On the capability of an SOM based intrusion detection system. - Hilmi Günes Kayacik; Ayse Nur Zincir-Heywood; Malcolm I. Heywood (IJCNN, 2003)

A Case Study of Three Open Source Security Management Tools. - Hilmi Günes Kayacik; Nur Zincir-Heywood (Integrated Network Management, 2003)

On Dataset Biases in a Learning System with Minimum A Priori Information for Intrusion Detection. - Hilmi Günes Kayacik; Nur Zincir-Heywood; Malcolm I. Heywood (CNSR, 2004)

Evolving Successful Stack Overflow Attacks for Vulnerability Testing. - Hilmi Günes Kayacik; Nur Zincir-Heywood; Malcolm I. Heywood (ACSAC, 2005)

Generating Representative Traffic for Intrusion Detection System Benchmarking. - Hilmi Günes Kayacik; Nur Zincir-Heywood (CNSR, 2005)

Analysis of Three Intrusion Detection System Benchmark Datasets Using Machine Learning Algorithms. - Hilmi Günes Kayacik; Nur Zincir-Heywood (ISI, 2005)

Selecting Features for Intrusion Detection: A Feature Relevance Analysis on KDD 99. - Hilmi Günes Kayacik; Nur Zincir-Heywood; Malcolm I. Heywood (PST, 2005)

On evolving buffer overflow attacks using genetic programming. - Hilmi Günes Kayacik; Malcolm I. Heywood; Nur Zincir-Heywood (GECCO, 2006)

Using self-organizing maps to build an attack map for forensic analysis. - Hilmi Günes Kayacik; Nur Zincir-Heywood (PST, 2006)

On the Contribution of Preamble to Information Hiding in Mimicry Attacks. - Hilmi Günes Kayacik; Nur Zincir-Heywood (AINA Workshops (1), 2007)

Automatically Evading IDS Using GP Authored Attacks. - Hilmi Günes Kayacik; Nur Zincir-Heywood; Malcolm I. Heywood (CISDA, 2007)

Evolving Buffer Overflow Attacks with Detector Feedback. - Hilmi Günes Kayacik; Malcolm I. Heywood; Nur Zincir-Heywood (EvoWorkshops, 2007)

A hierarchical SOM-based intrusion detection system. - Hilmi Günes Kayacik; Nur Zincir-Heywood; Malcolm I. Heywood (Eng. Appl. Artif. Intell., 2007)

Mimicry Attacks Demystified: What Can Attackers Do to Evade Detection? - Hilmi Günes Kayacik; Nur Zincir-Heywood (PST, 2008)

Generating mimicry attacks using genetic programming: A benchmarking study. - Hilmi Günes Kayacik; Nur Zincir-Heywood; Malcolm I. Heywood; Stefan Burschka (CICS, 2009)

Optimizing anomaly detector deployment under evolutionary black-box vulnerability testing. - Hilmi Günes Kayacik; Nur Zincir-Heywood; Malcolm I. Heywood; Stefan Burschka (CISDA, 2009)

Testing Detector Parameterization Using Evolutionary Exploit Generation. - Hilmi Günes Kayacik; Nur Zincir-Heywood; Malcolm I. Heywood; Stefan Burschka (EvoWorkshops, 2009)

A methodology for empirical analysis of permission-based security models and its application to android. - David Barrera 003; Hilmi Günes Kayacik; Paul C. van Oorschot; Anil Somayaji (CCS, 2010)

Can a good offense be a good defense? Vulnerability testing of anomaly detectors through an artificial arms race. - Hilmi Günes Kayacik; Nur Zincir-Heywood; Malcolm I. Heywood (Appl. Soft Comput., 2011)

Evolutionary computation as an artificial attacker: generating evasion attacks for detector vulnerability testing. - Hilmi Günes Kayacik; Nur Zincir-Heywood; Malcolm I. Heywood (Evol. Intell., 2011)

Malicious Automatically Generated Domain Name Detection Using Stateful-SBB. - Fariba Haddadi; Hilmi Günes Kayacik; Nur Zincir-Heywood; Malcolm I. Heywood (EvoApplications, 2013)

Stop questioning me!: towards optimizing user involvement during data collection on mobile devices. - Nicholas Micallef; Mike Just; Lynne Baillie; Hilmi Günes Kayacik (Mobile HCI, 2013)

Non-intrusive and Transparent Authentication on Smart Phones - (Extended Abstract). - Nicholas Micallef; Mike Just; Lynne Baillie; Hilmi Günes Kayacik (TRUST, 2013)

Data Driven Authentication: On the Effectiveness of User Behaviour Modelling with Mobile Device Sensors. - Hilmi Günes Kayacik; Mike Just; Lynne Baillie; David Aspinall 001; Nicholas Micallef (CoRR, 2014)

Why aren't Users Using Protection? Investigating the Usability of Smartphone Locking. - Nicholas Micallef; Mike Just; Lynne Baillie; Martin Halvey; Hilmi Günes Kayacik (MobileHCI, 2015)

Sensor use and usefulness: Trade-offs for data-driven authentication on mobile devices. - Nicholas Micallef; Hilmi Günes Kayacik; Mike Just; Lynne Baillie; David Aspinall 001 (PerCom, 2015)

Investigating the work practices of network security professionals. - Muhammad Adnan 001; Mike Just; Lynne Baillie; Hilmi Günes Kayacik (Inf. Comput. Secur., 2015)

SecDef Workshop 2016 Chairs' Welcome & Organization. - Günes Kayacik; Frank Moore (GECCO (Companion), 2016)

Evolutionary computation in network management and security: GECCO 2017 tutorial. - Nur Zincir-Heywood; Günes Kayacik (GECCO (Companion), 2017)