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ORCIDAli A. Ghorbani 0001
Ali Akbar Ghorbani
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- affiliation: University of New Brunswick, Canada
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Books and Theses
- 2010
[b1]Ali A. Ghorbani, Wei Lu
, Mahbod Tavallaee:
Network Intrusion Detection and Prevention - Concepts and Techniques. Advances in Information Security 47, Springer 2010, ISBN 978-0-387-88770-8, pp. 1-198
Journal Articles
- 2024
- [j103]Euclides Carlos Pinto Neto, Sajjad Dadkhah, Somayeh Sadeghi, Heather Molyneaux, Ali A. Ghorbani:
A review of Machine Learning (ML)-based IoT security in healthcare: A dataset perspective. Comput. Commun. 213: 61-77 (2024) - [j102]Ehab Alkhateeb, Ali A. Ghorbani, Arash Habibi Lashkari:
A survey on run-time packers and mitigation techniques. Int. J. Inf. Sec. 23(2): 887-913 (2024) - [j101]Ehab Alkhateeb, Ali A. Ghorbani, Arash Habibi Lashkari:
Identifying Malware Packers through Multilayer Feature Engineering in Static Analysis. Inf. 15(2): 102 (2024) - [j100]Priscilla Kyei Danso, Sajjad Dadkhah, Euclides Carlos Pinto Neto, Alireza Zohourian, Heather Molyneaux, Rongxing Lu, Ali A. Ghorbani:
Transferability of Machine Learning Algorithm for IoT Device Profiling and Identification. IEEE Internet Things J. 11(2): 2322-2335 (2024) - [j99]Amin Mirlohi, Jalehsadat Mahdavimoghaddam, Jelena Jovanovic, Feras N. Al-Obeidat, Mehdi Khani, Ali A. Ghorbani, Ebrahim Bagheri:
Social Alignment Contagion in Online Social Networks. IEEE Trans. Comput. Soc. Syst. 11(1): 399-417 (2024) - [j98]Xichen Zhang, Sajjad Dadkhah, Alexander Gerald Weismann, Mohammad Amin Kanaani, Ali A. Ghorbani:
Multimodal Fake News Analysis Based on Image-Text Similarity. IEEE Trans. Comput. Soc. Syst. 11(1): 959-972 (2024) - [j97]Soheil Shirvani, Yaser Baseri, Ali A. Ghorbani:
Evaluation Framework for Electric Vehicle Security Risk Assessment. IEEE Trans. Intell. Transp. Syst. 25(1): 33-56 (2024) - 2023
- [j96]Hesamodin Mohammadian, Ali A. Ghorbani, Arash Habibi Lashkari:
A gradient-based approach for adversarial attack on deep learning-based network intrusion detection systems. Appl. Soft Comput. 137: 110173 (2023) - [j95]Barjinder Kaur, Sajjad Dadkhah, Farzaneh Shoeleh, Euclides Carlos Pinto Neto, Pulei Xiong, Shahrear Iqbal, Philippe Lamontagne, Suprio Ray, Ali A. Ghorbani:
Internet of Things (IoT) security dataset evolution: Challenges and future directions. Internet Things 22: 100780 (2023) - [j94]Alireza Zohourian, Sajjad Dadkhah, Euclides Carlos Pinto Neto, Hassan Mahdikhani, Priscilla Kyei Danso, Heather Molyneaux, Ali A. Ghorbani:
IoT Zigbee device security: A comprehensive review. Internet Things 22: 100791 (2023) - [j93]Hamideh Taslimasa, Sajjad Dadkhah, Euclides Carlos Pinto Neto, Pulei Xiong, Suprio Ray, Ali A. Ghorbani:
Security issues in Internet of Vehicles (IoV): A comprehensive survey. Internet Things 22: 100809 (2023) - [j92]Euclides Carlos Pinto Neto, Sajjad Dadkhah, Raphael Ferreira, Alireza Zohourian, Rongxing Lu, Ali A. Ghorbani:
CICIoT2023: A Real-Time Dataset and Benchmark for Large-Scale Attacks in IoT Environment. Sensors 23(13): 5941 (2023) - 2022
- [j91]Wajiha Shahid, Yiran Li, Dakota Staples, Gulshan Amin Gilkar, Saqib Hakak, Ali A. Ghorbani:
Are You a Cyborg, Bot or Human? - A Survey on Detecting Fake News Spreaders. IEEE Access 10: 27069-27083 (2022) - [j90]Mohammed Aldarwbi, Ali A. Ghorbani, Arash Habibi Lashkari:
QKeyShield: A Practical Receiver-Device-Independent Entanglement-Swapping-Based Quantum Key Distribution. IEEE Access 10: 107685-107702 (2022) - [j89]Mohammed Aldarwbi, Arash Habibi Lashkari, Ali A. Ghorbani:
The sound of intrusion: A novel network intrusion detection system. Comput. Electr. Eng. 104(Part): 108455 (2022) - [j88]Mahdi Daghmehchi Firoozjaei, Nastaran Mahmoudyar, Yaser Baseri, Ali A. Ghorbani:
An evaluation framework for industrial control system cyber incidents. Int. J. Crit. Infrastructure Prot. 36: 100487 (2022) - [j87]Xichen Zhang, Mohammad Mehdi Yadollahi, Sajjad Dadkhah, Haruna Isah, Duc-Phong Le, Ali A. Ghorbani:
Data breach: analysis, countermeasures and challenges. Int. J. Inf. Comput. Secur. 19(3/4): 402-442 (2022) - [j86]Xichen Zhang, Sajjad Dadkhah, Samaneh Mahdavifar, Rongxing Lu, Ali A. Ghorbani:
An entity matching-based image topic verification framework for online fact-checking. Int. J. Multim. Intell. Secur. 4(1): 65-85 (2022) - [j85]Xichen Zhang, Rongxing Lu, Jun Shao, Fengwei Wang, Hui Zhu, Ali A. Ghorbani:
FedSky: An Efficient and Privacy-Preserving Scheme for Federated Mobile Crowdsensing. IEEE Internet Things J. 9(7): 5344-5356 (2022) - [j84]Hamid Azimy, Ali A. Ghorbani, Ebrahim Bagheri:
Preventing proof-of-work mining attacks. Inf. Sci. 608: 1503-1523 (2022) - [j83]Duc-Phong Le, Rongxing Lu, Ali A. Ghorbani:
Improved fault analysis on SIMECK ciphers. J. Cryptogr. Eng. 12(2): 169-180 (2022) - [j82]Samaneh Mahdavifar, Dima Alhadidi, Ali A. Ghorbani:
Effective and Efficient Hybrid Android Malware Classification Using Pseudo-Label Stacked Auto-Encoder. J. Netw. Syst. Manag. 30(1): 22 (2022) - [j81]Kwasi Boakye-Boateng, Ali A. Ghorbani, Arash Habibi Lashkari:
A Trust-Influenced Smart Grid: A Survey and a Proposal. J. Sens. Actuator Networks 11(3): 34 (2022) - [j80]Xue Yang, Rongxing Lu, Jun Shao, Xiaohu Tang, Ali A. Ghorbani:
Achieving Efficient Secure Deduplication With User-Defined Access Control in Cloud. IEEE Trans. Dependable Secur. Comput. 19(1): 591-606 (2022) - [j79]Miraqa Safi, Sajjad Dadkhah, Farzaneh Shoeleh, Hassan Mahdikhani, Heather Molyneaux, Ali A. Ghorbani:
A Survey on IoT Profiling, Fingerprinting, and Identification. ACM Trans. Internet Things 3(4): 26:1-26:39 (2022) - 2021
- [j78]Sajjad Dadkhah, Farzaneh Shoeleh, Mohammad Mehdi Yadollahi, Xichen Zhang, Ali A. Ghorbani:
A real-time hostile activities analyses and detection system. Appl. Soft Comput. 104: 107175 (2021) - [j77]Xichen Zhang, Arash Habibi Lashkari, Ali A. Ghorbani:
Classifying and clustering malicious advertisement uniform resource locators using deep learning. Comput. Intell. 37(1): 511-537 (2021) - [j76]Saeed Shafiee Hasanabadi, Arash Habibi Lashkari, Ali A. Ghorbani:
A memory-based game-theoretic defensive approach for digital forensic investigators. Digit. Investig. 38: 301214 (2021) - [j75]Hassan Mahdikhani, Rongxing Lu, Jun Shao, Ali A. Ghorbani:
Using Reduced Paths to Achieve Efficient Privacy-Preserving Range Query in Fog-Based IoT. IEEE Internet Things J. 8(6): 4762-4774 (2021) - [j74]Xichen Zhang, Rongxing Lu, Jun Shao, Hui Zhu, Ali A. Ghorbani:
Continuous Probabilistic Skyline Query for Secure Worker Selection in Mobile Crowdsensing. IEEE Internet Things J. 8(14): 11758-11772 (2021) - [j73]Seyed Amin Mirlohi Falavarjani, Jelena Jovanovic, Hossein Fani, Ali A. Ghorbani, Zeinab Noorian, Ebrahim Bagheri:
On the causal relation between real world activities and emotional expressions of social media users. J. Assoc. Inf. Sci. Technol. 72(6): 723-743 (2021) - [j72]Mohammed Aldarwbi, Ali A. Ghorbani, Arash Habibi Lashkari:
KeyShield: A Scalable and Quantum-Safe Key Management Scheme. IEEE Open J. Commun. Soc. 2: 87-101 (2021) - [j71]Xue Yang, Rongxing Lu, Jun Shao, Xiaohu Tang, Ali A. Ghorbani:
Achieving Efficient and Privacy-Preserving Multi-Domain Big Data Deduplication in Cloud. IEEE Trans. Serv. Comput. 14(5): 1292-1305 (2021) - 2020
- [j70]Duc-Phong Le, Ali A. Ghorbani:
Memory-Efficient Random Order Exponentiation Algorithm. IEEE Access 8: 146923-146931 (2020) - [j69]Saeed Shafiee Hasanabadi, Arash Habibi Lashkari, Ali A. Ghorbani:
A game-theoretic defensive approach for forensic investigators against rootkits. Digit. Investig. 33: 200909 (2020) - [j68]Saeed Shafiee Hasanabadi, Arash Habibi Lashkari, Ali A. Ghorbani:
A survey and research challenges of anti-forensics: Evaluation of game-theoretic models in simulation of forensic agents' behaviour. Digit. Investig. 35: 301024 (2020) - [j67]Hassan Mahdikhani, Rongxing Lu, Yandong Zheng, Jun Shao, Ali A. Ghorbani:
Achieving O(log³n) Communication-Efficient Privacy-Preserving Range Query in Fog-Based IoT. IEEE Internet Things J. 7(6): 5220-5232 (2020) - [j66]Xichen Zhang, Rongxing Lu, Jun Shao, Hui Zhu, Ali A. Ghorbani:
Secure and Efficient Probabilistic Skyline Computation for Worker Selection in MCS. IEEE Internet Things J. 7(12): 11524-11535 (2020) - [j65]Xichen Zhang, Ali A. Ghorbani:
An overview of online fake news: Characterization, detection, and discussion. Inf. Process. Manag. 57(2): 102025 (2020) - [j64]Samaneh Mahdavifar, Ali A. Ghorbani:
DeNNeS: deep embedded neural network expert system for detecting cyber attacks. Neural Comput. Appl. 32(18): 14753-14780 (2020) - [j63]Mahdi Daghmehchi Firoozjaei, Rongxing Lu, Ali A. Ghorbani:
An evaluation framework for privacy-preserving solutions applicable for blockchain-based internet-of-things platforms. Secur. Priv. 3(6) (2020) - [j62]Mahdi Daghmehchi Firoozjaei, Ali A. Ghorbani, Hyoungshick Kim, JaeSeung Song:
Hy-Bridge: A Hybrid Blockchain for Privacy-Preserving and Trustful Energy Transactions in Internet-of-Things Platforms. Sensors 20(3): 928 (2020) - 2019
- [j61]Hassan Mahdikhani, Samaneh Mahdavifar, Rongxing Lu, Hui Zhu, Ali A. Ghorbani:
Achieving Privacy-Preserving Subset Aggregation in Fog-Enhanced IoT. IEEE Access 7: 184438-184447 (2019) - [j60]Iman Sharafaldin, Arash Habibi Lashkari, Ali A. Ghorbani:
An evaluation framework for network security visualizations. Comput. Secur. 84: 70-92 (2019) - [j59]Beibei Li, Rongxing Lu, Gaoxi Xiao, Haiyong Bao, Ali A. Ghorbani:
Towards insider threats detection in smart grid communication systems. IET Commun. 13(12): 1728-1736 (2019) - [j58]Samaneh Mahdavifar, Ali A. Ghorbani:
Application of deep learning to cybersecurity: A survey. Neurocomputing 347: 149-176 (2019) - [j57]Fatemeh Lashkari, Ebrahim Bagheri, Ali A. Ghorbani:
Neural embedding-based indices for semantic search. Inf. Process. Manag. 56(3): 733-755 (2019) - [j56]Seyed Amin Mirlohi Falavarjani, Fattane Zarrinkalam, Jelena Jovanovic, Ebrahim Bagheri, Ali A. Ghorbani:
The reflection of offline activities on users' online social behavior: An observational study. Inf. Process. Manag. 56(6) (2019) - [j55]Arash Habibi Lashkari, Min Chen, Ali A. Ghorbani:
A Survey on User Profiling Model forAnomaly Detection in Cyberspace. J. Cyber Secur. Mobil. 8(1): 75-112 (2019) - 2018
- [j54]Wei Guo, Jun Shao, Rongxing Lu, Yi-Ning Liu, Ali A. Ghorbani:
A Privacy-Preserving Online Medical Prediagnosis Scheme for Cloud Environment. IEEE Access 6: 48946-48957 (2018) - [j53]Mohammad Saiful Islam Mamun, Ali A. Ghorbani, Atsuko Miyaji, Uyen Trang Nguyen:
SupAUTH: A new approach to supply chain authentication for the IoT. Comput. Intell. 34(2): 582-602 (2018) - [j52]Mohammad Saiful Islam Mamun, Chunhua Su, Anjia Yang, Atsuko Miyaji, Ali A. Ghorbani:
OTP-IoT: An ownership transfer protocol for the Internet of Things. J. Inf. Secur. Appl. 43: 73-82 (2018) - [j51]Andi Fitriah Abdul Kadir, Natalia Stakhanova, Ali A. Ghorbani:
Understanding Android Financial MalwareAttacks: Taxonomy, Characterization, and Challenges. J. Cyber Secur. Mobil. 7(3): 1-52 (2018) - 2017
- [j50]Rongxing Lu, Kevin Heung, Arash Habibi Lashkari, Ali A. Ghorbani:
A Lightweight Privacy-Preserving Data Aggregation Scheme for Fog Computing-Enhanced IoT. IEEE Access 5: 3302-3312 (2017) - [j49]Hossein Hadian Jazi, Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani:
Detecting HTTP-based application layer DoS attacks on web servers in the presence of sampling. Comput. Networks 121: 25-36 (2017) - [j48]Fatemeh Lashkari, Faezeh Ensan, Ebrahim Bagheri, Ali A. Ghorbani:
Efficient indexing for semantic search. Expert Syst. Appl. 73: 92-114 (2017) - 2016
- [j47]Kamran Morovati, Sanjay Kadam, Ali A. Ghorbani:
A network based document management model to prevent data extrusion. Comput. Secur. 59: 71-91 (2016) - [j46]Mehrnaz Ghashghaei, Ebrahim Bagheri, John Cuzzola, Ali A. Ghorbani, Zeinab Noorian:
Semantic Disambiguation and Linking of Quantitative Mentions in Textual Content. Int. J. Semantic Comput. 10(1): 121- (2016) - [j45]Abdullah J. Alzahrani, Ali A. Ghorbani:
SMS-Based Mobile Botnet Detection Framework Using Intelligent Agents. J. Cyber Secur. Mobil. 5(2): 47-74 (2016) - 2015
- [j44]Georgios Mantas, Natalia Stakhanova, Hugo Gonzalez, Hossein Hadian Jazi, Ali A. Ghorbani:
Application-layer denial of service attacks: taxonomy and survey. Int. J. Inf. Comput. Secur. 7(2/3/4): 216-239 (2015) - 2014
- [j43]Abdullah J. Alzahrani, Nataliav Stakhanoa, Hugo Gonzalez, Ali A. Ghorbani:
Characterizing Evaluation Practicesof Intrusion Detection Methodsfor Smartphones. J. Cyber Secur. Mobil. 3(2): 89-132 (2014) - [j42]Julian L. Rrushi, Ali A. Ghorbani:
A mathematical exploitation of simulated uniform scanning botnet propagation dynamics for early stage detection and management. J. Comput. Virol. Hacking Tech. 10(1): 29-51 (2014) - 2013
- [j41]David Zhao, Issa Traoré, Bassam Sayed, Wei Lu, Sherif Saad, Ali A. Ghorbani, Daniel Garant:
Botnet detection based on traffic behavior analysis and flow intervals. Comput. Secur. 39: 2-16 (2013) - [j40]Mehdi Bateni, Ahmad Baraani, Ali A. Ghorbani:
Using Artificial Immune System and Fuzzy Logic for Alert Correlation. Int. J. Netw. Secur. 15(3): 190-204 (2013) - 2012
- [j39]Mahboobeh Soleimani, Ali A. Ghorbani:
Multi-layer episode filtering for the multi-step attack detection. Comput. Commun. 35(11): 1368-1379 (2012) - [j38]Ali Shiravi, Hadi Shiravi, Mahbod Tavallaee, Ali A. Ghorbani:
Toward developing a systematic approach to generate benchmark datasets for intrusion detection. Comput. Secur. 31(3): 357-374 (2012) - [j37]Mehdi Bateni, Ahmad Baraani, Ali A. Ghorbani:
Alert correlation using artificial immune recognition system. Int. J. Bio Inspired Comput. 4(3): 181-195 (2012) - [j36]John Zhong Lei, Ali A. Ghorbani:
Improved competitive learning neural networks for network intrusion and fraud detection. Neurocomputing 75(1): 135-145 (2012) - [j35]Hadi Shiravi, Ali Shiravi, Ali A. Ghorbani:
A Survey of Visualization Systems for Network Security. IEEE Trans. Vis. Comput. Graph. 18(8): 1313-1329 (2012) - 2011
- [j34]Wei Lu, Goaletsa Rammidi, Ali A. Ghorbani:
Clustering botnet communication traffic based on n-gram feature selection. Comput. Commun. 34(3): 502-514 (2011) - [j33]Julian L. Rrushi, Ehsan Mokhtari, Ali A. Ghorbani:
Estimating botnet virulence within mathematical models of botnet propagation dynamics. Comput. Secur. 30(8): 791-802 (2011) - 2010
- [j32]Ebrahim Bagheri, Ali A. Ghorbani:
An exploratory classification of applications in the realm of collaborative modeling and design. Inf. Syst. E Bus. Manag. 8(3): 257-286 (2010) - [j31]Ebrahim Bagheri, Ali A. Ghorbani:
UML-CI: A reference model for profiling critical infrastructure systems. Inf. Syst. Frontiers 12(2): 115-139 (2010) - [j30]Ebrahim Bagheri, Ali A. Ghorbani:
The analysis and management of non-canonical requirement specifications through a belief integration game. Knowl. Inf. Syst. 22(1): 27-64 (2010) - [j29]Mahbod Tavallaee, Natalia Stakhanova, Ali A. Ghorbani:
Toward Credible Evaluation of Anomaly-Based Intrusion-Detection Methods. IEEE Trans. Syst. Man Cybern. Part C 40(5): 516-524 (2010) - [j28]Ebrahim Bagheri, Ali A. Ghorbani:
A Model for the Integration of Prioritized Knowledge Bases Through Subjective Belief Games. IEEE Trans. Syst. Man Cybern. Part A 40(6): 1257-1270 (2010) - 2009
- [j27]Reza Sadoddin, Ali A. Ghorbani:
An incremental frequent structure mining framework for real-time alert correlation. Comput. Secur. 28(3-4): 153-173 (2009) - [j26]Wei Lu, Ali A. Ghorbani:
Network Anomaly Detection Based on Wavelet Analysis. EURASIP J. Adv. Signal Process. 2009 (2009) - [j25]Mark Kilfoil, Ali A. Ghorbani:
SWAMI: A Multiagent, Active Representation of a User's Browsing Interests. Int. J. Inf. Technol. Web Eng. 4(3): 1-24 (2009) - [j24]Ebrahim Bagheri, Ali A. Ghorbani:
A belief-theoretic framework for the collaborative development and integration of para-consistent conceptual models. J. Syst. Softw. 82(4): 707-729 (2009) - [j23]Ebrahim Bagheri, Ali A. Ghorbani:
Astrolabe: A Collaborative Multiperspective Goal-Oriented Risk Analysis Methodology. IEEE Trans. Syst. Man Cybern. Part A 39(1): 66-85 (2009) - 2008
- [j22]M. Barouni-Ebrahimi, Ali A. Ghorbani:
An Interactive Search Assistant Architecture Based on Intrinsic Query Stream Characteristics. Comput. Intell. 24(2): 158-190 (2008) - [j21]Ali A. Ghorbani, Ebrahim Bagheri:
The state of the art in critical infrastructure protection: a framework for convergence. Int. J. Crit. Infrastructures 4(3): 215-244 (2008) - [j20]George O. M. Yee, Ali A. Ghorbani, Patrick C. K. Hung:
Guest Editors' Introduction. J. Comput. Secur. 16(2): 103-106 (2008) - [j19]Harshit Nayyar, Ali A. Ghorbani:
Approximate autoregressive modeling for network attack detection. J. Comput. Secur. 16(2): 165-197 (2008) - [j18]S. Hossein Sadat-Mohtasham, Ali A. Ghorbani:
A language for high-level description of adaptive web systems. J. Syst. Softw. 81(7): 1196-1217 (2008) - 2007
- [j17]Iosif-Viorel Onut, Ali A. Ghorbani:
SVision: A novel visual network-anomaly identification technique. Comput. Secur. 26(3): 201-212 (2007) - [j16]Ebrahim Bagheri, Hamidreza Baghi, Ali A. Ghorbani, Alireza Yari:
An agent-based service-oriented simulation suite for critical infrastructure behaviour analysis. Int. J. Bus. Process. Integr. Manag. 2(4): 312-326 (2007) - [j15]Jie Zhang, Ali A. Ghorbani, Robin Cohen:
A familiarity-based trust model for effective selection of sellers in multiagent e-commerce systems. Int. J. Inf. Sec. 6(5): 333-344 (2007) - [j14]Iosif-Viorel Onut, Ali A. Ghorbani:
A Feature Classification Scheme For Network Intrusion Detection. Int. J. Netw. Secur. 5(1): 1-15 (2007) - [j13]Peyman Kabiri, Ali A. Ghorbani:
A Rule-based Temporal Alert Correlation System. Int. J. Netw. Secur. 5(1): 66-72 (2007) - 2006
- [j12]Bin Zhu, Ali A. Ghorbani:
Alert Correlation for Extracting Attack Strategies. Int. J. Netw. Secur. 3(3): 244-258 (2006) - [j11]Yuhong Yan, Yong Liang, Xinge Du, Hamadou Saliah-Hassane, Ali A. Ghorbani:
Putting labs online with Web services. IT Prof. 8(2): 27-34 (2006) - 2005
- [j10]Peyman Kabiri, Ali A. Ghorbani:
Research on Intrusion Detection and Response: A Survey. Int. J. Netw. Secur. 1(2): 84-102 (2005) - [j9]Ming Chen, Ali A. Ghorbani, Virendrakumar C. Bhavsar:
Incremental communication for adaptive resonance theory networks. IEEE Trans. Neural Networks 16(1): 132-144 (2005) - 2004
- [j8]Ali A. Ghorbani:
Introduction to Special Issue on Agent Technologies for Electronic Business. Comput. Intell. 20(4): 527-531 (2004) - [j7]Elijah Bitting, Ali A. Ghorbani:
Protecting e-commerce agents from defamation. Electron. Commer. Res. Appl. 3(1): 21-38 (2004) - [j6]Jonathan Carter, Ali A. Ghorbani:
Towards a formalization of value-centric trust in agent societies. Web Intell. Agent Syst. 2(3): 167-183 (2004) - 2003
- [j5]Stephen Marsh, Ali A. Ghorbani, Virendra C. Bhavsar:
The ACORN multi-agent system. Web Intell. Agent Syst. 1(1): 65-86 (2003) - 2002
- [j4]Jonathan Carter, Elijah Bitting, Ali A. Ghorbani:
Reputation Formalization for an Information-Sharing Multi-Agent System. Comput. Intell. 18(4): 515-534 (2002) - [j3]Jonathan Carter, Ali A. Ghorbani, Stephen Marsh:
Architectural Components of Information-Sharing Societies. Comput. Intell. 18(4): 638-655 (2002) - 1998
- [j2]Ali A. Ghorbani, Virendra C. Bhavsar:
Incremental communication for multilayer neural networks: error analysis. IEEE Trans. Neural Networks 9(1): 68-82 (1998) - 1995
- [j1]Ali A. Ghorbani, Virendrakumar C. Bhavsar:
Incremental communication for multilayer neural networks. IEEE Trans. Neural Networks 6(6): 1375-1385 (1995)
Conference and Workshop Papers
- 2023
- [c168]Hamideh Taslimasa, Sajjad Dadkhah, Euclides Carlos Pinto Neto, Pulei Xiong, Shahrear Iqbal, Suprio Ray, Ali A. Ghorbani:
ImageFed: Practical Privacy Preserving Intrusion Detection System for In-Vehicle CAN Bus Protocol. BigDataSecurity/HPSC/IDS 2023: 122-129 - [c167]Priscilla Kyei Danso, Heather Molyneaux, Alireza Zohourian, Euclides Carlos Pinto Neto, Derrick Whalen, Sajjad Dadkhah, Ali A. Ghorbani:
Human-Centric Machine Learning: The Role of Users in the Development of IoT Device Identification and Vulnerability Assessment. HCI (35) 2023: 622-642 - [c166]Kwasi Boakye-Boateng, Ali A. Ghorbani, Arash Habibi Lashkari:
Securing Substations with Trust, Risk Posture, and Multi-Agent Systems: A Comprehensive Approach. PST 2023: 1-12 - [c165]Rashid Hussain Khokhar, Sajjad Dadkhah, Tianhao Zhao, Xichen Zhang, Ali A. Ghorbani:
UCreDiSSiT: User Credibility Measurement incorporating Domain interest, Semantics in Social interactions, and Temporal factor. PST 2023: 1-11 - [c164]Yoonjib Kim, Saqib Hakak, Ali A. Ghorbani:
DDoS Attack Dataset (CICEV2023) against EV Authentication in Charging Infrastructure. PST 2023: 1-9 - [c163]Leila Rashidi, Windhya Hansinie Rankothge, Hesamodin Mohammadian, Rashid Hussain Khokhar, Brian Frei, Shawn Ellis, Lago Freitas, Ali Akbar Ghorbani:
Securing Supply Chain: A Comprehensive Blockchain-based Framework and Risk Assessment. PST 2023: 1-10 - [c162]Hesamodin Mohammadian, Arash Habibi Lashkari, Ali A. Ghorbani:
Evaluating Label Flipping Attack in Deep Learning-Based NIDS. SECRYPT 2023: 597-603 - 2022
- [c161]Mahdi Abrishami, Sajjad Dadkhah, Euclides Carlos Pinto Neto, Pulei Xiong, Shahrear Iqbal, Suprio Ray, Ali A. Ghorbani:
Classification and Analysis of Adversarial Machine Learning Attacks in IoT: a Label Flipping Attack Case Study. FRUCT 2022: 3-14 - [c160]Xichen Zhang, Rongxing Lu, Songnian Zhang, Suprio Ray, Ali A. Ghorbani:
Privacy-preserving Worker Selection in Mobile Crowdsensing over Spatial-temporal Constraints. ICC 2022: 4384-4389 - [c159]Hesamodin Mohammadian, Arash Habibi Lashkari, Ali A. Ghorbani:
Evaluating Deep Learning-based NIDS in Adversarial Settings. ICISSP 2022: 435-444 - [c158]Toluwalope David Akande, Barjinder Kaur, Sajjad Dadkhah, Ali A. Ghorbani:
Threshold based Technique to Detect Anomalies using Log Files. ICMLT 2022: 191-198 - [c157]Sajjad Dadkhah, Hassan Mahdikhani, Priscilla Kyei Danso, Alireza Zohourian, Kevin Anh Truong, Ali A. Ghorbani:
Towards the Development of a Realistic Multidimensional IoT Profiling Dataset. PST 2022: 1-11 - [c156]Euclides Carlos Pinto Neto, Sajjad Dadkhah, Ali A. Ghorbani:
Collaborative DDoS Detection in Distributed Multi-Tenant IoT using Federated Learning. PST 2022: 1-10 - [c155]Xichen Zhang, Songnian Zhang, Suprio Ray, Ali A. Ghorbani:
Efficient and Privacy-preserving Worker Selection in Mobile Crowdsensing Over Tentative Future Trajectories. PST 2022: 1-8 - 2021
- [c154]Barjinder Kaur, Sajjad Dadkhah, Pulei Xiong, Shahrear Iqbal, Suprio Ray, Ali A. Ghorbani:
Verification Based Scheme to Restrict IoT Attacks. BDCAT 2021: 63-68 - [c153]Mohammad Mehdi Yadollahi, Farzaneh Shoeleh, Sajjad Dadkhah, Ali A. Ghorbani:
Robust Black-box Watermarking for Deep Neural Network using Inverse Document Frequency. DASC/PiCom/CBDCom/CyberSciTech 2021: 574-581 - [c152]Masoud Erfani, Farzaneh Shoeleh, Sajjad Dadkhah, Barjinder Kaur, Pulei Xiong, Shahrear Iqbal, Suprio Ray, Ali A. Ghorbani:
A feature exploration approach for IoT attack type classification. DASC/PiCom/CBDCom/CyberSciTech 2021: 582-588 - [c151]Xichen Zhang, Rongxing Lu, Suprio Ray, Jun Shao, Ali A. Ghorbani:
Spatio-Temporal Similarity based Privacy-Preserving Worker Selection in Mobile Crowdsensing. GLOBECOM 2021: 1-6 - [c150]Miraqa Safi, Barjinder Kaur, Sajjad Dadkhah, Farzaneh Shoeleh, Arash Habibi Lashkari, Heather Molyneaux, Ali A. Ghorbani:
Behavioural Monitoring and Security Profiling in the Internet of Things (IoT). HPCC/DSS/SmartCity/DependSys 2021: 1203-1210 - [c149]Hamid Azimy, Ali A. Ghorbani:
Alternative Difficulty Adjustment Algorithms for Preventing Selfish Mining Attack. ICBC 2021: 59-73 - [c148]Abu Hena Al Muktadir, Ida S. R. Siahaan, Kwasi Boakye-Boateng, Dongyang Xu, Ali A. Ghorbani:
Recommending Location for Placing Data Collector in the OPC Classic. ICPS 2021: 158-165 - [c147]Kwasi Boakye-Boateng, Ali A. Ghorbani, Arash Habibi Lashkari:
RiskISM: A Risk Assessment Tool for Substations. iSCI 2021: 23-30 - [c146]Kwasi Boakye-Boateng, Ida S. R. Siahaan, Abu Hena Al Muktadir, Dongyang Xu, Ali A. Ghorbani:
Sniffing Serial-Based Substation Devices: A Complement to Security-Centric Data Collection. ISGT-Europe 2021: 1-6 - [c145]Kwasi Boakye-Boateng, Ali A. Ghorbani, Arash Habibi Lashkari:
A Novel Trust Model In Detecting Final-Phase Attacks in Substations. PST 2021: 1-11 - [c144]Farzaneh Shoeleh, Masoud Erfani, Saeed Shafiee Hasanabadi, Duc-Phong Le, Arash Habibi Lashkari, Adam Frank, Ali A. Ghorbani:
User Profiling on Universal Data Insights tool on IBM Cloud Pak for Security. PST 2021: 1-10 - [c143]Mohammad Mehdi Yadollahi, Arash Habibi Lashkari, Ali A. Ghorbani:
Towards Query-efficient Black-box Adversarial Attack on Text Classification Models. PST 2021: 1-7 - 2020
- [c142]Masoud Erfani, Farzaneh Shoeleh, Ali A. Ghorbani:
Financial Fraud Detection using Deep Support Vector Data Description. IEEE BigData 2020: 2274-2282 - [c141]Shubhangi Upadhyay, Ali A. Ghorbani:
Feature Extraction Approach to Unearth Domain Generating Algorithms (DGAs). DASC/PiCom/CBDCom/CyberSciTech 2020: 399-405 - [c140]Samaneh Mahdavifar, Andi Fitriah Abdul Kadir, Rasool Fatemi, Dima Alhadidi, Ali A. Ghorbani:
Dynamic Android Malware Category Classification using Semi-Supervised Deep Learning. DASC/PiCom/CBDCom/CyberSciTech 2020: 515-522 - [c139]Farzaneh Shoeleh, Masoud Erfani, Duc-Phong Le, Ali A. Ghorbani:
Ensemble of Hierarchical Temporal Memory for Anomaly Detection. DSAA 2020: 50-59 - [c138]Mehrgan Khoshpasand, Ali A. Ghorbani:
On The Generation of Unrestricted Adversarial Examples. DSN Workshops 2020: 9-15 - [c137]Hassan Mahdikhani, Rongxing Lu, Yandong Zheng, Ali A. Ghorbani:
Achieving Efficient and Privacy-Preserving Range Query in Fog-enhanced IoT with Bloom Filter. ICC 2020: 1-6 - 2019
- [c136]Seyed Amin Mirlohi Falavarjani, Ebrahim Bagheri, Ssu Yu Zoe Chou, Jelena Jovanovic, Ali A. Ghorbani:
On the causal relation between users' real-world activities and their affective processes. ASONAM 2019: 311-314 - [c135]Shlomi Linoy, Hassan Mahdikhani, Suprio Ray, Rongxing Lu, Natalia Stakhanova, Ali A. Ghorbani:
Scalable Privacy-Preserving Query Processing over Ethereum Blockchain. Blockchain 2019: 398-404 - [c134]Iman Sharafaldin, Arash Habibi Lashkari, Saqib Hakak, Ali A. Ghorbani:
Developing Realistic Distributed Denial of Service (DDoS) Attack Dataset and Taxonomy. ICCST 2019: 1-8 - [c133]Nasim Maleki, Ali A. Ghorbani:
Generating Phishing Emails Using Graph Database. ISPEC 2019: 434-449 - [c132]Hamid Azimy, Ali A. Ghorbani:
Competitive Selfish Mining. PST 2019: 1-8 - [c131]Mahdi Daghmehchi Firoozjaei, Ali A. Ghorbani, Hyoungshick Kim, Jaeseung Song:
EVChain: A Blockchain-based Credit Sharing in Electric Vehicles Charging. PST 2019: 1-5 - [c130]Duc-Phong Le, Guomin Yang, Ali A. Ghorbani:
A New Multisignature Scheme with Public Key Aggregation for Blockchain. PST 2019: 1-7 - [c129]Xichen Zhang, Rongxing Lu, Jun Shao, Hui Zhu, Ali A. Ghorbani:
Achieve Secure and Efficient Skyline Computation for Worker Selection in Mobile Crowdsensing. WCSP 2019: 1-6 - 2018
- [c128]Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani:
Authorship Attribution of Android Apps. CODASPY 2018: 277-286 - [c127]Beibei Li, Rongxing Lu, Gaoxi Xiao, Zhou Su, Ali A. Ghorbani:
PAMA: A Proactive Approach to Mitigate False Data Injection Attacks in Smart Grids. GLOBECOM 2018: 1-6 - [c126]Saeed Shafiee Hasanabadi, Arash Habibi Lashkari, Ali A. Ghorbani:
The Next Generation of Robust Linux Memory Acquisition Technique via Sequential Memory Dumps at Designated Time Intervals. ICCST 2018: 1-6 - [c125]Arash Habibi Lashkari, Andi Fitriah Abdul Kadir, Laya Taheri, Ali A. Ghorbani:
Toward Developing a Systematic Approach to Generate Benchmark Android Malware Datasets and Classification. ICCST 2018: 1-7 - [c124]Iman Sharafaldin, Arash Habibi Lashkari, Ali A. Ghorbani:
Toward Generating a New Intrusion Detection Dataset and Intrusion Traffic Characterization. ICISSP 2018: 108-116 - [c123]Iman Sharafaldin, Arash Habibi Lashkari, Ali A. Ghorbani:
A Detailed Analysis of the CICIDS2017 Data Set. ICISSP (Revised Selected Papers) 2018: 172-188 - [c122]Iman Sharafaldin, Ali A. Ghorbani:
EagleEye: A Novel Visual Anomaly Detection Method. PST 2018: 1-6 - 2017
- [c121]Ramanpreet Singh, Ali A. Ghorbani:
EfficientPMM: Finite Automata Based Efficient Pattern Matching Machine. ICCS 2017: 1060-1070 - [c120]Arash Habibi Lashkari, Gerard Draper-Gil, Jonathan Edward Keenan, Kenneth Fon Mbah, Ali A. Ghorbani:
A Survey Leading to a New Evaluation Framework for Network-based Botnet Detection. ICCNS 2017: 59-66 - [c119]Arash Habibi Lashkari, Amy Seo, Gerard Drapper Gil, Ali A. Ghorbani:
CIC-AB: Online ad blocker for browsers. ICCST 2017: 1-7 - [c118]Iman Sharafaldin, Amirhossein Gharib, Arash Habibi Lashkari, Ali A. Ghorbani:
BotViz: A memory forensic-based botnet detection and visualization approach. ICCST 2017: 1-8 - [c117]Arash Habibi Lashkari, Gerard Draper-Gil, Mohammad Saiful Islam Mamun, Ali A. Ghorbani:
Characterization of Tor Traffic using Time based Features. ICISSP 2017: 253-262 - [c116]Amirhossein Gharib, Ali A. Ghorbani:
DNA-Droid: A Real-Time Android Ransomware Detection Framework. NSS 2017: 184-198 - [c115]Arash Habibi Lashkari, Andi Fitriah Abdul Kadir, Hugo Gonzalez, Kenneth Fon Mbah, Ali A. Ghorbani:
Towards a Network-Based Framework for Android Malware Detection and Characterization. PST 2017: 233-234 - [c114]Xichen Zhang, Arash Habibi Lashkari, Ali A. Ghorbani:
A Lightweight Online Advertising Classification System using Lexical-based Features. SECRYPT 2017: 486-494 - 2016
- [c113]Gerard Draper-Gil, Arash Habibi Lashkari, Mohammad Saiful Islam Mamun, Ali A. Ghorbani:
Characterization of Encrypted and VPN Traffic using Time-related Features. ICISSP 2016: 407-414 - [c112]Abdullah J. Alzahrani, Ali A. Ghorbani:
SMS-Based Mobile Botnet Detection Module. ICITCS 2016: 1-7 - [c111]Abdullah J. Alzahrani, Ali A. Ghorbani:
Towards Android malware detection using intelligent agents. ISAMSR 2016: 1-8 - [c110]Mohammad Saiful Islam Mamun, Mohammad Ahmad Rathore, Arash Habibi Lashkari, Natalia Stakhanova, Ali A. Ghorbani:
Detecting Malicious URLs Using Lexical Analysis. NSS 2016: 467-482 - [c109]Hossein Hadian Jazi, Ali A. Ghorbani:
Dynamic graph-based malware classifier. PST 2016: 112-120 - [c108]Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani:
Measuring code reuse in Android apps. PST 2016: 187-195 - [c107]Fatemeh Razzaghi, Hamed Minaee, Ali A. Ghorbani:
Context Free Frequently Asked Questions Detection Using Machine Learning Techniques. WI 2016: 558-561 - 2015
- [c106]Marc Antoine Gosselin-Lavigne, Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani:
A Performance Evaluation of Hash Functions for IP Reputation Lookup Using Bloom Filters. ARES 2015: 516-521 - [c105]Hugo Gonzalez, Andi A. Kadir, Natalia Stakhanova, Abdullah J. Alzahrani, Ali A. Ghorbani:
Exploring reverse engineering symptoms in Android apps. EUROSEC 2015: 7:1-7:7 - [c104]Mohammad Saiful Islam Mamun, Ali A. Ghorbani, Natalia Stakhanova:
An Entropy Based Encrypted Traffic Classifier. ICICS 2015: 282-294 - [c103]Andi Fitriah Abdul Kadir, Natalia Stakhanova, Ali Akbar Ghorbani:
Android Botnets: What URLs are Telling Us. NSS 2015: 78-91 - [c102]Abdullah J. Alzahrani, Ali A. Ghorbani:
Real-time signature-based detection approach for SMS botnet. PST 2015: 157-164 - [c101]Mehrnaz Ghashghaei, John Cuzzola, Ebrahim Bagheri, Ali A. Ghorbani:
Semantic Annotation of Quantitative Textual Content. LD4IE@ISWC 2015: 20-33 - 2014
- [c100]Elaheh Biglar Beigi Samani, Hossein Hadian Jazi, Natalia Stakhanova, Ali A. Ghorbani:
Towards effective feature selection in machine learning-based botnet detection approaches. CNS 2014: 247-255 - [c99]Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani:
DroidKin: Lightweight Detection of Android Apps Similarity. SecureComm (1) 2014: 436-453 - 2013
- [c98]Abtin Zohrabi Aliabadi, Fatemeh Razzaghi, Seyed Pooria Madani Kochak, Ali A. Ghorbani:
Classifying Organizational Roles Using Email Social Networks. Canadian AI 2013: 301-307 - [c97]Mostafa Karamibekr, Ali A. Ghorbani:
Lexical-Syntactical Patterns for Subjectivity Analysis of Social Issues. AMT 2013: 241-250 - [c96]Saeed Nari, Ali A. Ghorbani:
Automated malware classification based on network behavior. ICNC 2013: 642-647 - [c95]Mostafa Karamibekr, Ali A. Ghorbani:
A Structure for Opinion in Social Domains. SocialCom 2013: 264-271 - [c94]Mostafa Karamibekr, Ali A. Ghorbani:
Sentence Subjectivity Analysis in Social Domains. Web Intelligence 2013: 268-275 - 2012
- [c93]John Felix Charles Joseph, Ali A. Ghorbani:
Group Behavior Metrics for P2P Botnet Detection. ICICS 2012: 93-104 - [c92]Mohammed S. Gadelrab, Ali A. Ghorbani:
A New Framework for Publishing and Sharing Network and Security Datasets. SC Companion 2012: 539-546 - [c91]David Zhao, Issa Traoré, Ali A. Ghorbani, Bassam Sayed, Sherif Saad, Wei Lu:
Peer to Peer Botnet Detection Based on Flow Intervals. SEC 2012: 87-102 - [c90]Mostafa Karamibekr, Ali A. Ghorbani:
Sentiment Analysis of Social Issues. SocialInformatics 2012: 215-221 - [c89]Mostafa Karamibekr, Ali A. Ghorbani:
Verb Oriented Sentiment Classification. Web Intelligence 2012: 327-331 - 2011
- [c88]Ali A. Ghorbani:
People's Opinion, People's Nexus, People's Security and Computational Intelligence: The Evolution Continues. AMT 2011: 1 - [c87]Ali A. Ghorbani:
People's Opinion, People's Nexus, People's Security and Computational Intelligence: The Evolution Continues. Brain Informatics 2011: 21 - [c86]Julian L. Rrushi, Ehsan Mokhtari, Ali A. Ghorbani:
A statistical approach to botnet virulence estimation. AsiaCCS 2011: 508-512 - [c85]John Felix Charles Joseph, Ali A. Ghorbani:
VisVerND: Visual Verification of Network Traffic Dataset. CNSR 2011: 56-62 - [c84]Hadi Shiravi, Ali Shiravi, Ali A. Ghorbani:
Situational Assessment of Intrusion Alerts: A Multi Attack Scenario Evaluation. ICICS 2011: 399-413 - [c83]Natalia Stakhanova, Mathieu Couture, Ali A. Ghorbani:
Exploring network-based malware classification. MALWARE 2011: 14-20 - [c82]Sherif Saad, Issa Traoré, Ali A. Ghorbani, Bassam Sayed, David Zhao, Wei Lu, John Felix, Payman Hakimian:
Detecting P2P botnets through network behavior analysis and machine learning. PST 2011: 174-180 - 2010
- [c81]Mahbod Tavallaee, Wei Lu, Ebrahim Bagheri, Ali A. Ghorbani:
Automatic Discovery of Network Applications: A Hybrid Approach. Canadian AI 2010: 208-219 - [c80]Hanli Ren, Natalia Stakhanova, Ali A. Ghorbani:
An Online Adaptive Approach to Alert Correlation. DIMVA 2010: 153-172 - [c79]Natalia Stakhanova, Ali A. Ghorbani:
Managing intrusion detection rule sets. EUROSEC 2010: 29-35 - [c78]Ali A. Ghorbani, Iosif-Viorel Onut:
Y-Means: An Autonomous Clustering Algorithm. HAIS (1) 2010: 1-13 - [c77]Hadi Shiravi, Ali Shiravi, Ali A. Ghorbani:
IDS Alert Visualization and Monitoring through Heuristic Host Selection. ICICS 2010: 445-458 - [c76]Natalia Stakhanova, Hanli Ren, Ali A. Ghorbani:
Selective Regular Expression Matching. ISC 2010: 226-240 - 2009
- [c75]Mohammad-Amin Jashki, Majid Makki, Ebrahim Bagheri, Ali A. Ghorbani:
An Iterative Hybrid Filter-Wrapper Approach to Feature Selection for Document Clustering. Canadian AI 2009: 74-85 - [c74]Wei Lu, Mahbod Tavallaee, Ali A. Ghorbani:
Automatic discovery of botnet communities on large-scale communication networks. AsiaCCS 2009: 1-10 - [c73]Mahbod Tavallaee, Ebrahim Bagheri, Wei Lu, Ali A. Ghorbani:
A detailed analysis of the KDD CUP 99 data set. CISDA 2009: 1-6 - [c72]Wei Lu, Mahbod Tavallaee, Goaletsa Rammidi, Ali A. Ghorbani:
BotCop: An Online Botnet Traffic Classifier. CNSR 2009: 70-77 - [c71]Mahbod Tavallaee, Wei Lu, Ali A. Ghorbani:
Online Classification of Network Flows. CNSR 2009: 78-85 - [c70]Wei Lu, Mahbod Tavallaee, Ali A. Ghorbani:
Hybrid Traffic Classification Approach Based on Decision Tree. GLOBECOM 2009: 1-6 - 2008
- [c69]Natalia Stakhanova, Oleg Stakhanov, Ali A. Ghorbani:
A Behavioral Model of Ideologically-motivated "Snowball" Attacks. ARES 2008: 88-95 - [c68]Reza Sadoddin, Ali A. Ghorbani:
Real-time Alert Correlation Using Stream Data Mining Techniques. AAAI 2008: 1731-1737 - [c67]Ebrahim Bagheri, M. Barouni-Ebrahimi, Reza Zafarani, Ali A. Ghorbani:
A Belief-Theoretic Reputation Estimation Model for Multi-context Communities. Canadian AI 2008: 48-59 - [c66]M. Barouni-Ebrahimi, Ebrahim Bagheri, Ali A. Ghorbani:
A Frequency Mining-Based Algorithm for Re-ranking Web Search Engine Retrievals. Canadian AI 2008: 60-65 - [c65]Reza Zafarani, Mohammad-Amin Jashki, Hamidreza Baghi, Ali A. Ghorbani:
A Novel Approach for Social Behavior Analysis of the Blogosphere. Canadian AI 2008: 356-367 - [c64]Ebrahim Bagheri, Ali A. Ghorbani:
Experiences on the Belief-Theoretic Integration of Para-consistent Conceptual Models. Australian Software Engineering Conference 2008: 357-366 - [c63]Mahbod Tavallaee, Wei Lu, Shah Arif Iqbal, Ali A. Ghorbani:
A Novel Covariance Matrix Based Approach for Detecting Network Anomalies. CNSR 2008: 75-81 - [c62]Wei Lu, Mahbod Tavallaee, Ali A. Ghorbani:
Detecting Network Anomalies Using Different Wavelet Basis Functions. CNSR 2008: 149-156 - [c61]Mahboobeh Soleimani, Ali A. Ghorbani:
Critical Episode Mining in Intrusion Detection Alerts. CNSR 2008: 157-164 - [c60]Majid Makki, Ebrahim Bagheri, Ali A. Ghorbani:
Automating Architecture Trade-Off Decision Making through a Complex Multi-attribute Decision Process. ECSA 2008: 264-272 - [c59]Wei Lu, Ali A. Ghorbani:
Botnets Detection Based on IRC-Community. GLOBECOM 2008: 2067-2071 - [c58]Iosif-Viorel Onut, Ali A. Ghorbani:
A Comprehensive Fuzzy Logic Model for Feature Performance Assessment against Network Attacks. HICSS 2008: 203 - [c57]Ebrahim Bagheri, Ali A. Ghorbani:
Towards a Belief-Theoretic Model for Collaborative Conceptual Model Development. HICSS 2008: 489 - [c56]Reza Zafarani, Majid Makki, Ali A. Ghorbani:
An Empirical Analysis on the Stability of Clustering Algorithms. ICTAI (2) 2008: 19-26 - [c55]Reza Zafarani, Ali A. Ghorbani:
Oracle Clustering: Dynamic Partitioning Based on Random Observations. ICTAI (2) 2008: 27-34 - [c54]Ebrahim Bagheri, Ali A. Ghorbani:
On the Definition of Essential and Contingent Properties of Subjective Belief Bases. MICAI 2008: 686-698 - [c53]Wei Lu, Ali A. Ghorbani:
Bots Behaviors vs. Human Behaviors on Large-Scale Communication Networks (Extended Abstract). RAID 2008: 415-416 - 2007
- [c52]Jie Zhang, Ali A. Ghorbani:
GUMSAWS: A Generic User Modeling Server for Adaptive Web Systems. CNSR 2007: 117-124 - [c51]M. Barouni-Ebrahimi, Ali A. Ghorbani:
A Novel Approach for Frequent Phrase Mining in Web Search Engine Query Streams. CNSR 2007: 125-132 - [c50]Hamidreza Baghi, Mohammadreza Barouni-Ebrahimi, Ali A. Ghorbani, Reza Zafarani:
ConnectA! : An Intelligent Search Engine based on Authors' Connectivity. CNSR 2007: 133-140 - [c49]Ebrahim Bagheri, Ali A. Ghorbani:
Risk Analysis in Critical Infrastructure Systems based on the Astrolabe Methodology. CNSR 2007: 335-344 - [c48]Farnaz Gharibian, Ali A. Ghorbani:
Comparative Study of Supervised Machine Learning Techniques for Intrusion Detection. CNSR 2007: 350-358 - [c47]Ebrahim Bagheri, Ali A. Ghorbani:
Exploiting Trust and Suspicion for Real-time Attack Recognition in Recommender Applications. IFIPTM 2007: 239-254 - [c46]Iosif-Viorel Onut, Ali A. Ghorbani:
Features vs. Attacks: A Comprehensive Feature Selection Model for Network Based Intrusion Detection Systems. ISC 2007: 19-36 - [c45]Reza Sadoddin, Ali A. Ghorbani:
A Comparative Study of Unsupervised Machine Learning and Data Mining Techniques for Intrusion Detection. MLDM 2007: 404-418 - [c44]Ebrahim Bagheri, Ali A. Ghorbani:
A framework for distributed collaborative conceptual model development. OOPSLA Companion 2007: 785-786 - [c43]Ebrahim Bagheri, Ali A. Ghorbani:
On the Collaborative Development of Para-Consistent Conceptual Models. QSIC 2007: 336-341 - [c42]Ali A. Ghorbani, Xiaowen Xu:
A Fuzzy Markov Model Approach for Predicting User Navigation. Web Intelligence 2007: 307-311 - [c41]M. Barouni-Ebrahimi, Ali A. Ghorbani:
On Query Completion in Web Search Engines Based on Query Stream Mining. Web Intelligence 2007: 317-320 - 2006
- [c40]Iosif-Viorel Onut, Ali A. Ghorbani:
Toward A Feature Classification Scheme For Network Intrusion Detection. CNSR 2006: 277-284 - [c39]Eugenia Kondratova, Ali A. Ghorbani, Stephen Marsh:
CIFS: a Trust-Based Multilayer Information Filtering System for Multi-Agent Mobile Information Systems. CNSR 2006: 300-310 - [c38]Jie Zhang, Ali A. Ghorbani, Robin Cohen:
An improved familiarity measurement for formalization of trust in e-commerce based multiagent systems. PST 2006: 19 - [c37]Harshit Nayyar, Ali A. Ghorbani:
Approximate autoregressive modeling for network attack detection. PST 2006: 23 - [c36]Reza Sadoddin, Ali A. Ghorbani:
Alert correlation survey: framework and techniques. PST 2006: 37 - [c35]Ebrahim Bagheri, Ali A. Ghorbani:
Behavior analysis through reputation propagation in a multi-context environment. PST 2006: 40 - [c34]Eugenia Kondratova, Stephen Marsh, Ali A. Ghorbani:
Trust-based contextual information filtering. PST 2006: 51 - [c33]Ebrahim Bagheri, Ali A. Ghorbani:
Towards an MDA-oriented UML profile for critical infrastructure modeling. PST 2006: 66 - [c32]Mehran Nadjarbashi-Noghani, Ali A. Ghorbani:
Design and implementation of a behavioral difference analyzer for network intrusion detection. PST 2006: 69 - [c31]M. Barouni-Ebrahimi, Ali A. Ghorbani:
A Phrase Recommendation Algorithm Based on Query Stream Mining in Web Search Engines. WAW 2006: 129-136 - 2005
- [c30]Mark Kilfoil, Ali A. Ghorbani:
SWAMI: Searching the Web Using Agents with Mobility and Intelligence. Canadian AI 2005: 91-102 - [c29]Mehran Nadjarbashi-Noghani, Jie Zhang, Hossein Sadat, Ali A. Ghorbani:
PENS: A Personalized Electronic News System. CNSR 2005: 31-38 - [c28]Hossein Sadat, Ali A. Ghorbani:
A Presentation Description Language for Adaptive Web Systems. CNSR 2005: 169-175 - [c27]Mark Kilfoil, Wenpu Xing, Ali A. Ghorbani:
ARAS: Adaptive Recommender for Academic Scheduling. CNSR 2005: 307-312 - [c26]Yuhong Yan, Yong Liang, Xinge Du, Hamadou Saliah, Ali A. Ghorbani:
Using Web Services to Control Remote Instruments for Online Experiment Systems. CSCWD (Selected papers) 2005: 205-214 - [c25]Sepideh Miralaei, Ali A. Ghorbani:
Category-based Similarity Algorithm for Semantic Similarity in Multi-agent Information Sharing Systems. IAT 2005: 242-245 - [c24]Jie Zhang, Ali A. Ghorbani:
Value-Centric Trust Model with Improved Familiarity Measurement. IJCAI 2005: 1670-1671 - [c23]Mehdi Shajari, Ali A. Ghorbani:
Agent-oriented Design for Network Survivability. ISDA 2005: 166-171 - [c22]Iosif-Viorel Onut, Bin Zhu, Ali A. Ghorbani:
SVision: A Network Host-Centered Anomaly Visualization Technique. ISC 2005: 16-28 - [c21]Wenpu Xing, Ali A. Ghorbani:
Information Domain Modeling for Adaptive Web Systems. Web Intelligence 2005: 684-687 - 2004
- [c20]John Zhong Lei, Ali A. Ghorbani:
The Reconstruction of the Interleaved Sessions from a Server Log. Canadian AI 2004: 133-145 - [c19]John Zhong Lei, Ali A. Ghorbani:
Network Intrusion Detection Using an Improved Competitive Learning Neural Network. CNSR 2004: 190-197 - [c18]Mehran Nadjarbashi-Noghani, Ali A. Ghorbani:
Improving the Referrer-Based Web Log Session Reconstruction. CNSR 2004: 286-292 - [c17]Wenpu Xing, Ali A. Ghorbani:
Weighted PageRank Algorithm. CNSR 2004: 305-314 - [c16]Jie Zhang, Ali A. Ghorbani:
The Reconstruction of User Sessions from a Server Log Using Improved Time-Oriented Heuristics. CNSR 2004: 315-322 - [c15]Elijah Bitting, Ali A. Ghorbani:
Cooperative Multiagent Systems for the Optimization of Urban Traffic. IAT 2004: 176-182 - [c14]Jie Zhang, Ali A. Ghorbani:
Familiarity and Trust: Measuring Familiarity with a Web Site. PST 2004: 23-28 - [c13]Iosif-Viorel Onut, Bin Zhu, Ali A. Ghorbani:
A novel visualization technique for network anomaly detection. PST 2004: 167-174 - [c12]Mehdi Shajari, Ali A. Ghorbani:
Application of Belief-Desire-Intention Agents in Intrusion Detection & Response. PST 2004: 181-191 - [c11]Hossein Sadat, Ali A. Ghorbani:
On the Evaluation of Adaptive Web Systems. Workshop on Web-based Support Systems 2004: 127-136 - 2003
- [c10]Yu Guan, Ali A. Ghorbani, Nabil Belacel:
An Unsupervised Clustering Algorithm for Intrusion Detection. AI 2003: 616-617 - [c9]Hong Tang, Ali A. Ghorbani:
Accent Classification Using Support Vector Machine and Hidden Markov Model. AI 2003: 629-631 - [c8]John France, Ali A. Ghorbani:
A Multiagent System for Optimizing Urban Traffic. IAT 2003: 411-414 - [c7]Mehdi Shajari, Ali A. Ghorbani:
Using Fuzzy System to Manage False Alarms in Intrusion Detection. SEC 2003: 241-252 - [c6]Jonathan Carter, Ali A. Ghorbani:
Value Centric Trust in Multiagent Systems. Web Intelligence 2003: 3-9 - 2002
- [c5]Jonathan Carter, Ali A. Ghorbani, Stephen Marsh:
Just-in-time information sharing architectures in multiagent systems. AAMAS 2002: 647-654 - 2001
- [c4]Ali Farzan, Ali A. Ghorbani:
The Bottom-Up Freezing: An Approach to Neural Engineering. AI 2001: 317-324 - 2000
- [c3]Ali A. Ghorbani, Lila Bayat:
Accelerated Backpropagation Learning: Extended Dynamic Parallel Tangent Optimization Algorithm. AI 2000: 293-304 - [c2]Hui Yu, Ali A. Ghorbani, Virendra C. Bhavsar, Stephen Marsh:
Keyphrase-Based Information Sharing in the ACORN Multi-agent Architecture. MATA 2000: 243-256 - 1996
- [c1]Ali A. Ghorbani, Virendrakumar C. Bhavsar:
Limited precision incremental communication: error analysis. ICNN 1996: 1127-1132
Editorship
- 2018
- [e8]Kieran McLaughlin, Ali A. Ghorbani, Sakir Sezer, Rongxing Lu, Liqun Chen, Robert H. Deng, Paul Miller, Stephen Marsh, Jason R. C. Nurse:
16th Annual Conference on Privacy, Security and Trust, PST 2018, Belfast, Northern Ireland, Uk, August 28-30, 2018. IEEE Computer Society 2018, ISBN 978-1-5386-7493-2 [contents] - [e7]Xiaodong Lin, Ali A. Ghorbani, Kui Ren, Sencun Zhu, Aiqing Zhang:
Security and Privacy in Communication Networks - 13th International Conference, SecureComm 2017, Niagara Falls, ON, Canada, October 22-25, 2017, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 238, Springer 2018, ISBN 978-3-319-78812-8 [contents] - [e6]Xiaodong Lin, Ali A. Ghorbani, Kui Ren, Sencun Zhu, Aiqing Zhang:
Security and Privacy in Communication Networks - SecureComm 2017 International Workshops, ATCS and SePrIoT, Niagara Falls, ON, Canada, October 22-25, 2017, Proceedings. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 239, Springer 2018, ISBN 978-3-319-78815-9 [contents] - 2015
- [e5]Ali A. Ghorbani, Vicenç Torra, Hüseyin Hisil, Ali Miri, Ahmet Koltuksuz, Jie Zhang, Murat Sensoy, Joaquín García-Alfaro, Ibrahim Zincir:
13th Annual Conference on Privacy, Security and Trust, PST 2015, Izmir, Turkey, July 21-23, 2015. IEEE Computer Society 2015, ISBN 978-1-4673-7828-4 [contents] - 2013
- [e4]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:
Eleventh Annual International Conference on Privacy, Security and Trust, PST 2013, 10-12 July, 2013, Tarragona, Catalonia, Spain, July 10-12, 2013. IEEE Computer Society 2013, ISBN 978-1-4673-5839-2 [contents] - 2012
- [e3]Runhe Huang, Ali A. Ghorbani, Gabriella Pasi, Takahira Yamaguchi, Neil Y. Yen, Beijing Jin:
Active Media Technology - 8th International Conference, AMT 2012, Macau, China, December 4-7, 2012. Proceedings. Lecture Notes in Computer Science 7669, Springer 2012, ISBN 978-3-642-35235-5 [contents] - 2011
- [e2]Ning Zhong, Vic Callaghan, Ali A. Ghorbani, Bin Hu:
Active Media Technology - 7th International Conference, AMT 2011, Lanzhou, China, September 7-9, 2011. Proceedings. Lecture Notes in Computer Science 6890, Springer 2011, ISBN 978-3-642-23619-8 [contents] - 2010
- [e1]Jimmy Xiangji Huang, Ali A. Ghorbani, Mohand-Said Hacid, Takahira Yamaguchi:
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2010, Toronto, Canada, August 31 - September 3, 2010. IEEE Computer Society Press 2010 [contents]
Informal and Other Publications
- 2021
- [i4]Mohammad Mehdi Yadollahi, Farzaneh Shoeleh, Sajjad Dadkhah, Ali A. Ghorbani:
Robust Black-box Watermarking for Deep NeuralNetwork using Inverse Document Frequency. CoRR abs/2103.05590 (2021) - 2020
- [i3]Duc-Phong Le, Rongxing Lu, Ali A. Ghorbani:
Improved Fault Analysis on SIMECK Ciphers. CoRR abs/2010.05296 (2020) - [i2]Duc-Phong Le, Rongxing Lu, Ali A. Ghorbani:
Improved Fault Analysis on SIMECK Ciphers. IACR Cryptol. ePrint Arch. 2020: 1263 (2020) - 2019
- [i1]Duc-Phong Le, Guomin Yang, Ali A. Ghorbani:
DDH-based Multisignatures with Public Key Aggregation. IACR Cryptol. ePrint Arch. 2019: 771 (2019)
Coauthor Index
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