Ian Welch

According to our database, Ian Welch authored at least 107 papers between 1998 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2025

Genetic programming for enhanced detection of Advanced Persistent Threats through feature construction.

Abdullah Al Mamun, Harith Al-Sahaf, Ian Welch, Seyit Camtepe

Comput. Secur., 2025

2024

Detection of advanced persistent threat: A genetic programming approach.

Abdullah Al Mamun, Harith Al-Sahaf, Ian Welch, Masood Mansoori, Seyit Camtepe

Appl. Soft Comput., 2024

2023

Evolving malice scoring models for ransomware detection: An automated approach by utilising genetic programming and cooperative coevolution.

Taran Cyriac John, Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch, Julian Jang-Jaccard

Comput. Secur., June, 2023

A Survey on Cyber Situation-awareness Systems: Framework, Techniques, and Insights.

Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch, Harith Al-Sahaf, Ian Welch, Seyit Ahmet Çamtepe, Dan Dongseong Kim

ACM Comput. Surv., 2023

Investigating Cybersecurity Risks and the Responses of Home Workers in Aotearoa New Zealand.

Lisa Patterson, Ian Welch, Bryan Ng, Sue Chard

Proceedings of the 35th Australian Computer-Human Interaction Conference, 2023

IndigiCloud - Enacting Māori Data Sovereignty.

Ian Welch, Kevin Shedlock

Proceedings of the Australasian Conference on Information Systems, 2023

2022

Autoencoder-based feature construction for IoT attacks clustering.

Junaid Haseeb, Masood Mansoori, Yuichi Hirose, Harith Al-Sahaf, Ian Welch

Future Gener. Comput. Syst., 2022

A Ransomware Triage Approach using a Task Memory based on Meta-Transfer Learning Framework.

Jinting Zhu, Julian Jang-Jaccard, Ian Welch, Harith Al-Sahaf, Seyit Camtepe

CoRR, 2022

A few-shot meta-learning based siamese neural network using entropy features for ransomware classification.

Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Ian Welch, Harith Al-Sahaf, Seyit Camtepe

Comput. Secur., 2022

Corrigendum to 'Probabilistic modelling of deception-based security framework using markov decision process' [Computers & Security 115 (2022)/102599].

Junaid Haseeb, Saif Ur Rehman Malik, Masood Mansoori, Ian Welch

Comput. Secur., 2022

Probabilistic modelling of deception-based security framework using markov decision process.

Junaid Haseeb, Saif Ur Rehman Malik, Masood Mansoori, Ian Welch

Comput. Secur., 2022

Behavior-based ransomware classification: A particle swarm optimization wrapper-based approach for feature selection.

Muhammad Shabbir Abbasi, Harith Al-Sahaf, Masood Mansoori, Ian Welch

Appl. Soft Comput., 2022

Advanced Persistent Threat Detection: A Particle Swarm Optimization Approach.

Abdullah Al Mamun, Harith Al-Sahaf, Ian Welch, Seyit Camtepe

Proceedings of the 32nd International Telecommunication Networks and Applications Conference, 2022

Automatically evolving malice scoring models through utilisation of genetic programming: a cooperative coevolution approach.

Taran Cyriac John, Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

A Survey on Threat Situation Awareness Systems: Framework, Techniques, and Insights.

Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch, Harith Al-Sahaf, Ian Welch, Seyit Ahmet Çamtepe, Dong Seong Kim

CoRR, 2021

Automated Behavior-based Malice Scoring of Ransomware Using Genetic Programming.

Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Failure Modes and Effects Analysis (FMEA) of Honeypot-Based Cybersecurity Experiment for IoT.

Junaid Haseeb, Masood Mansoori, Ian Welch

Proceedings of the 46th IEEE Conference on Local Computer Networks, 2021

Internet of Things (IoT) Privacy and Security: A User-Focused Study of Aotearoa New Zealand Home Users.

Lisa Patterson, Sue Chard, Bryan Ng, Ian Welch

Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

2020

Survey on geographic visual display techniques in epidemiology: Taxonomy and characterization.

Lilian Lee Yen Wei, Ag Asri Ag Ibrahim, Kashif Nisar, Zamhar Iswandono Awang Ismail, Ian Welch

J. Ind. Inf. Integr., 2020

A survey on the architecture, application, and security of software defined networking: Challenges and open issues.

Kashif Nisar, Emilia Rosa Jimson, Mohd. Hanafi Ahmad Hijazi, Ian Welch, Rosilah Hassan, Azana Hafizah Mohd Aman, Ali Hassan Sodhro, Sandeep Pirbhulal, Sohrab Khan

Internet Things, 2020

How do they find us? A study of geolocation tracking techniques of malicious web sites.

Masood Mansoori, Ian Welch

Comput. Secur., 2020

A Measurement Study of IoT-Based Attacks Using IoT Kill Chain.

Junaid Haseeb, Masood Mansoori, Ian Welch

Proceedings of the 19th IEEE International Conference on Trust, 2020

IoT Attacks: Features Identification and Clustering.

Junaid Haseeb, Masood Mansoori, Harith Al-Sahaf, Ian Welch

Proceedings of the 19th IEEE International Conference on Trust, 2020

Achieving IoT Devices Secure Sharing in Multi-User Smart Space.

Mohammed Al-Shaboti, Gang Chen, Ian Welch

Proceedings of the 45th IEEE Conference on Local Computer Networks, 2020

Particle Swarm Optimization: A Wrapper-Based Feature Selection Method for Ransomware Detection and Classification.

Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch

Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

2019

Automatic Device Selection and Access PolicyGeneration based on User Preference for IoTActivity Workflow.

Mohammed Al-Shaboti, Aaron Chen, Ian Welch

CoRR, 2019

Modelling and Prediction of Resource Utilization of Hadoop Clusters: A Machine Learning Approach.

Hassan Tariq, Harith Al-Sahaf, Ian Welch

Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing, 2019

Automatic Device Selection and Access Policy Generation Based on User Preference for IoT Activity Workflow.

Mohammed Al-Shaboti, Aaron Chen, Ian Welch

Proceedings of the 18th IEEE International Conference On Trust, 2019

Geolocation Tracking and Cloaking of Malicious Web Sites.

Masood Mansoori, Ian Welch

Proceedings of the 44th IEEE Conference on Local Computer Networks, 2019

(Short Paper) Effectiveness of Entropy-Based Features in High- and Low-Intensity DDoS Attacks Detection.

Abigail M. Y. Koay, Ian Welch, Winston K. G. Seah

Proceedings of the Advances in Information and Computer Security, 2019

A genetic programming approach to feature selection and construction for ransomware, phishing and spam detection.

Harith Al-Sahaf, Ian Welch

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

IoT Application-Centric Access Control (ACAC).

Mohammed Al-Shaboti, Ian Welch, Aaron Chen

Proceedings of the 2019 ACM Asia Conference on Computer and Communications Security, 2019

2018

Fog-Assisted SDN Controlled Framework for Enduring Anomaly Detection in an IoT Network.

Qaisar B. Shafi, Abdul Basit, Saad B. Qaisar, Abigail M. Y. Koay, Ian Welch

IEEE Access, 2018

A new multi classifier system using entropy-based features in DDoS attack detection.

Abigail M. Y. Koay, Aaron Chen, Ian Welch, Winston K. G. Seah

Proceedings of the 2018 International Conference on Information Networking, 2018

Enhanced Event Reliability in Wireless Sensor Networks.

Muhammad Adeel Mahmood, Ian Welch, Peter Andreae

Proceedings of the 32nd IEEE International Conference on Advanced Information Networking and Applications, 2018

Towards Secure Smart Home IoT: Manufacturer and User Network Access Control Framework.

Mohammed Al-Shaboti, Ian Welch, Aaron Chen, Muhammad Adeel Mahmood

Proceedings of the 32nd IEEE International Conference on Advanced Information Networking and Applications, 2018

2017

Impacts of Power Factor Control Schemes in Time Series Power Flow Analysis for Centralized PV Plants Using Wavelet Variability Model.

Michael Emmanuel, Ramesh Rayudu, Ian Welch

IEEE Trans. Ind. Informatics, 2017

Impact of centralized photovoltaic systems on utility power factor profile using the wavelet variability model.

Michael Emmanuel, Ramesh Rayudu, Ian Welch

Proceedings of the 2017 IEEE Innovative Smart Grid Technologies - Asia, 2017

A framework for flexible interdomain routing in transit ISPs.

Trung Truong, Ian Welch, Bryan Ng

Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

Cluster-than-Label: Semi-Supervised Approach for Domain Adaptation.

Santosh Kumar, Xiaoying Gao, Ian Welch

Proceedings of the 31st IEEE International Conference on Advanced Information Networking and Applications, 2017

2016

Learning Under Data Shift for Domain Adaptation: A Model-Based Co-clustering Transfer Learning Solution.

Santosh Kumar, Xiaoying Gao, Ian Welch

Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2016

Network-wide virtual firewall using SDN/OpenFlow.

Jarrod N. Bakker, Ian Welch, Winston K. G. Seah

Proceedings of the 2016 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2016

Novel Features for Web Spam Detection.

Santosh Kumar, Xiaoying Gao, Ian Welch

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Towards SDN Network Proofs - Taming a Complex System.

Matt Stevens, Bryan Ng, David Streader, Ian Welch

Proceedings of the 21st International Conference on Engineering of Complex Computer Systems, 2016

Application of HAZOP to the Design of Cyber Security Experiments.

Masood Mansoori, Ian Welch, Kim-Kwang Raymond Choo, Roy A. Maxion

Proceedings of the 30th IEEE International Conference on Advanced Information Networking and Applications, 2016

Empirical Analysis of Impact of HTTP Referer on Malicious Website Behaviour and Delivery.

Masood Mansoori, Yuichi Hirose, Ian Welch, Kim-Kwang Raymond Choo

Proceedings of the 30th IEEE International Conference on Advanced Information Networking and Applications, 2016

A Machine Learning Based Web Spam Filtering Approach.

Santosh Kumar, Xiaoying Gao, Ian Welch, Masood Mansoori

Proceedings of the 30th IEEE International Conference on Advanced Information Networking and Applications, 2016

Measurement of IP and network tracking behaviour of malicious websites.

Masood Mansoori, Ian Welch, Seyed Ebrahim Hashemi

Proceedings of the Australasian Computer Science Week Multiconference, 2016

2015

Reliability in wireless sensor networks: A survey and challenges ahead.

Muhammad Adeel Mahmood, Winston Khoon Guan Seah, Ian Welch

Comput. Networks, 2015

Global and local knowledge in SDN.

Matt Stevens, Bryan Ng, David Streader, Ian Welch

Proceedings of the International Telecommunication Networks and Applications Conference, 2015

VisRAID: Visualizing Remote Access for Intrusion Detection.

Leliel Trethowen, Craig Anslow, Stuart Marshall, Ian Welch

Proceedings of the Information Security and Privacy - 20th Australasian Conference, 2015

2014

YALIH, Yet Another Low Interaction Honeyclient.

Masood Mansoori, Ian Welch, Qiang Fu

Proceedings of the Twelfth Australasian Information Security Conference, 2014

Restrictions Affecting New Zealanders' Access to the Internet: A Local Study.

Shadi Esnaashari, Ian Welch, Brenda Chawner

Proceedings of the 28th IEEE International Conference on Advanced Information Networking and Applications, 2014

2013

Security analysis of a protocol for pollution attack detection.

Kiattikul Sooksomsatarn, Ian Welch, Winston Khoon Guan Seah

Proceedings of the 38th Annual IEEE Conference on Local Computer Networks, 2013

Detecting heap-spray attacks in drive-by downloads: Giving attackers a hand.

Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk

Proceedings of the 38th Annual IEEE Conference on Local Computer Networks, 2013

WCMT: Web censorship monitoring tool.

Shadi Esnaashari, Ian Welch, Brenda Chawner

Proceedings of the Australasian Telecommunication Networks and Applications Conference, 2013

Efficient and secure data aggregation for smart metering networks.

Muhammad Daniel Hafiz Abdullah, Ian Welch, Winston Khoon Guan Seah

Proceedings of the 2013 IEEE Eighth International Conference on Intelligent Sensors, 2013

Evaluation of Fingerprinting Techniques and a Windows-based Dynamic Honeypot.

Hadi Mohammadzadeh, Masood Mansoori, Ian Welch

Proceedings of the Eleventh Australasian Information Security Conference, 2013

Anatomy of Drive-by Download Attack.

Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk

Proceedings of the Eleventh Australasian Information Security Conference, 2013

Determining Home Users' Vulnerability to Universal Plug and Play (UPnP) Attacks.

Shadi Esnaashari, Ian Welch, Peter Komisarczuk

Proceedings of the 27th International Conference on Advanced Information Networking and Applications Workshops, 2013

2012

A Practical Approach to System Preservation Workflows.

Ian Welch, Niklas Rehfeld, Euan Cochrane, Dirk von Suchodoletz

Prax. Inf.verarb. Kommun., 2012

Security threats and solutions in MANETs: A case study using AODV and SAODV.

Jan von Mulert, Ian Welch, Winston Khoon Guan Seah

J. Netw. Comput. Appl., 2012

A Novel Scoring Model to Detect Potential Malicious Web Pages.

Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk

Proceedings of the 11th IEEE International Conference on Trust, 2012

A hybrid recognition and recall based approach in graphical passwords.

Toomaj Zangooei, Masood Mansoori, Ian Welch

Proceedings of the 24th Australian Computer-Human Interaction Conference, OzCHI '12, Melbourne, VIC, Australia - November 26, 2012

2011

Verifying Digital Provenance in Web Services.

Ben Palmer, Kris Bubendorfer, Ian Welch

Proceedings of the IEEE 4th International Conference on Utility and Cloud Computing, 2011

A Protocol for Anonymously Establishing Digital Provenance in Reseller Chains (Short Paper).

Ben Palmer, Kris Bubendorfer, Ian Welch

Proceedings of the Financial Cryptography and Data Security, 2011

Development and Evaluation of a Secure, Privacy Preserving Combinatorial Auction.

Ben Palmer, Kris Bubendorfer, Ian Welch

Proceedings of the Ninth Australasian Information Security Conference, 2011

Identification of Potential Malicious Web Pages.

Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk

Proceedings of the Ninth Australasian Information Security Conference, 2011

Two-Stage Classification Model to Detect Malicious Web Pages.

Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk

Proceedings of the 25th IEEE International Conference on Advanced Information Networking and Applications, 2011

2010

A protocol for verification of an auction without revealing bid values.

Ben Palmer, Kris Bubendorfer, Ian Welch

Proceedings of the International Conference on Computational Science, 2010

Event log messages as a human interface, or, "do you pine for the days when men were men and wrote their own device drivers?".

Paul Radford, Andy Linton, Ian Welch

Proceedings of the 22nd Australasian Computer-Human Interaction Conference, 2010

Internet Sensor Grid: Experiences with Passive and Active Instruments.

Peter Komisarczuk, Ian Welch

Proceedings of the Communications: Wireless in Developing Countries and Networks of the Future, 2010

The Effect of User Interface Delay in Thin Client Mobile Games.

Vipul Delwadia, Stuart Marshall, Ian Welch

Proceedings of the User Interfaces 2010, 2010

2009

True Positive Cost Curve: A Cost-Based Evaluation Method for High-Interaction Client Honeypots.

Christian Seifert, Peter Komisarczuk, Ian Welch

Proceedings of the Third International Conference on Emerging Security Information, 2009

Remotely shooting asteroids on our mobile phone.

Vipul Delwadia, Stuart Marshall, Ian Welch

Proceedings of the 10th ACM SIGCHI New Zealand Chapter's International Conference on Computer-Human Interaction, 2009

Automating Malware Scanning Using Workflows.

David Stirling, Ian Welch, Peter Komisarczuk, Christian Seifert

Proceedings of the 9th IEEE/ACM International Symposium on Cluster Computing and the Grid, 2009

Using Remotely Executing Software via a Mobile Device.

Vipul Delwadia, Stuart Marshall, Ian Welch

Proceedings of the User Interfaces 2009, Tenth Australasian User Interface Conference, 2009

Measurement Study on Malicious Web Servers in the .nz Domain.

Christian Seifert, Vipul Delwadia, Peter Komisarczuk, David Stirling, Ian Welch

Proceedings of the Information Security and Privacy, 14th Australasian Conference, 2009

2008

Application of divide-and-conquer algorithm paradigm to improve the detection speed of high interaction client honeypots.

Christian Seifert, Ian Welch, Peter Komisarczuk

Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

Special track on Programming for Separation of Concerns: editorial message.

Yvonne Coady, Corrado Santoro, Emiliano Tramontana, Ian Welch

Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

Identification of malicious web pages through analysis of underlying DNS and web server relationships.

Christian Seifert, Ian Welch, Peter Komisarczuk, Chiraag Uday Aval, Barbara Endicott-Popovsky

Proceedings of the LCN 2008, 2008

Identifying and Analyzing Web Server Attacks.

Christian Seifert, Barbara Endicott-Popovsky, Deborah A. Frincke, Peter Komisarczuk, Radu Muschevici, Ian Welch

Proceedings of the Advances in Digital Forensics IV, 2008

Designing Workflows for Grid Enabled Internet Instruments.

David Stirling, Ian Welch, Peter Komisarczuk

Proceedings of the 8th IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2008), 2008

2007

Capture - A behavioral analysis tool for applications and documents.

Christian Seifert, Ramon Steenson, Ian Welch, Peter Komisarczuk, Barbara Endicott-Popovsky

Digit. Investig., 2007

2006

Intrusion-tolerant middleware: the road to automatic security.

Paulo Veríssimo, Nuno Ferreira Neves, Christian Cachin, Jonathan A. Poritz, David Powell, Yves Deswarte, Robert J. Stroud, Ian Welch

IEEE Secur. Priv., 2006

Policy-driven reflective enforcement of security policies.

Ian Welch, Fan Lu

Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Trustworthy Auctions for Grid-Style Economies.

Kris Bubendorfer, Ian Welch, Blayne Chard

Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006

2005

Using a loadtime metaobject protocol to enforce access control policies upon user-level compiled code.

Ian Shawn Welch

PhD thesis, 2005

2004

Reflections on Programming with Grid Toolkits.

Emiliano Tramontana, Ian Welch

Proceedings of the RAM-SE'04-ECOOP'04 Workshop on Reflection, 2004

A Qualitative Analysis of the Intrusion-Tolerance Capabilities of the MAFTIA Architecture.

Robert J. Stroud, Ian S. Welch, John P. Warne, Peter Y. A. Ryan

Proceedings of the 2004 International Conference on Dependable Systems and Networks (DSN 2004), 28 June, 2004

2003

Re-engineering Security as a Crosscutting Concern.

Ian S. Welch, Robert J. Stroud

Comput. J., 2003

2002

Using Reflection as a Mechanism for Enforcing Security Policies on Compiled Code.

Ian Welch, Robert J. Stroud

J. Comput. Secur., 2002

Structured Handling of Online Interface Upgrades in Integrating Dependable Systems of Systems.

Cliff B. Jones, Panayiotis Periorellis, Alexander B. Romanovsky, Ian Welch

Proceedings of the Scientific Engineering for Distributed Java Applications, 2002

A Structured Approach to Handling On-Line Interface Upgrades.

Cliff B. Jones, Alexander B. Romanovsky, Ian Welch

Proceedings of the 26th International Computer Software and Applications Conference (COMPSAC 2002), 2002

2001

Aspects of Exceptions at the Meta-level.

Ian Welch, Robert J. Stroud, Alexander B. Romanovsky

Proceedings of the Metalevel Architectures and Separation of Crosscutting Concerns, 2001

Panel: The Next 700 Distributed Object Systems.

Eric Jul, Andrew P. Black, Doug Lea, Robert E. Filman, Ian Welch

Proceedings of the Object-Oriented Technology ECOOP 2001 Workshop Reader, 2001

Kava - Using Byte code Rewriting to add Behavioural Reflection to Java.

Ian Welch, Robert J. Stroud

Proceedings of the 6th USENIX Conference on Object-Oriented Technologies and Systems, January 29, 2001

2000

Kava - a powerful and portable reflective Java (poster session).

Ian S. Welch, Robert J. Stroud

Proceedings of the Addendum to the 2000 Proceedings of the Conference on Object-Oriented Programming Systems, 2000

Using Reflection as a Mechanism for Enforcing Security Policies in Mobile Code.

Ian Welch, Robert J. Stroud

Proceedings of the Computer Security, 2000

1999

Using Coordinated Atomic Actions to Design Safety-Critical Systems: a Production Cell Case Study.

Avelino F. Zorzo, Alexander B. Romanovsky, Jie Xu, Brian Randell, Robert J. Stroud, Ian Welch

Softw. Pract. Exp., 1999

From Dalang to Kava - The Evolution of a Reflective Java Extension.

Ian Welch, Robert J. Stroud

Proceedings of the Meta-Level Architectures and Reflection, 1999

Kava - A Reflective Java Based on Bytecode Rewriting.

Ian Welch, Robert J. Stroud

Proceedings of the Reflection and Software Engineering, 1999

Supporting Real World Security Models in Java.

Ian Welch, Robert J. Stroud

Proceedings of the 7th IEEE Workshop on Future Trends of Distributed Computer Systems (FTDCS '99), 1999

Runtime Implementation of Aspects Using Kava.

Ian Welch, Robert J. Stroud

Proceedings of the Object-Oriented Technology, ECOOP'99 Workshop Reader, 1999

1998

A Reflective Java Class Loader.

Ian Welch, Robert J. Stroud

Proceedings of the Object-Oriented Technology, ECOOP'98 Workshop Reader, 1998

Dynamic Adaptation of the Security Properties of Applications and Components.

Ian Welch, Robert J. Stroud

Proceedings of the Object-Oriented Technology, ECOOP'98 Workshop Reader, 1998

Adaptation of Connectors in Software Architectures.

Ian Welch, Robert J. Stroud

Proceedings of the Object-Oriented Technology, ECOOP'98 Workshop Reader, 1998