matching-based image topic verification framework for online fact-checking. Int. J. Multim. Intell. Secur. Xichen Zhang, Sajjad Dadkhah, Samaneh Mahdavifar, Rongxing Lu, Ali A. Ghorbani
2022	J	`jnl`	An evaluation framework for industrial control system cyber incidents. Int. J. Crit. Infrastructure Prot. Mahdi Daghmehchi Firoozjaei, Nastaran Mahmoudyar, Yaser Baseri, Ali A. Ghorbani
2022	J	`jnl`	Are You a Cyborg, Bot or Human? - A Survey on Detecting Fake News Spreaders. IEEE Access Wajiha Shahid, Yiran Li, Dakota Staples, Gulshan Amin Gilkar, Saqib Hakak, Ali A. Ghorbani
2022	Misc	`conf`	Classification and Analysis of Adversarial Machine Learning Attacks in IoT: a Label Flipping Attack Case Study. FRUCT Mahdi Abrishami, Sajjad Dadkhah, Euclides Carlos Pinto Neto, Pulei Xiong, Shahrear Iqbal, Suprio Ray, Ali A. Ghorbani
2022	C	`conf`	Collaborative DDoS Detection in Distributed Multi-Tenant IoT using Federated Learning. PST Euclides Carlos Pinto Neto, Sajjad Dadkhah, Ali A. Ghorbani
2022	J	`jnl`	Data breach: analysis, countermeasures and challenges. Int. J. Inf. Comput. Secur. Xichen Zhang, Mohammad Mehdi Yadollahi, Sajjad Dadkhah, Haruna Isah, Duc-Phong Le, Ali A. Ghorbani
2022	J	`jnl`	Effective and Efficient Hybrid Android Malware Classification Using Pseudo-Label Stacked Auto-Encoder. J. Netw. Syst. Manag. Samaneh Mahdavifar, Dima Alhadidi, Ali A. Ghorbani
2022	C	`conf`	Efficient and Privacy-preserving Worker Selection in Mobile Crowdsensing Over Tentative Future Trajectories. PST Xichen Zhang, Songnian Zhang, Suprio Ray, Ali A. Ghorbani
2022	C	`conf`	Evaluating Deep Learning-based NIDS in Adversarial Settings. ICISSP Hesamodin Mohammadian, Arash Habibi Lashkari, Ali A. Ghorbani
2022	J	`jnl`	FedSky: An Efficient and Privacy-Preserving Scheme for Federated Mobile Crowdsensing. IEEE Internet Things J. Xichen Zhang, Rongxing Lu, Jun Shao, Fengwei Wang, Hui Zhu, Ali A. Ghorbani
2022	J	`jnl`	Improved fault analysis on SIMECK ciphers. J. Cryptogr. Eng. Duc-Phong Le, Rongxing Lu, Ali A. Ghorbani
2022	J	`jnl`	Preventing proof-of-work mining attacks. Inf. Sci. Hamid Azimy, Ali A. Ghorbani, Ebrahim Bagheri
2022	—	`conf`	Privacy-preserving Worker Selection in Mobile Crowdsensing over Spatial-temporal Constraints. ICC Xichen Zhang, Rongxing Lu, Songnian Zhang, Suprio Ray, Ali A. Ghorbani
2022	J	`jnl`	QKeyShield: A Practical Receiver-Device-Independent Entanglement-Swapping-Based Quantum Key Distribution. IEEE Access Mohammed Aldarwbi, Ali A. Ghorbani, Arash Habibi Lashkari
2022	J	`jnl`	The sound of intrusion: A novel network intrusion detection system. Comput. Electr. Eng. Mohammed Aldarwbi, Arash Habibi Lashkari, Ali A. Ghorbani
2022	—	`conf`	Threshold based Technique to Detect Anomalies using Log Files. ICMLT Toluwalope David Akande, Barjinder Kaur, Sajjad Dadkhah, Ali A. Ghorbani
2022	C	`conf`	Towards the Development of a Realistic Multidimensional IoT Profiling Dataset. PST Sajjad Dadkhah, Hassan Mahdikhani, Priscilla Kyei Danso, Alireza Zohourian, Kevin Anh Truong, Ali A. Ghorbani
2021	C	`conf`	A Novel Trust Model In Detecting Final-Phase Attacks in Substations. PST Kwasi Boakye-Boateng, Ali A. Ghorbani, Arash Habibi Lashkari
2021	—	`conf`	A feature exploration approach for IoT attack type classification. DASC/PiCom/CBDCom/CyberSciTech Masoud Erfani, Farzaneh Shoeleh, Sajjad Dadkhah, Barjinder Kaur, Pulei Xiong, Shahrear Iqbal, Suprio Ray, Ali A. Ghorbani
2021	J	`jnl`	A memory-based game-theoretic defensive approach for digital forensic investigators. Digit. Investig. Saeed Shafiee Hasanabadi, Arash Habibi Lashkari, Ali A. Ghorbani
2021	J	`jnl`	A real-time hostile activities analyses and detection system. Appl. Soft Comput. Sajjad Dadkhah, Farzaneh Shoeleh, Mohammad Mehdi Yadollahi, Xichen Zhang, Ali A. Ghorbani
2021	J	`jnl`	Achieving Efficient and Privacy-Preserving Multi-Domain Big Data Deduplication in Cloud. IEEE Trans. Serv. Comput. Xue Yang, Rongxing Lu, Jun Shao, Xiaohu Tang, Ali A. Ghorbani
2021	C	`conf`	Alternative Difficulty Adjustment Algorithms for Preventing Selfish Mining Attack. ICBC Hamid Azimy, Ali A. Ghorbani
2021	—	`conf`	Behavioural Monitoring and Security Profiling in the Internet of Things (IoT). HPCC/DSS/SmartCity/DependSys Miraqa Safi, Barjinder Kaur, Sajjad Dadkhah, Farzaneh Shoeleh, Arash Habibi Lashkari, Heather Molyneaux, Ali A. Ghorbani
2021	J	`jnl`	Classifying and clustering malicious advertisement uniform resource locators using deep learning. Comput. Intell. Xichen Zhang, Arash Habibi Lashkari, Ali A. Ghorbani
2021	J	`jnl`	Continuous Probabilistic Skyline Query for Secure Worker Selection in Mobile Crowdsensing. IEEE Internet Things J. Xichen Zhang, Rongxing Lu, Jun Shao, Hui Zhu, Ali A. Ghorbani
2021	J	`jnl`	KeyShield: A Scalable and Quantum-Safe Key Management Scheme. IEEE Open J. Commun. Soc. Mohammed Aldarwbi, Ali A. Ghorbani, Arash Habibi Lashkari
2021	J	`jnl`	On the causal relation between real world activities and emotional expressions of social media users. J. Assoc. Inf. Sci. Technol. Seyed Amin Mirlohi Falavarjani, Jelena Jovanovic, Hossein Fani, Ali A. Ghorbani, Zeinab Noorian, Ebrahim Bagheri
2021	—	`conf`	Recommending Location for Placing Data Collector in the OPC Classic. ICPS Abu Hena Al Muktadir, Ida S. R. Siahaan, Kwasi Boakye-Boateng, Dongyang Xu, Ali A. Ghorbani
2021	—	`conf`	RiskISM: A Risk Assessment Tool for Substations. iSCI Kwasi Boakye-Boateng, Ali A. Ghorbani, Arash Habibi Lashkari
2021	—	`conf`	Robust Black-box Watermarking for Deep Neural Network using Inverse Document Frequency. DASC/PiCom/CBDCom/CyberSciTech Mohammad Mehdi Yadollahi, Farzaneh Shoeleh, Sajjad Dadkhah, Ali A. Ghorbani
2021	J	`jnl`	Robust Black-box Watermarking for Deep NeuralNetwork using Inverse Document Frequency. CoRR Mohammad Mehdi Yadollahi, Farzaneh Shoeleh, Sajjad Dadkhah, Ali A. Ghorbani
2021	—	`conf`	Sniffing Serial-Based Substation Devices: A Complement to Security-Centric Data Collection. ISGT-Europe Kwasi Boakye-Boateng, Ida S. R. Siahaan, Abu Hena Al Muktadir, Dongyang Xu, Ali A. Ghorbani
2021	B	`conf`	Spatio-Temporal Similarity based Privacy-Preserving Worker Selection in Mobile Crowdsensing. GLOBECOM Xichen Zhang, Rongxing Lu, Suprio Ray, Jun Shao, Ali A. Ghorbani
2021	C	`conf`	Towards Query-efficient Black-box Adversarial Attack on Text Classification Models. PST Mohammad Mehdi Yadollahi, Arash Habibi Lashkari, Ali A. Ghorbani
2021	C	`conf`	User Profiling on Universal Data Insights tool on IBM Cloud Pak for Security. PST Farzaneh Shoeleh, Masoud Erfani, Saeed Shafiee Hasanabadi, Duc-Phong Le, Arash Habibi Lashkari, Adam Frank, Ali A. Ghorbani
2021	J	`jnl`	Using Reduced Paths to Achieve Efficient Privacy-Preserving Range Query in Fog-Based IoT. IEEE Internet Things J. Hassan Mahdikhani, Rongxing Lu, Jun Shao, Ali A. Ghorbani
2021	C	`conf`	Verification Based Scheme to Restrict IoT Attacks. BDCAT Barjinder Kaur, Sajjad Dadkhah, Pulei Xiong, Shahrear Iqbal, Suprio Ray, Ali A. Ghorbani
2020	J	`jnl`	A game-theoretic defensive approach for forensic investigators against rootkits. Digit. Investig. Saeed Shafiee Hasanabadi, Arash Habibi Lashkari, Ali A. Ghorbani
2020	J	`jnl`	A survey and research challenges of anti-forensics: Evaluation of game-theoretic models in simulation of forensic agents' behaviour. Digit. Investig. Saeed Shafiee Hasanabadi, Arash Habibi Lashkari, Ali A. Ghorbani
2020	—	`conf`	Achieving Efficient and Privacy-Preserving Range Query in Fog-enhanced IoT with Bloom Filter. ICC Hassan Mahdikhani, Rongxing Lu, Yandong Zheng, Ali A. Ghorbani
2020	J	`jnl`	Achieving O(log³n) Communication-Efficient Privacy-Preserving Range Query in Fog-Based IoT. IEEE Internet Things J. Hassan Mahdikhani, Rongxing Lu, Yandong Zheng, Jun Shao, Ali A. Ghorbani
2020	J	`jnl`	An evaluation framework for privacy-preserving solutions applicable for blockchain-based internet-of-things platforms. Secur. Priv. Mahdi Daghmehchi Firoozjaei, Rongxing Lu, Ali A. Ghorbani
2020	J	`jnl`	An overview of online fake news: Characterization, detection, and discussion. Inf. Process. Manag. Xichen Zhang, Ali A. Ghorbani
2020	J	`jnl`	DeNNeS: deep embedded neural network expert system for detecting cyber attacks. Neural Comput. Appl. Samaneh Mahdavifar, Ali A. Ghorbani
2020	—	`conf`	Dynamic Android Malware Category Classification using Semi-Supervised Deep Learning. DASC/PiCom/CBDCom/CyberSciTech Samaneh Mahdavifar, Andi Fitriah Abdul Kadir, Rasool Fatemi, Dima Alhadidi, Ali A. Ghorbani
2020	B	`conf`	Ensemble of Hierarchical Temporal Memory for Anomaly Detection. DSAA Farzaneh Shoeleh, Masoud Erfani, Duc-Phong Le, Ali A. Ghorbani
2020	—	`conf`	Feature Extraction Approach to Unearth Domain Generating Algorithms (DGAs). DASC/PiCom/CBDCom/CyberSciTech Shubhangi Upadhyay, Ali A. Ghorbani
2020	—	`conf`	Financial Fraud Detection using Deep Support Vector Data Description. IEEE BigData Masoud Erfani, Farzaneh Shoeleh, Ali A. Ghorbani
2020	J	`jnl`	Hy-Bridge: A Hybrid Blockchain for Privacy-Preserving and Trustful Energy Transactions in Internet-of-Things Platforms. Sensors Mahdi Daghmehchi Firoozjaei, Ali A. Ghorbani, Hyoungshick Kim, JaeSeung Song
2020	J	`jnl`	Improved Fault Analysis on SIMECK Ciphers. CoRR Duc-Phong Le, Rongxing Lu, Ali A. Ghorbani
2020	J	`jnl`	Improved Fault Analysis on SIMECK Ciphers. IACR Cryptol. ePrint Arch. Duc-Phong Le, Rongxing Lu, Ali A. Ghorbani
2020	J	`jnl`	Memory-Efficient Random Order Exponentiation Algorithm. IEEE Access Duc-Phong Le, Ali A. Ghorbani
2020	—	`conf`	On The Generation of Unrestricted Adversarial Examples. DSN Workshops Mehrgan Khoshpasand, Ali A. Ghorbani
2020	J	`jnl`	Secure and Efficient Probabilistic Skyline Computation for Worker Selection in MCS. IEEE Internet Things J. Xichen Zhang, Rongxing Lu, Jun Shao, Hui Zhu, Ali A. Ghorbani
2019	C	`conf`	A New Multisignature Scheme with Public Key Aggregation for Blockchain. PST Duc-Phong Le, Guomin Yang, Ali A. Ghorbani
2019	J	`jnl`	A Survey on User Profiling Model forAnomaly Detection in Cyberspace. J. Cyber Secur. Mobil. Arash Habibi Lashkari, Min Chen, Ali A. Ghorbani
2019	—	`conf`	Achieve Secure and Efficient Skyline Computation for Worker Selection in Mobile Crowdsensing. WCSP Xichen Zhang, Rongxing Lu, Jun Shao, Hui Zhu, Ali A. Ghorbani
2019	J	`jnl`	Achieving Privacy-Preserving Subset Aggregation in Fog-Enhanced IoT. IEEE Access Hassan Mahdikhani, Samaneh Mahdavifar, Rongxing Lu, Hui Zhu, Ali A. Ghorbani
2019	J	`jnl`	An evaluation framework for network security visualizations. Comput. Secur. Iman Sharafaldin, Arash Habibi Lashkari, Ali A. Ghorbani
2019	J	`jnl`	Application of deep learning to cybersecurity: A survey. Neurocomputing Samaneh Mahdavifar, Ali A. Ghorbani
2019	C	`conf`	Competitive Selfish Mining. PST Hamid Azimy, Ali A. Ghorbani
2019	J	`jnl`	DDH-based Multisignatures with Public Key Aggregation. IACR Cryptol. ePrint Arch. Duc-Phong Le, Guomin Yang, Ali A. Ghorbani
2019	—	`conf`	Developing Realistic Distributed Denial of Service (DDoS) Attack Dataset and Taxonomy. ICCST Iman Sharafaldin, Arash Habibi Lashkari, Saqib Hakak, Ali A. Ghorbani
2019	C	`conf`	EVChain: A Blockchain-based Credit Sharing in Electric Vehicles Charging. PST Mahdi Daghmehchi Firoozjaei, Ali A. Ghorbani, Hyoungshick Kim, JaeSeung Song
2019	C	`conf`	Generating Phishing Emails Using Graph Database. ISPEC Nasim Maleki, Ali A. Ghorbani
2019	J	`jnl`	Neural embedding-based indices for semantic search. Inf. Process. Manag. Fatemeh Lashkari, Ebrahim Bagheri, Ali A. Ghorbani
2019	B	`conf`	On the causal relation between users' real-world activities and their affective processes. ASONAM Seyed Amin Mirlohi Falavarjani, Ebrahim Bagheri, Ssu Yu Zoe Chou, Jelena Jovanovic, Ali A. Ghorbani
2019	—	`conf`	Scalable Privacy-Preserving Query Processing over Ethereum Blockchain. Blockchain Shlomi Linoy, Hassan Mahdikhani, Suprio Ray, Rongxing Lu, Natalia Stakhanova, Ali A. Ghorbani
2019	J	`jnl`	The reflection of offline activities on users' online social behavior: An observational study. Inf. Process. Manag. Seyed Amin Mirlohi Falavarjani, Fattane Zarrinkalam, Jelena Jovanovic, Ebrahim Bagheri, Ali A. Ghorbani
2019	J	`jnl`	Towards insider threats detection in smart grid communication systems. IET Commun. Beibei Li, Rongxing Lu, Gaoxi Xiao, Haiyong Bao, Ali A. Ghorbani
2018	C	`ed.`	16th Annual Conference on Privacy, Security and Trust, PST 2018, Belfast, Northern Ireland, Uk, August 28-30, 2018 PST Kieran McLaughlin, Ali A. Ghorbani, Sakir Sezer, Rongxing Lu, Liqun Chen, Robert H. Deng, Paul Miller, Stephen Marsh, Jason R. C. Nurse
2018	—	`conf`	A Detailed Analysis of the CICIDS2017 Data Set. ICISSP (Revised Selected Papers) Iman Sharafaldin, Arash Habibi Lashkari, Ali A. Ghorbani
2018	J	`jnl`	A Privacy-Preserving Online Medical Prediagnosis Scheme for Cloud Environment. IEEE Access Wei Guo, Jun Shao, Rongxing Lu, Yi-Ning Liu, Ali A. Ghorbani
2018	—	`conf`	Authorship Attribution of Android Apps. CODASPY Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani
2018	C	`conf`	EagleEye: A Novel Visual Anomaly Detection Method. PST Iman Sharafaldin, Ali A. Ghorbani
2018	J	`jnl`	OTP-IoT: An ownership transfer protocol for the Internet of Things. J. Inf. Secur. Appl. Mohammad Saiful Islam Mamun, Chunhua Su, Anjia Yang, Atsuko Miyaji, Ali A. Ghorbani
2018	B	`conf`	PAMA: A Proactive Approach to Mitigate False Data Injection Attacks in Smart Grids. GLOBECOM Beibei Li, Rongxing Lu, Gaoxi Xiao, Zhou Su, Ali A. Ghorbani
2018	C	`ed.`	Security and Privacy in Communication Networks - 13th International Conference, SecureComm 2017, Niagara Falls, ON, Canada, October 22-25, 2017, Proceedings SecureComm Xiaodong Lin, Ali A. Ghorbani, Kui Ren, Sencun Zhu, Aiqing Zhang
2018	—	`ed.`	Security and Privacy in Communication Networks - SecureComm 2017 International Workshops, ATCS and SePrIoT, Niagara Falls, ON, Canada, October 22-25, 2017, Proceedings ATCS/SePrIoT@SecureComm Xiaodong Lin, Ali A. Ghorbani, Kui Ren, Sencun Zhu, Aiqing Zhang
2018	J	`jnl`	SupAUTH: A new approach to supply chain authentication for the IoT. Comput. Intell. Mohammad Saiful Islam Mamun, Ali A. Ghorbani, Atsuko Miyaji, Uyen Trang Nguyen
2018	—	`conf`	The Next Generation of Robust Linux Memory Acquisition Technique via Sequential Memory Dumps at Designated Time Intervals. ICCST Saeed Shafiee Hasanabadi, Arash Habibi Lashkari, Ali A. Ghorbani
2018	—	`conf`	Toward Developing a Systematic Approach to Generate Benchmark Android Malware Datasets and Classification. ICCST Arash Habibi Lashkari, Andi Fitriah Abdul Kadir, Laya Taheri, Ali A. Ghorbani
2018	C	`conf`	Toward Generating a New Intrusion Detection Dataset and Intrusion Traffic Characterization. ICISSP Iman Sharafaldin, Arash Habibi Lashkari, Ali A. Ghorbani
2018	J	`jnl`	Understanding Android Financial MalwareAttacks: Taxonomy, Characterization, and Challenges. J. Cyber Secur. Mobil. Andi Fitriah Abdul Kadir, Natalia Stakhanova, Ali A. Ghorbani
2017	C	`conf`	A Lightweight Online Advertising Classification System using Lexical-based Features. SECRYPT Xichen Zhang, Arash Habibi Lashkari, Ali A. Ghorbani
2017	J	`jnl`	A Lightweight Privacy-Preserving Data Aggregation Scheme for Fog Computing-Enhanced IoT. IEEE Access Rongxing Lu, Kevin Heung, Arash Habibi Lashkari, Ali A. Ghorbani
2017	—	`conf`	A Survey Leading to a New Evaluation Framework for Network-based Botnet Detection. ICCNS Arash Habibi Lashkari, Gerard Draper-Gil, Jonathan Edward Keenan, Kenneth Fon Mbah, Ali A. Ghorbani
2017	—	`conf`	BotViz: A memory forensic-based botnet detection and visualization approach. ICCST Iman Sharafaldin, Amirhossein Gharib, Arash Habibi Lashkari, Ali A. Ghorbani
2017	—	`conf`	CIC-AB: Online ad blocker for browsers. ICCST Arash Habibi Lashkari, Amy Seo, Gerard Drapper Gil, Ali A. Ghorbani
2017	C	`conf`	Characterization of Tor Traffic using Time based Features. ICISSP Arash Habibi Lashkari, Gerard Draper-Gil, Mohammad Saiful Islam Mamun, Ali A. Ghorbani
2017	B	`conf`	DNA-Droid: A Real-Time Android Ransomware Detection Framework. NSS Amirhossein Gharib, Ali A. Ghorbani
2017	J	`jnl`	Detecting HTTP-based application layer DoS attacks on web servers in the presence of sampling. Comput. Networks Hossein Hadian Jazi, Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani
2017	J	`jnl`	Efficient indexing for semantic search. Expert Syst. Appl. Fatemeh Lashkari, Faezeh Ensan, Ebrahim Bagheri, Ali A. Ghorbani
2017	Misc	`conf`	EfficientPMM: Finite Automata Based Efficient Pattern Matching Machine. ICCS Ramanpreet Singh, Ali A. Ghorbani
2017	C	`conf`	Towards a Network-Based Framework for Android Malware Detection and Characterization. PST Arash Habibi Lashkari, Andi Fitriah Abdul Kadir, Hugo Gonzalez, Kenneth Fon Mbah, Ali A. Ghorbani
2016	J	`jnl`	A network based document management model to prevent data extrusion. Comput. Secur. Kamran Morovati, Sanjay Kadam, Ali A. Ghorbani
2016	C	`conf`	Characterization of Encrypted and VPN Traffic using Time-related Features. ICISSP Gerard Draper-Gil, Arash Habibi Lashkari, Mohammad Saiful Islam Mamun, Ali A. Ghorbani
2016	B	`conf`	Context Free Frequently Asked Questions Detection Using Machine Learning Techniques. WI Fatemeh Razzaghi, Hamed Minaee, Ali A. Ghorbani
2016	B	`conf`	Detecting Malicious URLs Using Lexical Analysis. NSS Mohammad Saiful Islam Mamun, Mohammad Ahmad Rathore, Arash Habibi Lashkari, Natalia Stakhanova, Ali A. Ghorbani
2016	C	`conf`	Dynamic graph-based malware classifier. PST Hossein Hadian Jazi, Ali A. Ghorbani
2016	C	`conf`	Measuring code reuse in Android apps. PST Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani
2016	J	`jnl`	SMS-Based Mobile Botnet Detection Framework Using Intelligent Agents. J. Cyber Secur. Mobil. Abdullah J. Alzahrani, Ali A. Ghorbani
2016	—	`conf`	SMS-Based Mobile Botnet Detection Module. ICITCS Abdullah J. Alzahrani, Ali A. Ghorbani
2016	J	`jnl`	Semantic Disambiguation and Linking of Quantitative Mentions in Textual Content. Int. J. Semantic Comput. Mehrnaz Ghashghaei, Ebrahim Bagheri, John Cuzzola, Ali A. Ghorbani, Zeinab Noorian
2016	—	`conf`	Towards Android malware detection using intelligent agents. ISAMSR Abdullah J. Alzahrani, Ali A. Ghorbani
2015	C	`ed.`	13th Annual Conference on Privacy, Security and Trust, PST 2015, Izmir, Turkey, July 21-23, 2015 PST Ali A. Ghorbani, Vicenç Torra, Hüseyin Hisil, Ali Miri, Ahmet Koltuksuz, Jie Zhang, Murat Sensoy, Joaquín García-Alfaro, Ibrahim Zincir
2015	B	`conf`	A Performance Evaluation of Hash Functions for IP Reputation Lookup Using Bloom Filters. ARES Marc Antoine Gosselin-Lavigne, Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani
2015	C	`conf`	An Entropy Based Encrypted Traffic Classifier. ICICS Mohammad Saiful Islam Mamun, Ali A. Ghorbani, Natalia Stakhanova
2015	J	`jnl`	Application-layer denial of service attacks: taxonomy and survey. Int. J. Inf. Comput. Secur. Georgios Mantas, Natalia Stakhanova, Hugo Gonzalez, Hossein Hadian Jazi, Ali A. Ghorbani
2015	—	`conf`	Exploring reverse engineering symptoms in Android apps. EUROSEC Hugo Gonzalez, Andi A. Kadir, Natalia Stakhanova, Abdullah J. Alzahrani, Ali A. Ghorbani
2015	C	`conf`	Real-time signature-based detection approach for SMS botnet. PST Abdullah J. Alzahrani, Ali A. Ghorbani
2015	—	`conf`	Semantic Annotation of Quantitative Textual Content. LD4IE@ISWC Mehrnaz Ghashghaei, John Cuzzola, Ebrahim Bagheri, Ali A. Ghorbani
2014	J	`jnl`	A mathematical exploitation of simulated uniform scanning botnet propagation dynamics for early stage detection and management. J. Comput. Virol. Hacking Tech. Julian L. Rrushi, Ali A. Ghorbani
2014	J	`jnl`	Characterizing Evaluation Practicesof Intrusion Detection Methodsfor Smartphones. J. Cyber Secur. Mobil. Abdullah J. Alzahrani, Nataliav Stakhanoa, Hugo Gonzalez, Ali A. Ghorbani
2014	—	`conf`	DroidKin: Lightweight Detection of Android Apps Similarity. SecureComm (1) Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani
2014	—	`conf`	Towards effective feature selection in machine learning-based botnet detection approaches. CNS Elaheh Biglar Beigi Samani, Hossein Hadian Jazi, Natalia Stakhanova, Ali A. Ghorbani
2013	—	`conf`	A Structure for Opinion in Social Domains. SocialCom Mostafa Karamibekr, Ali A. Ghorbani
2013	Misc	`conf`	Automated malware classification based on network behavior. ICNC Saeed Nari, Ali A. Ghorbani
2013	J	`jnl`	Botnet detection based on traffic behavior analysis and flow intervals. Comput. Secur. David Zhao, Issa Traoré, Bassam Sayed, Wei Lu, Sherif Saad, Ali A. Ghorbani, Daniel Garant
2013	—	`conf`	Classifying Organizational Roles Using Email Social Networks. Canadian AI Abtin Zohrabi Aliabadi, Fatemeh Razzaghi, Seyed Pooria Madani Kochak, Ali A. Ghorbani
2013	C	`ed.`	Eleventh Annual International Conference on Privacy, Security and Trust, PST 2013, 10-12 July, 2013, Tarragona, Catalonia, Spain, July 10-12, 2013 PST Jordi Castellà-Roca, Josep Domingo-Ferrer, Joaquín García-Alfaro, Ali A. Ghorbani, Christian Damsgaard Jensen, Jesús A. Manjón, Iosif-Viorel Onut, Natalia Stakhanova, Vicenç Torra, Jie Zhang
2013	—	`conf`	Lexical-Syntactical Patterns for Subjectivity Analysis of Social Issues. AMT Mostafa Karamibekr, Ali A. Ghorbani
2013	—	`conf`	Sentence Subjectivity Analysis in Social Domains. Web Intelligence Mostafa Karamibekr, Ali A. Ghorbani
2013	J	`jnl`	Using Artificial Immune System and Fuzzy Logic for Alert Correlation. Int. J. Netw. Secur. Mehdi Bateni, Ahmad Baraani, Ali A. Ghorbani
2012	—	`conf`	A New Framework for Publishing and Sharing Network and Security Datasets. SC Companion Mohammed S. Gadelrab, Ali A. Ghorbani
2012	J	`jnl`	A Survey of Visualization Systems for Network Security. IEEE Trans. Vis. Comput. Graph. Hadi Shiravi, Ali Shiravi, Ali A. Ghorbani
2012	—	`ed.`	Active Media Technology - 8th International Conference, AMT 2012, Macau, China, December 4-7, 2012. Proceedings AMT Runhe Huang, Ali A. Ghorbani, Gabriella Pasi, Takahira Yamaguchi, Neil Y. Yen, Beijing Jin
2012	J	`jnl`	Alert correlation using artificial immune recognition system. Int. J. Bio Inspired Comput. Mehdi Bateni, Ahmad Baraani, Ali A. Ghorbani
2012	C	`conf`	Group Behavior Metrics for P2P Botnet Detection. ICICS John Felix Charles Joseph, Ali A. Ghorbani
2012	J	`jnl`	Improved competitive learning neural networks for network intrusion and fraud detection. Neurocomputing John Zhong Lei, Ali A. Ghorbani
2012	J	`jnl`	Multi-layer episode filtering for the multi-step attack detection. Comput. Commun. Mahboobeh Soleimani, Ali A. Ghorbani
2012	Misc	`conf`	Peer to Peer Botnet Detection Based on Flow Intervals. SEC David Zhao, Issa Traoré, Ali A. Ghorbani, Bassam Sayed, Sherif Saad, Wei Lu
2012	—	`conf`	Sentiment Analysis of Social Issues. SocialInformatics Mostafa Karamibekr, Ali A. Ghorbani
2012	J	`jnl`	Toward developing a systematic approach to generate benchmark datasets for intrusion detection. Comput. Secur. Ali Shiravi, Hadi Shiravi, Mahbod Tavallaee, Ali A. Ghorbani
2012	—	`conf`	Verb Oriented Sentiment Classification. Web Intelligence Mostafa Karamibekr, Ali A. Ghorbani
2011	A	`conf`	A statistical approach to botnet virulence estimation. AsiaCCS Julian L. Rrushi, Ehsan Mokhtari, Ali A. Ghorbani
2011	—	`ed.`	Active Media Technology - 7th International Conference, AMT 2011, Lanzhou, China, September 7-9, 2011. Proceedings AMT Ning Zhong, Vic Callaghan, Ali A. Ghorbani, Bin Hu
2011	J	`jnl`	Clustering botnet communication traffic based on n-gram feature selection. Comput. Commun. Wei Lu, Goaletsa Rammidi, Ali A. Ghorbani
2011	C	`conf`	Detecting P2P botnets through network behavior analysis and machine learning. PST Sherif Saad, Issa Traoré, Ali A. Ghorbani, Bassam Sayed, David Zhao, Wei Lu, John Felix, Payman Hakimian
2011	J	`jnl`	Estimating botnet virulence within mathematical models of botnet propagation dynamics. Comput. Secur. Julian L. Rrushi, Ehsan Mokhtari, Ali A. Ghorbani
2011	—	`conf`	Exploring network-based malware classification. MALWARE Natalia Stakhanova, Mathieu Couture, Ali A. Ghorbani
2011	—	`conf`	People's Opinion, People's Nexus, People's Security and Computational Intelligence: The Evolution Continues. AMT Ali A. Ghorbani
2011	—	`conf`	People's Opinion, People's Nexus, People's Security and Computational Intelligence: The Evolution Continues. Brain Informatics Ali A. Ghorbani
2011	C	`conf`	Situational Assessment of Intrusion Alerts: A Multi Attack Scenario Evaluation. ICICS Hadi Shiravi, Ali Shiravi, Ali A. Ghorbani
2011	—	`conf`	VisVerND: Visual Verification of Network Traffic Dataset. CNSR John Felix Charles Joseph, Ali A. Ghorbani
2010	J	`jnl`	A Model for the Integration of Prioritized Knowledge Bases Through Subjective Belief Games. IEEE Trans. Syst. Man Cybern. Part A Ebrahim Bagheri, Ali A. Ghorbani
2010	B	`conf`	An Online Adaptive Approach to Alert Correlation. DIMVA Hanli Ren, Natalia Stakhanova, Ali A. Ghorbani
2010	J	`jnl`	An exploratory classification of applications in the realm of collaborative modeling and design. Inf. Syst. E Bus. Manag. Ebrahim Bagheri, Ali A. Ghorbani
2010	—	`conf`	Automatic Discovery of Network Applications: A Hybrid Approach. Canadian AI Mahbod Tavallaee, Wei Lu, Ebrahim Bagheri, Ali A. Ghorbani
2010	C	`conf`	IDS Alert Visualization and Monitoring through Heuristic Host Selection. ICICS Hadi Shiravi, Ali Shiravi, Ali A. Ghorbani
2010	—	`conf`	Managing intrusion detection rule sets. EUROSEC Natalia Stakhanova, Ali A. Ghorbani
2010	—	`book`	Network Intrusion Detection and Prevention - Concepts and Techniques Ali A. Ghorbani, Wei Lu, Mahbod Tavallaee
2010	—	`ed.`	Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2010, Toronto, Canada, August 31 - September 3, 2010 IAT Jimmy Xiangji Huang, Ali A. Ghorbani, Mohand-Said Hacid, Takahira Yamaguchi
2010	C	`conf`	Selective Regular Expression Matching. ISC Natalia Stakhanova, Hanli Ren, Ali A. Ghorbani
2010	J	`jnl`	The analysis and management of non-canonical requirement specifications through a belief integration game. Knowl. Inf. Syst. Ebrahim Bagheri, Ali A. Ghorbani
2010	J	`jnl`	Toward Credible Evaluation of Anomaly-Based Intrusion-Detection Methods. IEEE Trans. Syst. Man Cybern. Part C Mahbod Tavallaee, Natalia Stakhanova, Ali A. Ghorbani
2010	J	`jnl`	UML-CI: A reference model for profiling critical infrastructure systems. Inf. Syst. Frontiers Ebrahim Bagheri, Ali A. Ghorbani
2010	—	`conf`	Y-Means: An Autonomous Clustering Algorithm. HAIS (1) Ali A. Ghorbani, Iosif-Viorel Onut
2009	J	`jnl`	A belief-theoretic framework for the collaborative development and integration of para-consistent conceptual models. J. Syst. Softw. Ebrahim Bagheri, Ali A. Ghorbani
2009	—	`conf`	A detailed analysis of the KDD CUP 99 data set. CISDA Mahbod Tavallaee, Ebrahim Bagheri, Wei Lu, Ali A. Ghorbani
2009	—	`conf`	An Iterative Hybrid Filter-Wrapper Approach to Feature Selection for Document Clustering. Canadian AI Mohammad-Amin Jashki, Majid Makki, Ebrahim Bagheri, Ali A. Ghorbani
2009	J	`jnl`	An incremental frequent structure mining framework for real-time alert correlation. Comput. Secur. Reza Sadoddin, Ali A. Ghorbani
2009	J	`jnl`	Astrolabe: A Collaborative Multiperspective Goal-Oriented Risk Analysis Methodology. IEEE Trans. Syst. Man Cybern. Part A Ebrahim Bagheri, Ali A. Ghorbani
2009	A	`conf`	Automatic discovery of botnet communities on large-scale communication networks. AsiaCCS Wei Lu, Mahbod Tavallaee, Ali A. Ghorbani
2009	—	`conf`	BotCop: An Online Botnet Traffic Classifier. CNSR Wei Lu, Mahbod Tavallaee, Goaletsa Rammidi, Ali A. Ghorbani
2009	B	`conf`	Hybrid Traffic Classification Approach Based on Decision Tree. GLOBECOM Wei Lu, Mahbod Tavallaee, Ali A. Ghorbani
2009	J	`jnl`	Network Anomaly Detection Based on Wavelet Analysis. EURASIP J. Adv. Signal Process. Wei Lu, Ali A. Ghorbani
2009	—	`conf`	Online Classification of Network Flows. CNSR Mahbod Tavallaee, Wei Lu, Ali A. Ghorbani
2009	J	`jnl`	SWAMI: A Multiagent, Active Representation of a User's Browsing Interests. Int. J. Inf. Technol. Web Eng. Mark Kilfoil, Ali A. Ghorbani
2008	B	`conf`	A Behavioral Model of Ideologically-motivated "Snowball" Attacks. ARES Natalia Stakhanova, Oleg Stakhanov, Ali A. Ghorbani
2008	—	`conf`	A Belief-Theoretic Reputation Estimation Model for Multi-context Communities. Canadian AI Ebrahim Bagheri, M. Barouni-Ebrahimi, Reza Zafarani, Ali A. Ghorbani
2008	—	`conf`	A Comprehensive Fuzzy Logic Model for Feature Performance Assessment against Network Attacks. HICSS Iosif-Viorel Onut, Ali A. Ghorbani
2008	—	`conf`	A Frequency Mining-Based Algorithm for Re-ranking Web Search Engine Retrievals. Canadian AI M. Barouni-Ebrahimi, Ebrahim Bagheri, Ali A. Ghorbani
2008	—	`conf`	A Novel Approach for Social Behavior Analysis of the Blogosphere. Canadian AI Reza Zafarani, Mohammad-Amin Jashki, Hamidreza Baghi, Ali A. Ghorbani
2008	—	`conf`	A Novel Covariance Matrix Based Approach for Detecting Network Anomalies. CNSR Mahbod Tavallaee, Wei Lu, Shah Arif Iqbal, Ali A. Ghorbani
2008	J	`jnl`	A language for high-level description of adaptive web systems. J. Syst. Softw. S. Hossein Sadat-Mohtasham, Ali A. Ghorbani
2008	—	`conf`	An Empirical Analysis on the Stability of Clustering Algorithms. ICTAI (2) Reza Zafarani, Majid Makki, Ali A. Ghorbani
2008	J	`jnl`	An Interactive Search Assistant Architecture Based on Intrinsic Query Stream Characteristics. Comput. Intell. M. Barouni-Ebrahimi, Ali A. Ghorbani
2008	J	`jnl`	Approximate autoregressive modeling for network attack detection. J. Comput. Secur. Harshit Nayyar, Ali A. Ghorbani
2008	B	`conf`	Automating Architecture Trade-Off Decision Making through a Complex Multi-attribute Decision Process. ECSA Majid Makki, Ebrahim Bagheri, Ali A. Ghorbani
2008	B	`conf`	Botnets Detection Based on IRC-Community. GLOBECOM Wei Lu, Ali A. Ghorbani
2008	A	`conf`	Bots Behaviors vs. Human Behaviors on Large-Scale Communication Networks (Extended Abstract). RAID Wei Lu, Ali A. Ghorbani
2008	—	`conf`	Critical Episode Mining in Intrusion Detection Alerts. CNSR Mahboobeh Soleimani, Ali A. Ghorbani
2008	—	`conf`	Detecting Network Anomalies Using Different Wavelet Basis Functions. CNSR Wei Lu, Mahbod Tavallaee, Ali A. Ghorbani
2008	—	`conf`	Experiences on the Belief-Theoretic Integration of Para-consistent Conceptual Models. Australian Software Engineering Conference Ebrahim Bagheri, Ali A. Ghorbani
2008	J	`jnl`	Guest Editors' Introduction. J. Comput. Secur. George O. M. Yee, Ali A. Ghorbani, Patrick C. K. Hung
2008	—	`conf`	On the Definition of Essential and Contingent Properties of Subjective Belief Bases. MICAI Ebrahim Bagheri, Ali A. Ghorbani
2008	—	`conf`	Oracle Clustering: Dynamic Partitioning Based on Random Observations. ICTAI (2) Reza Zafarani, Ali A. Ghorbani
2008	A*	`conf`	Real-time Alert Correlation Using Stream Data Mining Techniques. AAAI Reza Sadoddin, Ali A. Ghorbani
2008	J	`jnl`	The state of the art in critical infrastructure protection: a framework for convergence. Int. J. Crit. Infrastructures Ali A. Ghorbani, Ebrahim Bagheri
2008	—	`conf`	Towards a Belief-Theoretic Model for Collaborative Conceptual Model Development. HICSS Ebrahim Bagheri, Ali A. Ghorbani
2007	—	`conf`	A Comparative Study of Unsupervised Machine Learning and Data Mining Techniques for Intrusion Detection. MLDM Reza Sadoddin, Ali A. Ghorbani
2007	J	`jnl`	A Feature Classification Scheme For Network Intrusion Detection. Int. J. Netw. Secur. Iosif-Viorel Onut, Ali A. Ghorbani
2007	—	`conf`	A Fuzzy Markov Model Approach for Predicting User Navigation. Web Intelligence Ali A. Ghorbani, Xiaowen Xu
2007	—	`conf`	A Novel Approach for Frequent Phrase Mining in Web Search Engine Query Streams. CNSR M. Barouni-Ebrahimi, Ali A. Ghorbani
2007	J	`jnl`	A Rule-based Temporal Alert Correlation System. Int. J. Netw. Secur. Peyman Kabiri, Ali A. Ghorbani
2007	J	`jnl`	A familiarity-based trust model for effective selection of sellers in multiagent e-commerce systems. Int. J. Inf. Sec. Jie Zhang, Ali A. Ghorbani, Robin Cohen
2007	—	`conf`	A framework for distributed collaborative conceptual model development. OOPSLA Companion Ebrahim Bagheri, Ali A. Ghorbani
2007	J	`jnl`	An agent-based service-oriented simulation suite for critical infrastructure behaviour analysis. Int. J. Bus. Process. Integr. Manag. Ebrahim Bagheri, Hamidreza Baghi, Ali A. Ghorbani, Alireza Yari
2007	—	`conf`	Comparative Study of Supervised Machine Learning Techniques for Intrusion Detection. CNSR Farnaz Gharibian, Ali A. Ghorbani
2007	—	`conf`	ConnectA! : An Intelligent Search Engine based on Authors' Connectivity. CNSR Hamidreza Baghi, Mohammadreza Barouni-Ebrahimi, Ali A. Ghorbani, Reza Zafarani
2007	—	`conf`	Exploiting Trust and Suspicion for Real-time Attack Recognition in Recommender Applications. IFIPTM Ebrahim Bagheri, Ali A. Ghorbani
2007	C	`conf`	Features vs. Attacks: A Comprehensive Feature Selection Model for Network Based Intrusion Detection Systems. ISC Iosif-Viorel Onut, Ali A. Ghorbani
2007	—	`conf`	GUMSAWS: A Generic User Modeling Server for Adaptive Web Systems. CNSR Jie Zhang, Ali A. Ghorbani
2007	—	`conf`	On Query Completion in Web Search Engines Based on Query Stream Mining. Web Intelligence M. Barouni-Ebrahimi, Ali A. Ghorbani
2007	—	`conf`	On the Collaborative Development of Para-Consistent Conceptual Models. QSIC Ebrahim Bagheri, Ali A. Ghorbani
2007	—	`conf`	Risk Analysis in Critical Infrastructure Systems based on the Astrolabe Methodology. CNSR Ebrahim Bagheri, Ali A. Ghorbani
2007	J	`jnl`	SVision: A novel visual network-anomaly identification technique. Comput. Secur. Iosif-Viorel Onut, Ali A. Ghorbani
2006	C	`conf`	A Phrase Recommendation Algorithm Based on Query Stream Mining in Web Search Engines. WAW M. Barouni-Ebrahimi, Ali A. Ghorbani
2006	J	`jnl`	Alert Correlation for Extracting Attack Strategies. Int. J. Netw. Secur. Bin Zhu, Ali A. Ghorbani
2006	C	`conf`	Alert correlation survey: framework and techniques. PST Reza Sadoddin, Ali A. Ghorbani
2006	C	`conf`	An improved familiarity measurement for formalization of trust in e-commerce based multiagent systems. PST Jie Zhang, Ali A. Ghorbani, Robin Cohen
2006	C	`conf`	Approximate autoregressive modeling for network attack detection. PST Harshit Nayyar, Ali A. Ghorbani
2006	C	`conf`	Behavior analysis through reputation propagation in a multi-context environment. PST Ebrahim Bagheri, Ali A. Ghorbani
2006	—	`conf`	CIFS: a Trust-Based Multilayer Information Filtering System for Multi-Agent Mobile Information Systems. CNSR Eugenia Kondratova, Ali A. Ghorbani, Stephen Marsh
2006	C	`conf`	Design and implementation of a behavioral difference analyzer for network intrusion detection. PST Mehran Nadjarbashi-Noghani, Ali A. Ghorbani
2006	J	`jnl`	Putting labs online with Web services. IT Prof. Yuhong Yan, Yong Liang, Xinge Du, Hamadou Saliah-Hassane, Ali A. Ghorbani
2006	—	`conf`	Toward A Feature Classification Scheme For Network Intrusion Detection. CNSR Iosif-Viorel Onut, Ali A. Ghorbani
2006	C	`conf`	Towards an MDA-oriented UML profile for critical infrastructure modeling. PST Ebrahim Bagheri, Ali A. Ghorbani
2006	C	`conf`	Trust-based contextual information filtering. PST Eugenia Kondratova, Stephen Marsh, Ali A. Ghorbani
2005	—	`conf`	A Presentation Description Language for Adaptive Web Systems. CNSR Hossein Sadat, Ali A. Ghorbani
2005	—	`conf`	ARAS: Adaptive Recommender for Academic Scheduling. CNSR Mark Kilfoil, Wenpu Xing, Ali A. Ghorbani
2005	C	`conf`	Agent-oriented Design for Network Survivability. ISDA Mehdi Shajari, Ali A. Ghorbani
2005	—	`conf`	Category-based Similarity Algorithm for Semantic Similarity in Multi-agent Information Sharing Systems. IAT Sepideh Miralaei, Ali A. Ghorbani
2005	J	`jnl`	Incremental communication for adaptive resonance theory networks. IEEE Trans. Neural Networks Ming Chen, Ali A. Ghorbani, Virendrakumar C. Bhavsar
2005	—	`conf`	Information Domain Modeling for Adaptive Web Systems. Web Intelligence Wenpu Xing, Ali A. Ghorbani
2005	—	`conf`	PENS: A Personalized Electronic News System. CNSR Mehran Nadjarbashi-Noghani, Jie Zhang, Hossein Sadat, Ali A. Ghorbani
2005	J	`jnl`	Research on Intrusion Detection and Response: A Survey. Int. J. Netw. Secur. Peyman Kabiri, Ali A. Ghorbani
2005	C	`conf`	SVision: A Network Host-Centered Anomaly Visualization Technique. ISC Iosif-Viorel Onut, Bin Zhu, Ali A. Ghorbani
2005	—	`conf`	SWAMI: Searching the Web Using Agents with Mobility and Intelligence. Canadian AI Mark Kilfoil, Ali A. Ghorbani
2005	—	`conf`	Using Web Services to Control Remote Instruments for Online Experiment Systems. CSCWD (Selected papers) Yuhong Yan, Yong Liang, Xinge Du, Hamadou Saliah, Ali A. Ghorbani
2005	A*	`conf`	Value-Centric Trust Model with Improved Familiarity Measurement. IJCAI Jie Zhang, Ali A. Ghorbani
2004	C	`conf`	A novel visualization technique for network anomaly detection. PST Iosif-Viorel Onut, Bin Zhu, Ali A. Ghorbani
2004	C	`conf`	Application of Belief-Desire-Intention Agents in Intrusion Detection & Response. PST Mehdi Shajari, Ali A. Ghorbani
2004	B	`conf`	Classifying cognitive states from fMRI data using neural networks. IJCNN Iosif-Viorel Onut, Ali A. Ghorbani
2004	—	`conf`	Cooperative Multiagent Systems for the Optimization of Urban Traffic. IAT Elijah Bitting, Ali A. Ghorbani
2004	C	`conf`	Familiarity and Trust: Measuring Familiarity with a Web Site. PST Jie Zhang, Ali A. Ghorbani
2004	—	`conf`	Improving the Referrer-Based Web Log Session Reconstruction. CNSR Mehran Nadjarbashi-Noghani, Ali A. Ghorbani
2004	J	`jnl`	Introduction to Special Issue on Agent Technologies for Electronic Business. Comput. Intell. Ali A. Ghorbani
2004	—	`conf`	Network Intrusion Detection Using an Improved Competitive Learning Neural Network. CNSR John Zhong Lei, Ali A. Ghorbani
2004	—	`conf`	On the Evaluation of Adaptive Web Systems. Workshop on Web-based Support Systems Hossein Sadat, Ali A. Ghorbani
2004	J	`jnl`	Protecting e-commerce agents from defamation. Electron. Commer. Res. Appl. Elijah Bitting, Ali A. Ghorbani
2004	—	`conf`	The Reconstruction of User Sessions from a Server Log Using Improved Time-Oriented Heuristics. CNSR Jie Zhang, Ali A. Ghorbani
2004	—	`conf`	The Reconstruction of the Interleaved Sessions from a Server Log. Canadian AI John Zhong Lei, Ali A. Ghorbani
2004	J	`jnl`	Towards a formalization of value-centric trust in agent societies. Web Intell. Agent Syst. Jonathan Carter, Ali A. Ghorbani
2004	—	`conf`	Weighted PageRank Algorithm. CNSR Wenpu Xing, Ali A. Ghorbani
2003	—	`conf`	A Multiagent System for Optimizing Urban Traffic. IAT John France, Ali A. Ghorbani
2003	Misc	`conf`	Accent Classification Using Support Vector Machine and Hidden Markov Model. AI Hong Tang, Ali A. Ghorbani
2003	Misc	`conf`	An Unsupervised Clustering Algorithm for Intrusion Detection. AI Yu Guan, Ali A. Ghorbani, Nabil Belacel
2003	J	`jnl`	The ACORN multi-agent system. Web Intell. Agent Syst. Stephen Marsh, Ali A. Ghorbani, Virendra C. Bhavsar
2003	Misc	`conf`	Using Fuzzy System to Manage False Alarms in Intrusion Detection. SEC Mehdi Shajari, Ali A. Ghorbani
2003	—	`conf`	Value Centric Trust in Multiagent Systems. Web Intelligence Jonathan Carter, Ali A. Ghorbani
2002	J	`jnl`	Architectural Components of Information-Sharing Societies. Comput. Intell. Jonathan Carter, Ali A. Ghorbani, Stephen Marsh
2002	A	`conf`	Just-in-time information sharing architectures in multiagent systems. AAMAS Jonathan Carter, Ali A. Ghorbani, Stephen Marsh
2002	J	`jnl`	Reputation Formalization for an Information-Sharing Multi-Agent System. Comput. Intell. Jonathan Carter, Elijah Bitting, Ali A. Ghorbani
2001	Misc	`conf`	The Bottom-Up Freezing: An Approach to Neural Engineering. AI Ali Farzan, Ali A. Ghorbani
2000	Misc	`conf`	Accelerated Backpropagation Learning: Extended Dynamic Parallel Tangent Optimization Algorithm. AI Ali A. Ghorbani, Lila Bayat
2000	—	`conf`	Keyphrase-Based Information Sharing in the ACORN Multi-agent Architecture. MATA Hui Yu, Ali A. Ghorbani, Virendra C. Bhavsar, Stephen Marsh
1998	J	`jnl`	Incremental communication for multilayer neural networks: error analysis. IEEE Trans. Neural Networks Ali A. Ghorbani, Virendra C. Bhavsar
1996	—	`conf`	Limited precision incremental communication: error analysis. ICNN Ali A. Ghorbani, Virendrakumar C. Bhavsar
1995	J	`jnl`	Incremental communication for multilayer neural networks. IEEE Trans. Neural Networks Ali A. Ghorbani, Virendrakumar C. Bhavsar