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Ali A. Ghorbani
2010 – today
- 2013
[c88]Abtin Zohrabi Aliabadi, Fatemeh Razzaghi, Seyed Pooria Madani Kochak, Ali A. Ghorbani: Classifying Organizational Roles Using Email Social Networks. Canadian Conference on AI 2013: 301-307- [e4]Jordi Castellà-Roca, Josep Domingo-Ferrer, Joaquín García-Alfaro, Ali A. Ghorbani, Christian D. Jensen, Jesús A. Manjón, Iosif-Viorel Onut, Natalia Stakhanova, Vicenç Torra, Jie Zhang (Eds.): Eleventh Annual International Conference on Privacy, Security and Trust, PST 2013, 10-12 July, 2013, Tarragona, Catalonia, Spain, July 10-12, 2013. IEEE 2013, ISBN 978-1-4673-5839-2
- 2012
- [j37]Mahboobeh Soleimani, Ali A. Ghorbani: Multi-layer episode filtering for the multi-step attack detection. Computer Communications 35(11): 1368-1379 (2012)
- [j36]Ali Shiravi, Hadi Shiravi, Mahbod Tavallaee, Ali A. Ghorbani: Toward developing a systematic approach to generate benchmark datasets for intrusion detection. Computers & Security 31(3): 357-374 (2012)
- [j35]John Zhong Lei, Ali A. Ghorbani: Improved competitive learning neural networks for network intrusion and fraud detection. Neurocomputing 75(1): 135-145 (2012)
- [j34]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)
- [c87]John Felix Charles Joseph, Ali A. Ghorbani: Group Behavior Metrics for P2P Botnet Detection. ICICS 2012: 93-104
- [c86]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
- [c85]Mostafa Karamibekr, Ali A. Ghorbani: Sentiment Analysis of Social Issues. SocialInformatics 2012: 215-221
- [c84]Mostafa Karamibekr, Ali A. Ghorbani: Verb Oriented Sentiment Classification. Web Intelligence 2012: 327-331
- [e3]Runhe Huang, Ali A. Ghorbani, Gabriella Pasi, Takahira Yamaguchi, Neil Y. Yen, Beijing Jin (Eds.): 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
- 2011
- [j33]Wei Lu, Goaletsa Rammidi, Ali A. Ghorbani: Clustering botnet communication traffic based on n-gram feature selection. Computer Communications 34(3): 502-514 (2011)
- [j32]Julian L. Rrushi, Ehsan Mokhtari, Ali A. Ghorbani: Estimating botnet virulence within mathematical models of botnet propagation dynamics. Computers & Security 30(8): 791-802 (2011)
- [c83]Julian L. Rrushi, Ehsan Mokhtari, Ali A. Ghorbani: A statistical approach to botnet virulence estimation. ASIACCS 2011: 508-512
- [c82]John Felix Charles Joseph, Ali A. Ghorbani: VisVerND: Visual Verification of Network Traffic Dataset. CNSR 2011: 56-62
- [c81]Hadi Shiravi, Ali Shiravi, Ali A. Ghorbani: Situational Assessment of Intrusion Alerts: A Multi Attack Scenario Evaluation. ICICS 2011: 399-413
- [c80]Natalia Stakhanova, Mathieu Couture, Ali A. Ghorbani: Exploring network-based malware classification. MALWARE 2011: 14-20
- [c79]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
- [e2]Ning Zhong, Vic Callaghan, Ali A. Ghorbani, Bin Hu (Eds.): 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
- 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
- [j31]Ebrahim Bagheri, Ali A. Ghorbani: An exploratory classification of applications in the realm of collaborative modeling and design. Inf. Syst. E-Business Management 8(3): 257-286 (2010)
- [j30]Ebrahim Bagheri, Ali A. Ghorbani: UML-CI: A reference model for profiling critical infrastructure systems. Information Systems Frontiers 12(2): 115-139 (2010)
- [j29]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)
- [j28]Mahbod Tavallaee, Natalia Stakhanova, Ali A. Ghorbani: Toward Credible Evaluation of Anomaly-Based Intrusion-Detection Methods. IEEE Transactions on Systems, Man, and Cybernetics, Part C 40(5): 516-524 (2010)
- [j27]Ebrahim Bagheri, Ali A. Ghorbani: A Model for the Integration of Prioritized Knowledge Bases Through Subjective Belief Games. IEEE Transactions on Systems, Man, and Cybernetics, Part A 40(6): 1257-1270 (2010)
- [c78]Mahbod Tavallaee, Wei Lu, Ebrahim Bagheri, Ali A. Ghorbani: Automatic Discovery of Network Applications: A Hybrid Approach. Canadian Conference on AI 2010: 208-219
- [c77]Hanli Ren, Natalia Stakhanova, Ali A. Ghorbani: An Online Adaptive Approach to Alert Correlation. DIMVA 2010: 153-172
- [c76]
- [c75]Ali A. Ghorbani, Iosif-Viorel Onut: Y-Means: An Autonomous Clustering Algorithm. HAIS (1) 2010: 1-13
- [c74]Hadi Shiravi, Ali Shiravi, Ali A. Ghorbani: IDS Alert Visualization and Monitoring through Heuristic Host Selection. ICICS 2010: 445-458
- [c73]Natalia Stakhanova, Hanli Ren, Ali A. Ghorbani: Selective Regular Expression Matching. ISC 2010: 226-240
- [e1]Jimmy Xiangji Huang, Ali A. Ghorbani, Mohand-Said Hacid, Takahira Yamaguchi (Eds.): 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, ISBN 978-0-7695-4191-4
2000 – 2009
- 2009
- [j26]Reza Sadoddin, Ali A. Ghorbani: An incremental frequent structure mining framework for real-time alert correlation. Computers & Security 28(3-4): 153-173 (2009)
- [j25]Wei Lu, Ali A. Ghorbani: Network Anomaly Detection Based on Wavelet Analysis. EURASIP J. Adv. Sig. Proc. 2009 (2009)
- [j24]Mark Kilfoil, Ali A. Ghorbani: SWAMI: A Multiagent, Active Representation of a User's Browsing Interests. IJITWE 4(3): 1-24 (2009)
- [j23]Ebrahim Bagheri, Ali A. Ghorbani: A belief-theoretic framework for the collaborative development and integration of para-consistent conceptual models. Journal of Systems and Software 82(4): 707-729 (2009)
- [j22]Ebrahim Bagheri, Ali A. Ghorbani: Astrolabe: A Collaborative Multiperspective Goal-Oriented Risk Analysis Methodology. IEEE Transactions on Systems, Man, and Cybernetics, Part A 39(1): 66-85 (2009)
- [c72]Mohammad-Amin Jashki, Majid Makki, Ebrahim Bagheri, Ali A. Ghorbani: An Iterative Hybrid Filter-Wrapper Approach to Feature Selection for Document Clustering. Canadian Conference on AI 2009: 74-85
- [c71]Wei Lu, Mahbod Tavallaee, Ali A. Ghorbani: Automatic discovery of botnet communities on large-scale communication networks. ASIACCS 2009: 1-10
- [c70]Wei Lu, Mahbod Tavallaee, Goaletsa Rammidi, Ali A. Ghorbani: BotCop: An Online Botnet Traffic Classifier. CNSR 2009: 70-77
- [c69]
- [c68]Wei Lu, Mahbod Tavallaee, Ali A. Ghorbani: Hybrid Traffic Classification Approach Based on Decision Tree. GLOBECOM 2009: 1-6
- 2008
- [j21]M. Barouni-Ebrahimi, Ali A. Ghorbani: An Interactive Search Assistant Architecture Based on Intrinsic Query Stream Characteristics. Computational Intelligence 24(2): 158-190 (2008)
- [j20]Ali A. Ghorbani, Ebrahim Bagheri: The state of the art in critical infrastructure protection: a framework for convergence. IJCIS 4(3): 215-244 (2008)
- [j19]George O. M. Yee, Ali A. Ghorbani, Patrick C. K. Hung: Guest Editors' Introduction. Journal of Computer Security 16(2): 103-106 (2008)
- [j18]Harshit Nayyar, Ali A. Ghorbani: Approximate autoregressive modeling for network attack detection. Journal of Computer Security 16(2): 165-197 (2008)
- [j17]S. Hossein Sadat-Mohtasham, Ali A. Ghorbani: A language for high-level description of adaptive web systems. Journal of Systems and Software 81(7): 1196-1217 (2008)
- [c67]Natalia Stakhanova, Oleg Stakhanov, Ali A. Ghorbani: A Behavioral Model of Ideologically-motivated "Snowball" Attacks. ARES 2008: 88-95
- [c66]Reza Sadoddin, Ali A. Ghorbani: Real-time Alert Correlation Using Stream Data Mining Techniques. AAAI 2008: 1731-1737
- [c65]Ebrahim Bagheri, M. Barouni-Ebrahimi, Reza Zafarani, Ali A. Ghorbani: A Belief-Theoretic Reputation Estimation Model for Multi-context Communities. Canadian Conference on AI 2008: 48-59
- [c64]M. Barouni-Ebrahimi, Ebrahim Bagheri, Ali A. Ghorbani: A Frequency Mining-Based Algorithm for Re-ranking Web Search Engine Retrievals. Canadian Conference on AI 2008: 60-65
- [c63]Reza Zafarani, Mohammad-Amin Jashki, Hamidreza Baghi, Ali A. Ghorbani: A Novel Approach for Social Behavior Analysis of the Blogosphere. Canadian Conference on AI 2008: 356-367
- [c62]Ebrahim Bagheri, Ali A. Ghorbani: Experiences on the Belief-Theoretic Integration of Para-consistent Conceptual Models. Australian Software Engineering Conference 2008: 357-366
- [c61]Mahbod Tavallaee, Wei Lu, Shah Arif Iqbal, Ali A. Ghorbani: A Novel Covariance Matrix Based Approach for Detecting Network Anomalies. CNSR 2008: 75-81
- [c60]Wei Lu, Mahbod Tavallaee, Ali A. Ghorbani: Detecting Network Anomalies Using Different Wavelet Basis Functions. CNSR 2008: 149-156
- [c59]Mahboobeh Soleimani, Ali A. Ghorbani: Critical Episode Mining in Intrusion Detection Alerts. CNSR 2008: 157-164
- [c58]Majid Makki, Ebrahim Bagheri, Ali A. Ghorbani: Automating Architecture Trade-Off Decision Making through a Complex Multi-attribute Decision Process. ECSA 2008: 264-272
- [c57]
- [c56]Iosif-Viorel Onut, Ali A. Ghorbani: A Comprehensive Fuzzy Logic Model for Feature Performance Assessment against Network Attacks. HICSS 2008: 203
- [c55]Ebrahim Bagheri, Ali A. Ghorbani: Towards a Belief-Theoretic Model for Collaborative Conceptual Model Development. HICSS 2008: 489
- [c54]Reza Zafarani, Majid Makki, Ali A. Ghorbani: An Empirical Analysis on the Stability of Clustering Algorithms. ICTAI (2) 2008: 19-26
- [c53]Reza Zafarani, Ali A. Ghorbani: Oracle Clustering: Dynamic Partitioning Based on Random Observations. ICTAI (2) 2008: 27-34
- [c52]Ebrahim Bagheri, Ali A. Ghorbani: On the Definition of Essential and Contingent Properties of Subjective Belief Bases. MICAI 2008: 686-698
- [c51]
- 2007
- [j16]Iosif-Viorel Onut, Ali A. Ghorbani: SVision: A novel visual network-anomaly identification technique. Computers & Security 26(3): 201-212 (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. I. J. Network Security 5(1): 1-15 (2007)
- [j13]Peyman Kabiri, Ali A. Ghorbani: A Rule-based Temporal Alert Correlation System. I. J. Network Security 5(1): 66-72 (2007)
- [c50]
- [c49]M. Barouni-Ebrahimi, Ali A. Ghorbani: A Novel Approach for Frequent Phrase Mining in Web Search Engine Query Streams. CNSR 2007: 125-132
- [c48]Hamidreza Baghi, Mohammadreza Barouni-Ebrahimi, Ali A. Ghorbani, Reza Zafarani: ConnectA! : An Intelligent Search Engine based on Authors' Connectivity. CNSR 2007: 133-140
- [c47]Ebrahim Bagheri, Ali A. Ghorbani: Risk Analysis in Critical Infrastructure Systems based on the Astrolabe Methodology. CNSR 2007: 335-344
- [c46]Farnaz Gharibian, Ali A. Ghorbani: Comparative Study of Supervised Machine Learning Techniques for Intrusion Detection. CNSR 2007: 350-358
- [c45]Iosif-Viorel Onut, Ali A. Ghorbani: Features vs. Attacks: A Comprehensive Feature Selection Model for Network Based Intrusion Detection Systems. ISC 2007: 19-36
- [c44]Reza Sadoddin, Ali A. Ghorbani: A Comparative Study of Unsupervised Machine Learning and Data Mining Techniques for Intrusion Detection. MLDM 2007: 404-418
- [c43]Ebrahim Bagheri, Ali A. Ghorbani: A framework for distributed collaborative conceptual model development. OOPSLA Companion 2007: 785-786
- [c42]Ebrahim Bagheri, Ali A. Ghorbani: On the Collaborative Development of Para-Consistent Conceptual Models. QSIC 2007: 336-341
- [c41]Ali A. Ghorbani, Xiaowen Xu: A Fuzzy Markov Model Approach for Predicting User Navigation. Web Intelligence 2007: 307-311
- [c40]M. Barouni-Ebrahimi, Ali A. Ghorbani: On Query Completion in Web Search Engines Based on Query Stream Mining. Web Intelligence 2007: 317-320
- 2006
- [j12]Bin Zhu, Ali A. Ghorbani: Alert Correlation for Extracting Attack Strategies. I. J. Network Security 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 Professional 8(2): 27-34 (2006)
- [c39]Iosif-Viorel Onut, Ali A. Ghorbani: Toward A Feature Classification Scheme For Network Intrusion Detection. CNSR 2006: 277-284
- [c38]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
- [c37]Jie Zhang, Ali A. Ghorbani, Robin Cohen: An improved familiarity measurement for formalization of trust in e-commerce based multiagent systems. PST 2006: 19
- [c36]Harshit Nayyar, Ali A. Ghorbani: Approximate autoregressive modeling for network attack detection. PST 2006: 23
- [c35]
- [c34]Ebrahim Bagheri, Ali A. Ghorbani: Behavior analysis through reputation propagation in a multi-context environment. PST 2006: 40
- [c33]Eugenia Kondratova, Stephen Marsh, Ali A. Ghorbani: Trust-based contextual information filtering. PST 2006: 51
- [c32]Ebrahim Bagheri, Ali A. Ghorbani: Towards an MDA-oriented UML profile for critical infrastructure modeling. PST 2006: 66
- [c31]Mehran Nadjarbashi-Noghani, Ali A. Ghorbani: Design and implementation of a behavioral difference analyzer for network intrusion detection. PST 2006: 69
- [c30]M. Barouni-Ebrahimi, Ali A. Ghorbani: A Phrase Recommendation Algorithm Based on Query Stream Mining in Web Search Engines. WAW 2006: 129-136
- 2005
- [j10]Peyman Kabiri, Ali A. Ghorbani: Research on Intrusion Detection and Response: A Survey. I. J. Network Security 1(2): 84-102 (2005)
- [j9]Ming Chen, Ali A. Ghorbani, Virendrakumar C. Bhavsar: Incremental communication for adaptive resonance theory networks. IEEE Transactions on Neural Networks 16(1): 132-144 (2005)
- [c29]Mark Kilfoil, Ali A. Ghorbani: SWAMI: Searching the Web Using Agents with Mobility and Intelligence. Canadian Conference on AI 2005: 91-102
- [c28]Mehran Nadjarbashi-Noghani, Jie Zhang, Hossein Sadat, Ali A. Ghorbani: PENS: A Personalized Electronic News System. CNSR 2005: 31-38
- [c27]Hossein Sadat, Ali A. Ghorbani: A Presentation Description Language for Adaptive Web Systems. CNSR 2005: 169-175
- [c26]Mark Kilfoil, Wenpu Xing, Ali A. Ghorbani: ARAS: Adaptive Recommender for Academic Scheduling. CNSR 2005: 307-312
- [c25]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
- [c24]Sepideh Miralaei, Ali A. Ghorbani: Category-based Similarity Algorithm for Semantic Similarity in Multi-agent Information Sharing Systems. IAT 2005: 242-245
- [c23]Jie Zhang, Ali A. Ghorbani: Value-Centric Trust Model with Improved Familiarity Measurement. IJCAI 2005: 1670-1671
- [c22]
- [c21]Iosif-Viorel Onut, Bin Zhu, Ali A. Ghorbani: SVision: A Network Host-Centered Anomaly Visualization Technique. ISC 2005: 16-28
- [c20]Wenpu Xing, Ali A. Ghorbani: Information Domain Modeling for Adaptive Web Systems. Web Intelligence 2005: 684-687
- 2004
- [j8]Ali A. Ghorbani: Introduction to Special Issue on Agent Technologies for Electronic Business. Computational Intelligence 20(4): 527-531 (2004)
- [j7]Elijah Bitting, Ali A. Ghorbani: Protecting e-commerce agents from defamation. Electronic Commerce Research and Applications 3(1): 21-38 (2004)
- [j6]Jonathan Carter, Ali A. Ghorbani: Towards a formalization of value-centric trust in agent societies. Web Intelligence and Agent Systems 2(3): 167-183 (2004)
- [c19]John Zhong Lei, Ali A. Ghorbani: The Reconstruction of the Interleaved Sessions from a Server Log. Canadian Conference on AI 2004: 133-145
- [c18]John Zhong Lei, Ali A. Ghorbani: Network Intrusion Detection Using an Improved Competitive Learning Neural Network. CNSR 2004: 190-197
- [c17]Mehran Nadjarbashi-Noghani, Ali A. Ghorbani: Improving the Referrer-Based Web Log Session Reconstruction. CNSR 2004: 286-292
- [c16]
- [c15]
- [c14]Elijah Bitting, Ali A. Ghorbani: Cooperative Multiagent Systems for the Optimization of Urban Traffic. IAT 2004: 176-182
- [c13]
- [c12]Iosif-Viorel Onut, Bin Zhu, Ali A. Ghorbani: A novel visualization technique for network anomaly detection. PST 2004: 167-174
- [c11]Mehdi Shajari, Ali A. Ghorbani: Application of Belief-Desire-Intention Agents in Intrusion Detection & Response. PST 2004: 181-191
- [c10]Hossein Sadat, Ali A. Ghorbani: On the Evaluation of Adaptive Web Systems. Workshop on Web-based Support Systems 2004: 127-136
- 2003
- [j5]Stephen Marsh, Ali A. Ghorbani, Virendra C. Bhavsar: The ACORN multi-agent system. Web Intelligence and Agent Systems 1(1): 65-86 (2003)
- [c9]Yu Guan, Ali A. Ghorbani, Nabil Belacel: An Unsupervised Clustering Algorithm for Intrusion Detection. Canadian Conference on AI 2003: 616-617
- [c8]Hong Tang, Ali A. Ghorbani: Accent Classification Using Support Vector Machine and Hidden Markov Model. Canadian Conference on AI 2003: 629-631
- [c7]
- [c6]Mehdi Shajari, Ali A. Ghorbani: Using Fuzzy System to Manage False Alarms in Intrusion Detection. SEC 2003: 241-252
- [c5]Jonathan Carter, Ali A. Ghorbani: Value Centric Trust in Multiagent Systems. Web Intelligence 2003: 3-9
- 2002
- [j4]Jonathan Carter, Elijah Bitting, Ali A. Ghorbani: Reputation Formalization for an Information-Sharing Multi-Agent System. Computational Intelligence 18(4): 515-534 (2002)
- [j3]Jonathan Carter, Ali A. Ghorbani, Stephen Marsh: Architectural Components of Information-Sharing Societies. Computational Intelligence 18(4): 638-655 (2002)
- [c4]Jonathan Carter, Ali A. Ghorbani, Stephen Marsh: Just-in-time information sharing architectures in multiagent systems. AAMAS 2002: 647-654
- 2001
- [c3]Ali Farzan, Ali A. Ghorbani: The Bottom-Up Freezing: An Approach to Neural Engineering. Canadian Conference on AI 2001: 317-324
- 2000
- [c2]Ali A. Ghorbani, Lila Bayat: Accelerated Backpropagation Learning: Extended Dynamic Parallel Tangent Optimization Algorithm. Canadian Conference on AI 2000: 293-304
- [c1]Hui Yu, Ali A. Ghorbani, Virendra C. Bhavsar, Stephen Marsh: Keyphrase-Based Information Sharing in the ACORN Multi-agent Architecture. MATA 2000: 243-256
1990 – 1999
- 1998
- [j2]Ali A. Ghorbani, Virendra C. Bhavsar: Incremental communication for multilayer neural networks: error analysis. IEEE Transactions on Neural Networks 9(1): 68-82 (1998)
- 1995
- [j1]Ali A. Ghorbani, Virendrakumar C. Bhavsar: Incremental communication for multilayer neural networks. IEEE Trans. Neural Netw. Learning Syst. 6(6): 1375-1385 (1995)
Coauthor Index
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last updated on 2013-10-02 11:01 CEST by the dblp team