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ORCIDNur Zincir-Heywood
Ayse Nur Zincir-Heywood
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- affiliation: Dalhousie University,Faculty of Computer Science, Halifax, NS, USA
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2020 – today
- 2025
[d5]Jeffrey A. Adjei, Nur Zincir-Heywood, Malcom Heywood, Nabil Seddigh, Biswajit Nandy:
DALHOUSIE NIMS LAB IoT ATTACK DATASET 2025-1. IEEE DataPort, 2025
- 2024
- [j51]Carol Fung, Augusto Neto, Nur Zincir-Heywood, Changqing Luo:
CSNet 2023 special issue - the resilient networked systems. Ann. des Télécommunications 79(11-12): 707-709 (2024) - [j50]Egil Karlsen, Xiao Luo, Nur Zincir-Heywood, Malcolm I. Heywood:
Large language models and unsupervised feature learning: implications for log analysis. Ann. des Télécommunications 79(11-12): 711-729 (2024) - [j49]Ziyu Qiu, Zhilei Zhou, Brad Niblett, Andrew Johnston, Jeffrey Schwartzentruber, Nur Zincir-Heywood, Malcolm I. Heywood:
Assessing the impact of bag-of-words versus word-to-vector embedding methods and dimension reduction on anomaly detection from log files. Int. J. Netw. Manag. 34(1) (2024) - [j48]Marwa A. Elsayed, Nur Zincir-Heywood:
BoostSec: Adaptive Attack Detection for Vehicular Networks. J. Netw. Syst. Manag. 32(1): 6 (2024) - [j47]Egil Karlsen, Xiao Luo, Nur Zincir-Heywood, Malcolm I. Heywood:
Benchmarking Large Language Models for Log Analysis, Security, and Interpretation. J. Netw. Syst. Manag. 32(3): 59 (2024) - [j46]Nur Zincir-Heywood, Robert Birke, Elias Bou-Harb, Takeru Inoue, Neeraj Kumar, Hanan Lutfiyya, Deepak Puthal, Abdallah Shami, Natalia Stakhanova:
Guest Editorial: Special section on Networks, Systems, and Services Operations and Management Through Intelligence. IEEE Trans. Netw. Serv. Manag. 21(3): 2608-2612 (2024) - [c192]Jeffrey A. Adjei, Nur Zincir-Heywood, Biswajit Nandy, Nabil Seddigh:
IoT Device and State Identification based on Usage Patterns. CNSM 2024: 1-7 - [c191]Hamideh Baharlouei, Adetokunbo Makanju, Nur Zincir-Heywood:
Evaluating the Robustness of ADVENT on the VeReMi-Extension Dataset. CNSM 2024: 1-7 - [c190]Rafael Copstein, Nur Zincir-Heywood, Malcolm I. Heywood:
Improving Real-Time Anomaly Detection using Multiple Instances of Micro-Cluster Detection. CNSM 2024: 1-6 - [c189]Zhilei Zhou, Nur Zincir-Heywood
, Malcolm I. Heywood:
Simple Efficient Evolutionary Ensemble Learning on Network Intrusion Detection Benchmarks. EvoApplications@EvoStar 2024: 361-376 - [c188]Jeffrey Adjei, Nur Zincir-Heywood, Biswajit Nandy, Nabil Seddigh:
Identifying IoT Devices: A Machine Learning Analysis Using Traffic Flow Metadata. NOMS 2024: 1-7 - [c187]Sadia Afrin, Marwa A. Elsayed, Nur Zincir-Heywood:
GENI: GANs Evaluation of iNjection attacks on IoT. WF-IoT 2024: 1-6 - [c186]Haotian Liu, Riyad Alshammari, Nur Zincir-Heywood:
Edge-Cloud VPN Traffic Analysis over Cross Platforms. WF-IoT 2024: 1-6 - [c185]Sadia Afrin, Marwa A. Elsayed, Nur Zincir-Heywood:
Work in Progress: Exploring Generative Modeling for Injection Attack Detection. WF-IoT 2024: 580-581 - [c184]Alexander Loginov, Nur Zincir-Heywood, Kevin de Snayer, Terri Dougall:
Exploring Data Exhaust Under Different IoT Traffic Scenarios. WF-IoT 2024: 798-803 - [d4]Jeffrey Adjei, Nur Zincir-Heywood, Biswajit Nandy, Nabil Seddigh:
DALHOUSIE NIMS LAB IOT 2024 DATASET. IEEE DataPort, 2024 - [d3]Jeffrey Attakorah Adjei, Nur Zincir-Heywood, Biswajit Nandy, Nabil Seddigh:
DALHOUSIE NIMS LAB BENIGN DATASET 2024-2. IEEE DataPort, 2024 - [d2]Haotian Liu, Riyad Alshammari, Nur Zincir-Heywood:
Dalhousie NIMS Lab VPN 2024 Dataset. IEEE DataPort, 2024 - [i3]Hamideh Baharlouei, Adetokunbo Makanju, Nur Zincir-Heywood:
ADVENT: Attack/Anomaly Detection in VANETs. CoRR abs/2401.08564 (2024) - 2023
- [j45]Sanaz Adel Alipour, Rita Orji, Nur Zincir-Heywood:
Behaviour and Bot Analysis on Online Social Networks: Twitter, Parler, and Reddit. Int. J. Technol. Hum. Interact. 19(1): 1-19 (2023) - [j44]Nur Zincir-Heywood, Robert Birke, Elias Bou-Harb, Giuliano Casale, Khalil El-Khatib, Takeru Inoue, Neeraj Kumar, Hanan Lutfiyya, Deepak Puthal, Abdallah Shami, Natalia Stakhanova, Farhana H. Zulkernine:
Guest Editorial: Special Section on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part II. IEEE Trans. Netw. Serv. Manag. 20(2): 882-889 (2023) - [c183]Marwa A. Elsayed, Patrick Russell, Biswajit Nandy, Nabil Seddigh, Nur Zincir-Heywood:
Anomaly Detection for IoT Networks: Empirical Study. CCECE 2023: 432-437 - [c182]Rafael Copstein, Brad Niblett, Andrew Johnston, Jeff Schwartzentruber, Malcolm I. Heywood, Nur Zincir-Heywood:
MIMC: Anomaly Detection in Network Data via Multiple Instances of Micro-Cluster Detection. CNSM 2023: 1-7 - [c181]Alexander Loginov, Jeffrey Adjei, Nur Zincir-Heywood, Srinivas Sampalli, Kevin de Snayer, Terri Dougall:
Preliminary Results on Exploring Data Exhaust of Consumer Internet of Things Devices. CNSM 2023: 1-5 - [c180]Zhilei Zhou, Ziyu Qiu, Brad Niblett, Andrew Johnston, Jeffrey Schwartzentruber, Nur Zincir-Heywood, Malcolm I. Heywood:
A Boosting Approach to Constructing an Ensemble Stack. EuroGP 2023: 133-148 - [c179]Zolboo Erdenebaatar, Riyad Alshammari, Biswajit Nandy, Nabil Seddigh, Marwa Elsayed, Nur Zincir-Heywood:
Depicting Instant Messaging Encrypted Traffic Characteristics through an Empirical Study. ICCCN 2023: 1-10 - [c178]Syed Hani Raza Abidi, Nur Zincir-Heywood, Syed Sibte Raza Abidi, Kranthi Jalakam, Samina Abidi, Lakshman Gunaratnam, Rita Suri, Héloïse Cardinale, Amanda Vinson, Bhanu Prasad, Michael Walsh, Seychelle Yohanna, George Worthen, Karthik K. Tennankore:
Characterizing Cluster-Based Frailty Phenotypes in a Multicenter Prospective Cohort of Kidney Transplant Candidates. MedInfo 2023: 896-900 - [c177]Hamideh Baharlouei, Adetokunbo Makanju, Nur Zincir-Heywood:
Exploring Real-Time Malicious Behaviour Detection in VANETs. DIVANet 2023: 1-8 - [c176]Zolboo Erdenebaatar, Riyad Alshammari, Nur Zincir-Heywood, Marwa Elsayed, Biswajit Nandy, Nabil Seddigh:
Analyzing Traffic Characteristics of Instant Messaging Applications on Android Smartphones. NOMS 2023: 1-5 - [c175]Zolboo Erdenebaatar, Biswajit Nandy, Nabil Seddigh, Riyad Alshammari, Marwa Elsayed, Nur Zincir-Heywood:
Instant Messaging Application Encrypted Traffic Generation System. NOMS 2023: 1-3 - [c174]Patrick Russell, Marwa A. Elsayed, Biswajit Nandy, Nabil Seddigh, Nur Zincir-Heywood:
On the Fence: Anomaly Detection in IoT Networks. NOMS 2023: 1-4 - [c173]Julia Silva Weber, Tiago Ferreto, Nur Zincir-Heywood:
Exploring Anomaly Detection Techniques for Enhancing VANET Availability. VTC2023-Spring 2023: 1-7 - [d1]Zolboo Erdenebaatar, Riyad Alshammari, Nur Zincir-Heywood, Marwa Elsayed, Biswajit Nandy, Nabil Seddigh:
Encrypted Mobile Instant Messaging Traffic Dataset. IEEE DataPort, 2023 - [i2]Egil Karlsen, Xiao Luo, Nur Zincir-Heywood, Malcolm I. Heywood:
Benchmarking Large Language Models for Log Analysis, Security, and Interpretation. CoRR abs/2311.14519 (2023) - 2022
- [j43]Rafael Copstein, Egil Karlsen, Jeff Schwartzentruber, Nur Zincir-Heywood, Malcolm I. Heywood:
Exploring syntactical features for anomaly detection in application logs. it Inf. Technol. 64(1-2): 15-27 (2022) - [j42]Nur Zincir-Heywood, Robert Birke, Elias Bou-Harb, Giuliano Casale, Khalil El-Khatib, Takeru Inoue, Neeraj Kumar, Hanan Lutfiyya, Deepak Puthal, Abdallah Shami, Natalia Stakhanova, Farhana H. Zulkernine:
Guest Editorial: Special Issue on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part I. IEEE Trans. Netw. Serv. Manag. 19(4): 3988-3994 (2022) - [c172]Sanaz Adel Alipour, Rita Orji, Nur Zincir-Heywood:
Security of Social Networks: Lessons Learned on Twitter Bot Analysis in the Literature. ARES 2022: 124:1-124:9 - [c171]Aishik Sanyal, Adetokunbo Makanju, Nur Zincir-Heywood:
Implementation of a Decentralized Traffic Congestion Avoidance Mechanism for VANETs. DIVANet 2022: 3-8 - [c170]Marwa A. Elsayed, Nur Zincir-Heywood:
BoostGuard: Interpretable Misbehavior Detection in Vehicular Communication Networks. NOMS 2022: 1-9 - [c169]Hamideh Baharlouei, Adetokunbo Makanju, Nur Zincir-Heywood:
Exploring Realistic VANET Simulations for Anomaly Detection of DDoS Attacks. VTC Spring 2022: 1-7 - [i1]Zhilei Zhou, Ziyu Qiu, Brad Niblett, Andrew Johnston, Jeffrey Schwartzentruber, Nur Zincir-Heywood, Malcolm I. Heywood:
A Boosting Approach to Constructing an Ensemble Stack. CoRR abs/2211.15621 (2022) - 2021
- [j41]Xiao Luo, Chengchao Yao, Nur Zincir-Heywood:
Modelling and visualising SSH brute force attack behaviours through a hybrid learning framework. Int. J. Inf. Comput. Secur. 16(1/2): 170-191 (2021) - [j40]Nur Zincir-Heywood, Rémi Badonnel:
CNSM 2019 special issue: Embracing the new wave of artificial intelligence. Int. J. Netw. Manag. 31(1) (2021) - [j39]Duc C. Le, Nur Zincir-Heywood:
Exploring anomalous behaviour detection and classification for insider threat identification. Int. J. Netw. Manag. 31(4) (2021) - [j38]Ali Safari Khatouni, Nabil Seddigh, Biswajit Nandy, Ayse Nur Zincir-Heywood:
Machine Learning Based Classification Accuracy of Encrypted Service Channels: Analysis of Various Factors. J. Netw. Syst. Manag. 29(1): 8 (2021) - [j37]Nur Zincir-Heywood, Giuliano Casale, David Carrera, Lydia Y. Chen, Amogh Dhamdhere, Takeru Inoue, Hanan Lutfiyya, Taghrid Samak:
Guest Editorial: Special Issue on Data Analytics and Machine Learning for Network and Service Management - Part II. IEEE Trans. Netw. Serv. Manag. 18(1): 775-779 (2021) - [j36]Duc C. Le, Nur Zincir-Heywood:
Anomaly Detection for Insider Threats Using Unsupervised Ensembles. IEEE Trans. Netw. Serv. Manag. 18(2): 1152-1164 (2021) - [j35]Hanan Lutfiyya, Robert Birke, Giuliano Casale, Amogh Dhamdhere, Jinho Hwang, Takeru Inoue, Neeraj Kumar, Deepak Puthal, Nur Zincir-Heywood:
Guest Editorial: Special Section on Embracing Artificial Intelligence for Network and Service Management. IEEE Trans. Netw. Serv. Manag. 18(4): 3936-3941 (2021) - [c168]Yulduz Khodjaeva, Nur Zincir-Heywood:
Network Flow Entropy for Identifying Malicious Behaviours in DNS Tunnels. ARES 2021: 72:1-72:7 - [c167]Rafael Copstein, Jeff Schwartzentruber, Nur Zincir-Heywood, Malcolm I. Heywood:
Log Abstraction for Information Security: Heuristics and Reproducibility. ARES 2021: 93:1-93:10 - [c166]Muhammadjon Toshpulatov, Nur Zincir-Heywood:
Anomaly Detection on Smart Meters Using Hierarchical Self Organizing Maps. CCECE 2021: 1-6 - [c165]Boma Graham-Kalio, Oladapo Oyebode, Nur Zincir-Heywood, Rita Orji:
Analyzing COVID-19 Tweets using Health Behaviour Theories and Machine Learning. SEGAH 2021: 1-8 - [c164]Duc C. Le, Nur Zincir-Heywood, Malcolm I. Heywood:
Training regime influences to semi-supervised learning for insider threat detection. SP (Workshops) 2021: 13-18 - [c163]Noah MacAskill, Zachary Wilkins, Nur Zincir-Heywood:
Scaling Multi-Objective Optimization for Clustering Malware. SSCI 2021: 1-8 - 2020
- [j34]Duc C. Le, Nur Zincir-Heywood:
A Frontier: Dependable, Reliable and Secure Machine Learning for Network/System Management. J. Netw. Syst. Manag. 28(4): 827-849 (2020) - [j33]Duc C. Le, Nur Zincir-Heywood, Malcolm I. Heywood:
Analyzing Data Granularity Levels for Insider Threat Detection Using Machine Learning. IEEE Trans. Netw. Serv. Manag. 17(1): 30-44 (2020) - [j32]Nur Zincir-Heywood, Giuliano Casale, David Carrera, Lydia Y. Chen, Amogh Dhamdhere, Takeru Inoue, Hanan Lutfiyya, Taghrid Samak:
Guest Editorial: Special Section on Data Analytics and Machine Learning for Network and Service Management-Part I. IEEE Trans. Netw. Serv. Manag. 17(4): 1971-1974 (2020) - [c162]Amir Khaleghi Moghaddam, Nur Zincir-Heywood:
Exploring data leakage in encrypted payload using supervised machine learning. ARES 2020: 74:1-74:10 - [c161]Duc C. Le, Nur Zincir-Heywood:
Exploring Adversarial Properties of Insider Threat Detection. CNS 2020: 1-9 - [c160]Rafael Copstein, Nur Zincir-Heywood:
Temporal Representations for Detecting BGP Blackjack Attacks. CNSM 2020: 1-7 - [c159]Zachary Wilkins, Nur Zincir-Heywood:
COUGAR: clustering of unknown malware using genetic algorithm routines. GECCO 2020: 1195-1203 - [c158]Zachary Wilkins, Ibrahim Zincir, Nur Zincir-Heywood:
Exploring an artificial arms race for malware detection. GECCO Companion 2020: 1537-1545 - [c157]Adam J. Campbell, Nur Zincir-Heywood:
Exploring Tunneling Behaviours in Malicious Domains With Self-Organizing Maps. SSCI 2020: 1419-1426 - [e6]Nur Zincir-Heywood, Mehmet Ulema, Müge Sayit, Stuart Clayman, Myung-Sup Kim, Cihat Cetinkaya:
16th International Conference on Network and Service Management, CNSM 2020, Izmir, Turkey, November 2-6, 2020. IEEE 2020, ISBN 978-3-903176-31-7 [contents]
2010 – 2019
- 2019
- [j31]Tien D. Phan, Nur Zincir-Heywood:
User identification via neural network based language models. Int. J. Netw. Manag. 29(3) (2019) - [j30]Duc C. Le, Nur Zincir-Heywood, Malcolm I. Heywood:
Unsupervised Monitoring of Networkand Service Behaviour Using SelfOrganizing Maps. J. Cyber Secur. Mobil. 8(1): 15-52 (2019) - [j29]David Carrera, Giuliano Casale, Takeru Inoue, Hanan Lutfiyya, Jia Wang, Nur Zincir-Heywood:
Guest Editorial: Special Issue on Novel Techniques in Big Data Analytics for Management. IEEE Trans. Netw. Serv. Manag. 16(3): 797-799 (2019) - [c156]Moath Bagarish, Riyad Alshammari, Nur Zincir-Heywood:
Are There Bots even in FIFA World Cup 2018 Tweets? CNSM 2019: 1-5 - [c155]Pedro Ferreira, Duc C. Le, Nur Zincir-Heywood:
Exploring Feature Normalization and Temporal Information for Machine Learning Based Insider Threat Detection. CNSM 2019: 1-7 - [c154]Mihir Joshi, Parmeet Singh, Nur Zincir-Heywood:
Compromised Tweet Detection Using Siamese Networks and fastText Representations. CNSM 2019: 1-5 - [c153]Ali Safari Khatouni, Lan Zhang, Khurram Aziz, Ibrahim Zincir, Nur Zincir-Heywood:
Exploring NAT Detection and Host Identification Using Machine Learning. CNSM 2019: 1-8 - [c152]Duc C. Le, Nur Zincir-Heywood:
Learning From Evolving Network Data for Dependable Botnet Detection. CNSM 2019: 1-5 - [c151]Duc C. Le, Malcolm I. Heywood, Nur Zincir-Heywood:
Benchmarking genetic programming in dynamic insider threat detection. GECCO (Companion) 2019: 385-386 - [c150]Zachary Wilkins, Nur Zincir-Heywood:
Darwinian malware detectors: a comparison of evolutionary solutions to android malware. GECCO (Companion) 2019: 1651-1658 - [c149]Duc C. Le, Nur Zincir-Heywood:
Machine learning based Insider Threat Modelling and Detection. IM 2019: 1-6 - [c148]Sara Khanchi, Nur Zincir-Heywood, Malcolm I. Heywood:
Network Analytics for Streaming Traffic Analysis. IM 2019: 25-30 - [c147]Ali Safari Khatouni, Ayse Nur Zincir-Heywood:
Integrating Machine Learning with Off-the-Shelf Traffic Flow Features for HTTP/HTTPS Traffic Classification. ISCC 2019: 1-7 - [c146]Mihir Joshi, Nur Zincir-Heywood:
Classification of Micro-Texts Using Sub-Word Embeddings. RANLP 2019: 526-533 - [c145]Duc C. Le, Nur Zincir-Heywood, Malcolm I. Heywood:
Dynamic Insider Threat Detection Based on Adaptable Genetic Programming. SSCI 2019: 2579-2586 - [e5]Hanan Lutfiyya, Yixin Diao, Nur Zincir-Heywood, Rémi Badonnel, Edmundo R. M. Madeira:
15th International Conference on Network and Service Management, CNSM 2019, Halifax, NS, Canada, October 21-25, 2019. IEEE 2019, ISBN 978-3-903176-24-9 [contents] - [e4]Nur Zincir-Heywood, Guillaume Bonfante, Mourad Debbabi, Joaquín García-Alfaro:
Foundations and Practice of Security - 11th International Symposium, FPS 2018, Montreal, QC, Canada, November 13-15, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11358, Springer 2019, ISBN 978-3-030-18418-6 [contents] - [r2]Duc C. Le, Nur Zincir-Heywood:
Big Data in Network Anomaly Detection. Encyclopedia of Big Data Technologies 2019 - 2018
- [j28]Sara Khanchi, Ali Vahdat, Malcolm I. Heywood, Nur Zincir-Heywood:
On botnet detection with genetic programming under streaming data label budgets and class imbalance. Swarm Evol. Comput. 39: 123-140 (2018) - [j27]Giuliano Casale, Yixin Diao, Marco Mellia, Rajiv Ranjan, Nur Zincir-Heywood:
Guest Editorial: Special Section on Advances in Big Data Analytics for Management. IEEE Trans. Netw. Serv. Manag. 15(1): 10-12 (2018) - [c144]Sara Khanchi, Ali Vahdat, Malcolm I. Heywood, Nur Zincir-Heywood:
On botnet detection with genetic programming under streaming data, label budgets and class imbalance. GECCO (Companion) 2018: 21-22 - [c143]Duc C. Le, Sara Khanchi, Nur Zincir-Heywood, Malcolm I. Heywood:
Benchmarking evolutionary computation approaches to insider threat detection. GECCO 2018: 1286-1293 - [c142]Samuel Champagne, Tokunbo Makanju, Chengchao Yao, Nur Zincir-Heywood, Malcolm I. Heywood:
A genetic algorithm for dynamic controller placement in software defined networking. GECCO (Companion) 2018: 1632-1639 - [c141]Sara Khanchi, Nur Zincir-Heywood, Malcolm I. Heywood:
Streaming Botnet traffic analysis using bio-inspired active learning. NOMS 2018: 1-6 - [c140]Khalid Shahbar, Nur Zincir-Heywood:
How far can we push flow analysis to identify encrypted anonymity network traffic? NOMS 2018: 1-6 - [c139]Nur Zincir-Heywood, Tien D. Phan:
A language model for compromised user analysis. NOMS 2018: 1-4 - [c138]Duc C. Le, Nur Zincir-Heywood:
Evaluating Insider Threat Detection Workflow Using Supervised and Unsupervised Learning. IEEE Symposium on Security and Privacy Workshops 2018: 270-275 - [c137]Rapahel Bronfman-Nadas, Nur Zincir-Heywood, John T. Jacobs:
An Artificial Arms Race: Could it Improve Mobile Malware Detectors? TMA 2018: 1-8 - 2017
- [j26]Yixin Diao, Nur Zincir-Heywood:
Big data analytics for network and service management. Int. J. Netw. Manag. 27(4) (2017) - [j25]Fariba Haddadi, Nur Zincir-Heywood:
Botnet behaviour analysis: How would a data analytics-based system with minimum a priori information perform? Int. J. Netw. Manag. 27(4) (2017) - [j24]Khalid Shahbar, Nur Zincir-Heywood:
Packet Momentum for Identificationof Anonymity Networks. J. Cyber Secur. Mobil. 6(1): 27-56 (2017) - [c136]Khalid Shahbar, Nur Zincir-Heywood:
Weighted Factors for Evaluating Anonymity. FPS 2017: 303-318 - [c135]Adetokunbo Makanju, Nur Zincir-Heywood, Shinsaku Kiyomoto:
On evolutionary computation for moving target defense in software defined networks. GECCO (Companion) 2017: 287-288 - [c134]Sara Khanchi, Malcolm I. Heywood, Nur Zincir-Heywood:
Properties of a GP active learning framework for streaming data with class imbalance. GECCO 2017: 945-952 - [c133]Nur Zincir-Heywood, Günes Kayacik:
Evolutionary computation in network management and security: GECCO 2017 tutorial. GECCO (Companion) 2017: 1094-1112 - [c132]Olivia Lucca Fraser, Nur Zincir-Heywood, Malcolm I. Heywood, John T. Jacobs:
Return-oriented programme evolution with ROPER: a proof of concept. GECCO (Companion) 2017: 1447-1454 - [c131]Weikeng Chen, Xiao Luo, Nur Zincir-Heywood:
Exploring a service-based normal behaviour profiling system for botnet detection. IM 2017: 947-952 - [c130]Khalid Shahbar, Nur Zincir-Heywood:
Effects of Shared Bandwidth on Anonymity of the I2P Network Users. IEEE Symposium on Security and Privacy Workshops 2017: 235-240 - [c129]Khalid Shahbar, Nur Zincir-Heywood:
An analysis of tor pluggable transports under adversarial conditions. SSCI 2017: 1-7 - [c128]Chengchao Yao, Xiao Luo, Nur Zincir-Heywood:
Data analytics for modeling and visualizing attack behaviors: A case study on SSH brute force attacks. SSCI 2017: 1-8 - 2016
- [j23]Fariba Haddadi, Nur Zincir-Heywood:
Benchmarking the Effect of Flow Exporters and Protocol Filters on Botnet Traffic Classification. IEEE Syst. J. 10(4): 1390-1401 (2016) - [c127]Sara Khanchi, Malcolm I. Heywood, Nur Zincir-Heywood:
On the Impact of Class Imbalance in GP Streaming Classification with Label Budgets. EuroGP 2016: 35-50 - [c126]Robert J. Smith, Ayse Nur Zincir-Heywood, Malcolm I. Heywood, John T. Jacobs:
Initiating a Moving Target Network Defense with a Real-time Neuro-evolutionary Detector. GECCO (Companion) 2016: 1095-1102 - [c125]Carola Doerr, Julia Handl, Emma Hart, Gabriela Ochoa, Amarda Shehu, Tea Tusar, Anya E. Vostinar, Christine Zarges, Nur Zincir-Heywood:
Women@GECCO 2016 Chairs' Welcome. GECCO (Companion) 2016: 1447-1449 - [c124]Deepthi Rajashekar, Nur Zincir-Heywood, Malcolm I. Heywood:
Smart Phone User Behaviour Characterization Based on Autoencoders and Self Organizing Maps. ICDM Workshops 2016: 319-326 - [c123]Vahid Aghaei Foroushani, Nur Zincir-Heywood:
Autonomous system based flow marking scheme for IP-Traceback. NOMS 2016: 121-128 - [c122]Fariba Haddadi, Duong-Tien Phan, Nur Zincir-Heywood:
How to choose from different botnet detection systems? NOMS 2016: 1079-1084 - [c121]Duc C. Le, Nur Zincir-Heywood, Malcolm I. Heywood:
Data analytics on network traffic flows for botnet behaviour detection. SSCI 2016: 1-7 - [p1]Jillian Morgan, Nur Zincir-Heywood, John T. Jacobs:
A Benchmarking Study on Stream Network Traffic Analysis Using Active Learning. Recent Advances in Computational Intelligence in Defense and Security 2016: 249-273 - [e3]Rami S. Abielmona, Rafael Falcon, Nur Zincir-Heywood, Hussein A. Abbass:
Recent Advances in Computational Intelligence in Defense and Security. Studies in Computational Intelligence 621, Springer 2016, ISBN 978-3-319-26448-6 [contents] - 2015
- [j22]Can Bozdogan, Nur Zincir-Heywood, Ibrahim Zincir:
EMITS: An Experience Management System for IT Management Support. Int. J. Softw. Eng. Knowl. Eng. 25(3): 513-550 (2015) - [j21]Riyad Alshammari, Nur Zincir-Heywood:
Identification of VoIP encrypted traffic using a machine learning approach. J. King Saud Univ. Comput. Inf. Sci. 27(1): 77-92 (2015) - [j20]Riyad Alshammari, Nur Zincir-Heywood:
How Robust Can a Machine Learning Approach Be for Classifying Encrypted VoIP? J. Netw. Syst. Manag. 23(4): 830-869 (2015) - [c120]Eray Balkanli, Nur Zincir-Heywood:
Highlights on analyzing one-way traffic using different tools. CISDA 2015: 1-8 - [c119]Khalid Shahbar, Nur Zincir-Heywood:
Traffic flow analysis of tor pluggable transports. CNSM 2015: 178-181 - [c118]Vahid Aghaei Foroushani, Nur Zincir-Heywood:
Deterministic flow marking for IPv6 traceback (DFM6). CNSM 2015: 270-273 - [c117]Xiao Luo, Revanth Nadanasabapathy, Nur Zincir-Heywood, Keith Gallant, Janith Peduruge:
Predictive Analysis on Tracking Emails for Targeted Marketing. Discovery Science 2015: 116-130 - [c116]Serdar Baran Tatar, Andrew R. McIntyre, Nur Zincir-Heywood, Malcolm I. Heywood:
Benchmarking Stream Clustering for Churn Detection in Dynamic Networks. Discovery Science 2015: 284-298 - [c115]Ali Vahdat, Jillian Morgan, Andrew R. McIntyre, Malcolm I. Heywood, Nur Zincir-Heywood:
Tapped Delay Lines for GP Streaming Data Classification with Label Budgets. EuroGP 2015: 126-138 - [c114]Fariba Haddadi, Nur Zincir-Heywood:
A Closer Look at the HTTP and P2P Based Botnets from a Detector's Perspective. FPS 2015: 212-228 - [c113]Fariba Haddadi, Nur Zincir-Heywood:
Botnet Detection System Analysis on the Effect of Botnet Evolution and Feature Representation. GECCO (Companion) 2015: 893-900 - [c112]Vahid Aghaei Foroushani, Nur Zincir-Heywood:
A Proxy Identifier Based on Patterns in Traffic Flows. HASE 2015: 118-125 - [c111]Vahid Aghaei Foroushani, Nur Zincir-Heywood:
Investigating unique flow marking for tracing back DDoS attacks. IM 2015: 762-765 - [c110]Fariba Haddadi, Duc Le Cong, Laura Porter, Nur Zincir-Heywood:
On the Effectiveness of Different Botnet Detection Approaches. ISPEC 2015: 121-135 - [c109]Eray Balkanli, Nur Zincir-Heywood, Malcolm I. Heywood:
Feature selection for robust backscatter DDoS detection. LCN Workshops 2015: 611-618 - [c108]Vahid Aghaei Foroushani, Nur Zincir-Heywood:
Probabilistic flow marking for IP traceback (PFM). RNDM@WMNC 2015: 229-236 - [e2]Frédéric Cuppens, Joaquín García-Alfaro, Nur Zincir-Heywood, Philip W. L. Fong:
Foundations and Practice of Security - 7th International Symposium, FPS 2014, Montreal, QC, Canada, November 3-5, 2014. Revised Selected Papers. Lecture Notes in Computer Science 8930, Springer 2015, ISBN 978-3-319-17039-8 [contents] - [r1]Ali Vahdat, Jillian Morgan, Andrew R. McIntyre, Malcolm I. Heywood, Nur Zincir-Heywood:
Evolving GP Classifiers for Streaming Data Tasks with Concept Change and Label Budgets: A Benchmarking Study. Handbook of Genetic Programming Applications 2015: 451-480 - 2014
- [c107]Fariba Haddadi, Jillian Morgan, Eduardo Gomes Filho, Nur Zincir-Heywood:
Botnet Behaviour Analysis Using IP Flows: With HTTP Filters Using Classifiers. AINA Workshops 2014: 7-12 - [c106]Vahid Aghaei Foroushani, Nur Zincir-Heywood:
TDFA: Traceback-Based Defense against DDoS Flooding Attacks. AINA 2014: 597-604 - [c105]Jeevitha Mahendiran, Kirstie Hawkey, Nur Zincir-Heywood:
Exploring the need for visualizations in system administration tools. CHI Extended Abstracts 2014: 1429-1434 - [c104]Eray Balkanli, Jander Alves, Nur Zincir-Heywood:
Supervised learning to detect DDoS attacks. CICS 2014: 50-57 - [c103]Khalid Shahbar, Nur Zincir-Heywood:
Benchmarking two techniques for Tor classification: Flow level and circuit level classification. CICS 2014: 58-65 - [c102]Fariba Haddadi, Nur Zincir-Heywood:
Data Confirmation for Botnet Traffic Analysis. FPS 2014: 329-336 - [c101]Fariba Haddadi, Dylan Runkel, Nur Zincir-Heywood, Malcolm I. Heywood:
On botnet behaviour analysis using GP and C4.5. GECCO (Companion) 2014: 1253-1260 - [c100]Eray Balkanli, Nur Zincir-Heywood:
On the analysis of backscatter traffic. LCN Workshops 2014: 671-678 - [c99]Hossein Rahimi, Tuerxun Maimaiti, Nur Zincir-Heywood:
A case study for a secure and robust geo-fencing and access control framework. NOMS 2014: 1-8 - [c98]Yasemin Gokcen, Vahid Aghaei Foroushani, Nur Zincir-Heywood:
Can We Identify NAT Behavior by Analyzing Traffic Flows? IEEE Symposium on Security and Privacy Workshops 2014: 132-139 - [e1]Jean-Luc Danger, Mourad Debbabi, Jean-Yves Marion, Joaquín García-Alfaro, Nur Zincir-Heywood:
Foundations and Practice of Security - 6th International Symposium, FPS 2013, La Rochelle, France, October 21-22, 2013, Revised Selected Papers. Lecture Notes in Computer Science 8352, Springer 2014, ISBN 978-3-319-05301-1 [contents] - 2013
- [j19]Vahid Aghaei Foroushani, Nur Zincir-Heywood:
IP traceback through (authenticated) deterministic flow marking: an empirical evaluation. EURASIP J. Inf. Secur. 2013: 5 (2013) - [c97]Vahid Aghaei Foroushani, Nur Zincir-Heywood:
Deterministic and Authenticated Flow Marking for IP Traceback. AINA 2013: 397-404 - [c96]Fariba Haddadi, Nur Zincir-Heywood:
Analyzing string format-based classifiers for botnet detection: GP and SVM. IEEE Congress on Evolutionary Computation 2013: 2626-2633 - [c95]Patrick LaRoche, Aimee Burrows, Nur Zincir-Heywood:
How far an evolutionary approach can go for protocol state analysis and discovery. IEEE Congress on Evolutionary Computation 2013: 3228-3235 - [c94]Hossein Rahimi, Nur Zincir-Heywood, Bharat Gadher:
Indoor geo-fencing and access control for wireless networks. CICS 2013: 1-8 - [c93]Vahid Aghaei Foroushani, Nur Zincir-Heywood:
Investigating application behavior in network traffic traces. CISDA 2013: 72-79 - [c92]Ozge Yeloglu, Evangelos E. Milios, Nur Zincir-Heywood:
Beyond term clusters: assigning Wikipedia concepts to scientific documents. ACM Symposium on Document Engineering 2013: 233-234 - [c91]Fariba Haddadi, Hilmi Günes Kayacik, Nur Zincir-Heywood, Malcolm I. Heywood:
Malicious Automatically Generated Domain Name Detection Using Stateful-SBB. EvoApplications 2013: 529-539 - [c90]Sara Rahimi, Andrew R. McIntyre, Malcolm I. Heywood, Nur Zincir-Heywood:
Label free change detection on streaming data with cooperative multi-objective genetic programming. GECCO (Companion) 2013: 159-160 - [c89]Adetokunbo Makanju, Nur Zincir-Heywood, Evangelos E. Milios:
Investigating event log analysis with minimum apriori information. IM 2013: 962-968 - [c88]Can Bozdogan, Nur Zincir-Heywood, Yasemin Gokcen:
Automatic optimization for a clustering based approach to support IT management. IM 2013: 1233-1236 - [c87]Vahid Aghaei Foroushani, Nur Zincir-Heywood:
On Evaluating IP Traceback Schemes: A Practical Perspective. IEEE Symposium on Security and Privacy Workshops 2013: 127-134 - 2012
- [j18]Adetokunbo Makanju, Nur Zincir-Heywood, Evangelos E. Milios:
A Lightweight Algorithm for Message Type Extraction in System Application Logs. IEEE Trans. Knowl. Data Eng. 24(11): 1921-1936 (2012) - [c86]Ali Vahdat, Malcolm I. Heywood, Nur Zincir-Heywood:
Symbiotic evolutionary subspace clustering. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c85]Patrick LaRoche, Nur Zincir-Heywood, Malcolm I. Heywood:
Network Protocol Discovery and Analysis via Live Interaction. EvoApplications 2012: 11-20 - [c84]Aaron Atwater, Malcolm I. Heywood, Nur Zincir-Heywood:
GP under streaming data constraints: a case for pareto archiving? GECCO 2012: 703-710 - [c83]Riyad Alshammari, Nur Zincir-Heywood:
The Impact of Evasion on the Generalization of Machine Learning Algorithms to Classify VoIP Traffic. ICCCN 2012: 1-8 - [c82]Adetokunbo Makanju, Nur Zincir-Heywood, Evangelos E. Milios:
Interactive learning of alert signatures in High Performance Cluster system logs. NOMS 2012: 52-60 - [c81]Can Bozdogan, Nur Zincir-Heywood:
Data mining for supporting IT management. NOMS 2012: 1378-1385 - [c80]Adetokunbo Makanju, Nur Zincir-Heywood, Evangelos E. Milios, Markus Latzel:
Spatio-temporal decomposition, clustering and identification for alert detection in system logs. SAC 2012: 621-628 - 2011
- [j17]Hilmi Günes Kayacik, Nur Zincir-Heywood, Malcolm I. Heywood:
Can a good offense be a good defense? Vulnerability testing of anomaly detectors through an artificial arms race. Appl. Soft Comput. 11(7): 4366-4383 (2011) - [j16]Riyad Alshammari, Nur Zincir-Heywood:
Can encrypted traffic be identified without port numbers, IP addresses and payload inspection? Comput. Networks 55(6): 1326-1350 (2011) - [j15]Hilmi Günes Kayacik, Nur Zincir-Heywood, Malcolm I. Heywood:
Evolutionary computation as an artificial attacker: generating evasion attacks for detector vulnerability testing. Evol. Intell. 4(4): 243-266 (2011) - [j14]Adetokunbo Makanju, Nur Zincir-Heywood, Evangelos E. Milios:
Robust learning intrusion detection for attacks on wireless networks. Intell. Data Anal. 15(5): 801-823 (2011) - [c79]Adetokunbo Makanju, Nur Zincir-Heywood, Evangelos E. Milios:
System State Discovery Via Information Content Clustering of System Logs. ARES 2011: 301-306 - [c78]Riyad Alshammari, Nur Zincir-Heywood:
Is machine learning losing the battle to produce transportable signatures against VoIP traffic? IEEE Congress on Evolutionary Computation 2011: 1543-1550 - [c77]Patrick LaRoche, Nur Zincir-Heywood, Malcolm I. Heywood:
Exploring the state space of an application protocol: A case study of SMTP. CICS 2011: 152-159 - [c76]Carlos Bacquet, Nur Zincir-Heywood, Malcolm I. Heywood:
Genetic optimization and hierarchical clustering applied to encrypted traffic identification. CICS 2011: 194-201 - [c75]Daniel J. Arndt, Nur Zincir-Heywood:
A Comparison of three machine learning techniques for encrypted network traffic analysis. CISDA 2011: 107-114 - [c74]Curtis McCarthy, Nur Zincir-Heywood:
An investigation on identifying SSL traffic. CISDA 2011: 115-122 - [c73]Adetokunbo Makanju, Nur Zincir-Heywood, Evangelos E. Milios:
A next generation entropy based framework for alert detection in system logs. Integrated Network Management 2011: 626-629 - [c72]Ozge Yeloglu, Evangelos E. Milios, Nur Zincir-Heywood:
Multi-document summarization of scientific corpora. SAC 2011: 252-258 - [c71]Adetokunbo Makanju, Nur Zincir-Heywood, Evangelos E. Milios:
Storage and retrieval of system log events using a structured schema based on message type transformation. SAC 2011: 528-533 - 2010
- [j13]Yongzheng Zhang, Evangelos E. Milios, Nur Zincir-Heywood:
Topic-based web site summarization. Int. J. Web Inf. Syst. 6(4): 266-303 (2010) - [c70]Natasha Bodorik, Nur Zincir-Heywood:
One Size Fits None: The Importance of Detector Parameterization. ARES 2010: 487-494 - [c69]Riyad Alshammari, Nur Zincir-Heywood:
Unveiling Skype encrypted tunnels using GP. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c68]Carlos Bacquet, Nur Zincir-Heywood, Malcolm I. Heywood:
An analysis of clustering objectives for feature selection applied to encrypted traffic identification. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c67]Ali Vahdat, Malcolm I. Heywood, Nur Zincir-Heywood:
Bottom-up evolutionary subspace clustering. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c66]Riyad Alshammari, Nur Zincir-Heywood:
An investigation on the identification of VoIP traffic: Case study on Gtalk and Skype. CNSM 2010: 310-313 - [c65]Adetokunbo Makanju, Nur Zincir-Heywood, Evangelos E. Milios:
Fast entropy based alert detection in super computer logs. DSN Workshops 2010: 52-58 - [c64]Patrick LaRoche, Nur Zincir-Heywood, Malcolm I. Heywood:
Using Code Bloat to Obfuscate Evolved Network Traffic. EvoApplications (2) 2010: 101-110 - [c63]Adetokunbo Makanju, Nur Zincir-Heywood, Evangelos E. Milios:
An Evaluation of Entropy Based Approaches to Alert Detection in High Performance Cluster Logs. QEST 2010: 69-78
2000 – 2009
- 2009
- [c62]Hilmi Günes Kayacik, Nur Zincir-Heywood, Malcolm I. Heywood, Stefan Burschka:
Generating mimicry attacks using genetic programming: A benchmarking study. CICS 2009: 136-143 - [c61]Riyad Alshammari, Nur Zincir-Heywood:
Generalization of signatures for SSH encrypted traffic identification. CICS 2009: 167-174 - [c60]Riyad Alshammari, Nur Zincir-Heywood:
Machine learning based encrypted traffic classification: Identifying SSH and Skype. CISDA 2009: 1-8 - [c59]Hilmi Günes Kayacik, Nur Zincir-Heywood, Malcolm I. Heywood, Stefan Burschka:
Optimizing anomaly detector deployment under evolutionary black-box vulnerability testing. CISDA 2009: 1-8 - [c58]Patrick LaRoche, Nur Zincir-Heywood, Malcolm I. Heywood:
Evolving TCP/IP packets: A case study of port scans. CISDA 2009: 1-8 - [c57]Carlos Bacquet, Nur Zincir-Heywood, Malcolm I. Heywood:
An Investigation of Multi-objective Genetic Algorithms for Encrypted Traffic Identification. CISIS 2009: 93-100 - [c56]Hilmi Günes Kayacik, Nur Zincir-Heywood, Malcolm I. Heywood, Stefan Burschka:
Testing Detector Parameterization Using Evolutionary Exploit Generation. EvoWorkshops 2009: 105-110 - [c55]Riyad Alshammari, Peter Lichodzijewski, Malcolm I. Heywood, Nur Zincir-Heywood:
Classifying SSH encrypted traffic with minimum packet header features using genetic programming. GECCO (Companion) 2009: 2539-2546 - [c54]Adetokunbo Makanju, Nur Zincir-Heywood, Evangelos E. Milios:
Clustering event logs using iterative partitioning. KDD 2009: 1255-1264 - 2008
- [c53]Adetokunbo Makanju, Nur Zincir-Heywood, Evangelos E. Milios:
Adaptabilty of a GP Based IDS on Wireless Networks. ARES 2008: 310-318 - [c52]Melanie Tupper, Nur Zincir-Heywood:
VEA-bility Security Metric: A Network Security Analysis Tool. ARES 2008: 950-957 - [c51]Duffy Angevine, Nur Zincir-Heywood:
A Preliminary Investigation of Skype Traffic Classification Using a Minimalist Feature Set. ARES 2008: 1075-1079 - [c50]Ashley George, Adetokunbo Makanju, Evangelos E. Milios, Nur Zincir-Heywood, Markus Latzel, Sotirios Stergiopoulos:
NetPal: a dynamic network administration knowledge base. CASCON 2008: 20 - [c49]Riyad Alshammari, Nur Zincir-Heywood:
A Preliminary Performance Comparison of Two Feature Sets for Encrypted Traffic Classification. CISIS 2008: 203-210 - [c48]Ashley George, Adetokunbo Makanju, Nur Zincir-Heywood, Evangelos E. Milios:
Information Retrieval in Network Administration. CNSR 2008: 561-568 - [c47]Adetokunbo Makanju, Stephen Brooks, Nur Zincir-Heywood, Evangelos E. Milios:
LogView: Visualizing Event Log Clusters. PST 2008: 99-108 - [c46]Riyad Alshammari, Nur Zincir-Heywood:
Investigating Two Different Approaches for Encrypted Traffic Classification. PST 2008: 156-166 - [c45]Hilmi Günes Kayacik, Nur Zincir-Heywood:
Mimicry Attacks Demystified: What Can Attackers Do to Evade Detection? PST 2008: 213-223 - 2007
- [j12]Hilmi Günes Kayacik, Nur Zincir-Heywood, Malcolm I. Heywood:
A hierarchical SOM-based intrusion detection system. Eng. Appl. Artif. Intell. 20(4): 439-451 (2007) - [j11]Yongzheng Zhang, Evangelos E. Milios, Nur Zincir-Heywood:
A Comparative Study on Key Phrase Extraction Methods in Automatic Web Site Summarization. J. Digit. Inf. Manag. 5(5): 323-332 (2007) - [c44]Hilmi Günes Kayacik, Nur Zincir-Heywood:
On the Contribution of Preamble to Information Hiding in Mimicry Attacks. AINA Workshops (1) 2007: 632-638 - [c43]Hilmi Günes Kayacik, Nur Zincir-Heywood, Malcolm I. Heywood:
Automatically Evading IDS Using GP Authored Attacks. CISDA 2007: 153-160 - [c42]Adetokunbo Makanju, Patrick LaRoche, Nur Zincir-Heywood:
A Comparison Between Signature and GP-Based IDSs for Link Layer Attacks on WiFi Networks. CISDA 2007: 213-219 - [c41]Hilmi Günes Kayacik, Malcolm I. Heywood, Nur Zincir-Heywood:
Evolving Buffer Overflow Attacks with Detector Feedback. EvoWorkshops 2007: 11-20 - [c40]Xiao Luo, Nur Zincir-Heywood:
Incorporating Temporal Information for Document Classification. ICDE Workshops 2007: 780-789 - [c39]Ozge Yeloglu, Nur Zincir-Heywood, Malcolm I. Heywood:
Growing recurrent self organizing map. SMC 2007: 290-295 - [c38]Riyad Alshammari, Nur Zincir-Heywood:
A flow based approach for SSH traffic detection. SMC 2007: 296-301 - 2006
- [j10]Suihong Liang, Nur Zincir-Heywood, Malcolm I. Heywood:
Adding more intelligence to the network routing problem: AntNet and Ga-agents. Appl. Soft Comput. 6(3): 244-257 (2006) - [c37]Xiao Luo, Nur Zincir-Heywood:
Evolving Recurrent Linear-GP for Document Classification and Word Tracking. IEEE Congress on Evolutionary Computation 2006: 2436-2443 - [c36]Patrick LaRoche, Nur Zincir-Heywood:
Genetic Programming Based WiFi Data Link Layer Attack Detection. CNSR 2006: 285-292 - [c35]Yeming Hu, Nur Zincir-Heywood:
Modeling User Behaviors from FTP Server Logs. CNSR 2006: 320-322 - [c34]Patrick LaRoche, Nur Zincir-Heywood:
802.11 De-authentication Attack Detection Using Genetic Programming. EuroGP 2006: 1-12 - [c33]Hilmi Günes Kayacik, Malcolm I. Heywood, Nur Zincir-Heywood:
On evolving buffer overflow attacks using genetic programming. GECCO 2006: 1667-1674 - [c32]Hilmi Günes Kayacik, Nur Zincir-Heywood:
Using self-organizing maps to build an attack map for forensic analysis. PST 2006: 33 - 2005
- [j9]Zhongmin Shi, Evangelos E. Milios, Nur Zincir-Heywood:
Post-Supervised Template Induction for Information Extraction from Lists and Tables in Dynamic Web Sources. J. Intell. Inf. Syst. 25(1): 69-93 (2005) - [j8]Leigh Wetmore, Malcolm I. Heywood, Nur Zincir-Heywood:
Speeding up the Self-Organizing Feature Map Using Dynamic Subset Selection. Neural Process. Lett. 22(1): 17-32 (2005) - [j7]Dong Song, Malcolm I. Heywood, Nur Zincir-Heywood:
Training genetic programming on half a million patterns: an example from anomaly detection. IEEE Trans. Evol. Comput. 9(3): 225-239 (2005) - [c31]Hilmi Günes Kayacik, Nur Zincir-Heywood, Malcolm I. Heywood:
Evolving Successful Stack Overflow Attacks for Vulnerability Testing. ACSAC 2005: 225-234 - [c30]Peter Lichodzijewski, Malcolm I. Heywood, Nur Zincir-Heywood:
CasGP: building cascaded hierarchical models using niching. Congress on Evolutionary Computation 2005: 1180-1187 - [c29]Hilmi Günes Kayacik, Nur Zincir-Heywood:
Generating Representative Traffic for Intrusion Detection System Benchmarking. CNSR 2005: 112-117 - [c28]Xiaosong Hu, Nur Zincir-Heywood:
Understanding the Performance of Cooperative Web Caching Systems. CNSR 2005: 183-188 - [c27]Patrick LaRoche, Nur Zincir-Heywood:
802.11 network intrusion detection using genetic programming. GECCO Workshops 2005: 170-171 - [c26]Xiao Luo, Malcolm I. Heywood, Nur Zincir-Heywood:
Evolving recurrent models using linear GP. GECCO 2005: 1787-1788 - [c25]Leigh Wetmore, Ayse Nur Zincir-Heywood, Malcolm I. Heywood:
Training the SOFM efficiently: an example from intrusion detection. IJCNN 2005: 1575-1580 - [c24]Xiao Luo, Nur Zincir-Heywood:
Comparison of a SOM based sequence analysis system and naive Bayesian classifier for spam filtering. IJCNN 2005: 2571-2576 - [c23]Hilmi Günes Kayacik, Nur Zincir-Heywood:
Analysis of Three Intrusion Detection System Benchmark Datasets Using Machine Learning Algorithms. ISI 2005: 362-367 - [c22]Xiao Luo, Nur Zincir-Heywood:
Evaluation of Two Systems on Multi-class Multi-label Document Classification. ISMIS 2005: 161-169 - [c21]Hilmi Günes Kayacik, Nur Zincir-Heywood, Malcolm I. Heywood:
Selecting Features for Intrusion Detection: A Feature Relevance Analysis on KDD 99. PST 2005 - [c20]Yongzheng Zhang, Nur Zincir-Heywood, Evangelos E. Milios:
Narrative text classification for automatic key phrase extraction in web document corpora. WIDM 2005: 51-58 - 2004
- [j6]Turhan Tunali, Nur Zincir-Heywood:
A heuristic approach to network optimised mapping of a distributed resource discovery architecture. Int. J. Comput. Appl. Technol. 19(1): 43-50 (2004) - [j5]Yongzheng Zhang, Nur Zincir-Heywood, Evangelos E. Milios:
World Wide Web site summarization. Web Intell. Agent Syst. 2(1): 39-53 (2004) - [c19]Yongzheng Zhang, Nur Zincir-Heywood, Evangelos E. Milios:
Term-Based Clustering and Summarization of Web Page Collections. Canadian AI 2004: 60-74 - [c18]Peter Lichodzijewski, Malcolm I. Heywood, Nur Zincir-Heywood:
Cascaded GP models for data mining. IEEE Congress on Evolutionary Computation 2004: 2258-2264 - [c17]Hilmi Günes Kayacik, Nur Zincir-Heywood, Malcolm I. Heywood:
On Dataset Biases in a Learning System with Minimum A Priori Information for Intrusion Detection. CNSR 2004: 181-189 - [c16]Yan Zhou, Nur Zincir-Heywood:
Intelligent Agents for Routing on Mobile Ad-Hoc Networks. CNSR 2004: 249-254 - [c15]Haihua Yun, Nur Zincir-Heywood:
Intelligent Ants for Adaptive Network Routing. CNSR 2004: 255-261 - [c14]Xiao Luo, Nur Zincir-Heywood:
Capturing Temporal Sequences for Text Representation Using Hierarchical SOMs. IC-AI 2004: 977-983 - [c13]Xiao Luo, Nur Zincir-Heywood:
Analyzing the Temporal Sequences for Text Categorization. KES 2004: 498-505 - 2003
- [c12]Ernst W. Grundke, Nur Zincir-Heywood:
A Uniform Continuum Model for Scaling of Ad Hoc Networks. ADHOC-NOW 2003: 96-103 - [c11]Zhongmin Shi, Evangelos E. Milios, Nur Zincir-Heywood:
Post-supervised Template Induction for Dynamic Web Sources. AI 2003: 268-282 - [c10]Yongzheng Zhang, Nur Zincir-Heywood, Evangelos E. Milios:
Summarizing Web Sites Automatically. AI 2003: 283-296 - [c9]Dong Song, Malcolm I. Heywood, Nur Zincir-Heywood:
A Linear Genetic Programming Approach to Intrusion Detection. GECCO 2003: 2325-2336 - [c8]Xiao Luo, Ayse Nur Zincir-Heywood:
A comparison of SOM based document categorization systems. IJCNN 2003: 1786-1791 - [c7]Hilmi Günes Kayacik, Ayse Nur Zincir-Heywood, Malcolm I. Heywood:
On the capability of an SOM based intrusion detection system. IJCNN 2003: 1808-1813 - [c6]Hilmi Günes Kayacik, Nur Zincir-Heywood:
A Case Study of Three Open Source Security Management Tools. Integrated Network Management 2003: 101-104 - [c5]Dyan J. Tufts-Conrad, Nur Zincir-Heywood, David Zitner:
SOM - Feature Extraction from Patient Discharge Summaries. SAC 2003: 263-267 - 2002
- [j4]Nur Zincir-Heywood, Malcolm I. Heywood, Chris R. Chatwin:
Object-Orientated Design of Digital Library Platforms for Multiagent Environments. IEEE Trans. Knowl. Data Eng. 14(2): 281-295 (2002) - [j3]Malcolm I. Heywood, Nur Zincir-Heywood:
Dynamic page based crossover in linear genetic programming. IEEE Trans. Syst. Man Cybern. Part B 32(3): 380-388 (2002) - [c4]Suiliong Liang, Nur Zincir-Heywood, Malcolm I. Heywood:
The effect of routing under local information using a social insect metaphor. IEEE Congress on Evolutionary Computation 2002: 1438-1443 - [c3]Suihong Liang, Nur Zincir-Heywood, Malcolm I. Heywood:
Intelligent Packets For Dynamic Network Routing Using Distributed Genetic Algorithm. GECCO 2002: 88-96 - 2000
- [j2]Nur Zincir-Heywood, Malcolm I. Heywood, Chris R. Chatwin, Turhan Tunali:
Heterogeneous Digital Library Query Platform Using a Truly Distributed Multi-Agent Search. Int. J. Cooperative Inf. Syst. 9(3): 229-254 (2000) - [j1]Malcolm I. Heywood, Nur Zincir-Heywood, Chris R. Chatwin:
Digital library query clearing using clustering and fuzzy decision-making. Inf. Process. Manag. 36(4): 571-583 (2000) - [c2]Malcolm I. Heywood, Nur Zincir-Heywood:
Register Based Genetic Programming on FPGA Computing Platforms. EuroGP 2000: 44-59 - [c1]Malcolm I. Heywood, Ayse Nur Zincir-Heywood:
Page-based linear genetic programming. SMC 2000: 3823-3828
1990 – 1999
- 1998
- [b1]Ayse Nur Zincir-Heywood:
İnternet üzerinde yeni bir bilgi tarama sisteminin tasarımı, gerçekleştirilmesi ve başarım değerlendirmesi (The Design, development and performance analysis of a new information retriveal system over internet). Ege University, Turkey, 1998
Coauthor Index
Marwa Elsayed
aka: Marwa A. Elsayed
aka: Marwa A. Elsayed
[j50] [j49] [j47] [c190] [c189] [c182] [c180] [i2] [j43] [i1] [c167] [c164] [j33] [j30] [c151] [c148] [c145] [j28] [c144] [c143] [c142] [c141] [c134] [c132] [c127] [c126] [c124] [c121] [c116] [c115] [c109] [r1] [c101] [c91] [c90] [c86] [c85] [c84] [j17] [j15] [c77] [c76] [c68] [c67] [c64] [c62] [c59] [c58] [c57] [c56] [c55] [j12] [c43] [c41] [c39] [j10] [c33] [j8] [j7] [c31] [c30] [c26] [c25] [c21] [c18] [c17] [c9] [c7] [j4] [j3] [c4] [c3] [j2] [j1] [c2] [c1]
Hilmi Günes Kayacik
aka: Günes Kayacik
aka: Günes Kayacik
Duc C. Le
aka: Duc Le Cong
aka: Duc Le Cong
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