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ORCIDIan Welch
Ian S. Welch – Ian Shawn Welch
Person information
- affiliation: Victoria University of Wellington, New Zealand
- affiliation (PhD 2005): University of Newcastle, Newcastle Upon Tyne, UK
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2020 – today
- 2025
[j22]Abdullah Al Mamun
, Harith Al-Sahaf, Ian Welch, Seyit Camtepe:
Genetic programming for enhanced detection of Advanced Persistent Threats through feature construction. Comput. Secur. 149: 104185 (2025)- 2024
- [j21]Abdullah Al Mamun, Harith Al-Sahaf, Ian Welch, Masood Mansoori, Seyit Camtepe:
Detection of advanced persistent threat: A genetic programming approach. Appl. Soft Comput. 167: 112447 (2024) - [c82]Abdullah Al Mamun, Harith Al-Sahaf, Ian Welch, Marinho Barcellos, Seyit Camtepe:
Limitations of Advanced Persistent Threat Datasets: Insights for Cybersecurity Research. ITNAC 2024: 1-8 - [i5]Jinting Zhu, Julian Jang-Jaccard, Ian Welch, Harith Al-Sahaf, Seyit Camtepe, Aeryn Dunmore, Cybersecurity Lab:
Relation-aware based Siamese Denoising Autoencoder for Malware Few-shot Classification. CoRR abs/2411.14029 (2024) - 2023
- [j20]Taran Cyriac John, Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch, Julian Jang-Jaccard:
Evolving malice scoring models for ransomware detection: An automated approach by utilising genetic programming and cooperative coevolution. Comput. Secur. 129: 103215 (2023) - [j19]Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch, Harith Al-Sahaf, Ian Welch, Seyit Ahmet Çamtepe, Dan Dongseong Kim:
A Survey on Cyber Situation-awareness Systems: Framework, Techniques, and Insights. ACM Comput. Surv. 55(5): 107:1-107:37 (2023) - [c81]Ian Welch, Kevin Shedlock:
IndigiCloud - Enacting Māori Data Sovereignty. ACIS 2023 - [c80]Lisa Patterson, Ian Welch, Bryan C. K. Ng, Sue Chard:
Investigating Cybersecurity Risks and the Responses of Home Workers in Aotearoa New Zealand. OZCHI 2023: 99-107 - 2022
- [j18]Muhammad Shabbir Abbasi, Harith Al-Sahaf, Masood Mansoori, Ian Welch:
Behavior-based ransomware classification: A particle swarm optimization wrapper-based approach for feature selection. Appl. Soft Comput. 121: 108744 (2022) - [j17]Junaid Haseeb, Saif Ur Rehman Malik, Masood Mansoori, Ian Welch:
Probabilistic modelling of deception-based security framework using markov decision process. Comput. Secur. 115: 102599 (2022) - [j16]Junaid Haseeb, Saif Ur Rehman Malik, Masood Mansoori, Ian Welch:
Corrigendum to 'Probabilistic modelling of deception-based security framework using markov decision process' [Computers & Security 115 (2022)/102599]. Comput. Secur. 117: 102689 (2022) - [j15]Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Ian Welch, Harith Al-Sahaf, Seyit Camtepe:
A few-shot meta-learning based siamese neural network using entropy features for ransomware classification. Comput. Secur. 117: 102691 (2022) - [j14]Junaid Haseeb, Masood Mansoori, Yuichi Hirose, Harith Al-Sahaf, Ian Welch:
Autoencoder-based feature construction for IoT attacks clustering. Future Gener. Comput. Syst. 127: 487-502 (2022) - [c79]Taran Cyriac John, Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch:
Automatically evolving malice scoring models through utilisation of genetic programming: a cooperative coevolution approach. GECCO Companion 2022: 562-565 - [c78]Abdullah Al Mamun, Harith Al-Sahaf, Ian Welch, Seyit Camtepe:
Advanced Persistent Threat Detection: A Particle Swarm Optimization Approach. ITNAC 2022: 1-8 - [i4]Jinting Zhu, Julian Jang-Jaccard, Ian Welch, Harith Al-Sahaf, Seyit Camtepe:
A Ransomware Triage Approach using a Task Memory based on Meta-Transfer Learning Framework. CoRR abs/2207.10242 (2022) - 2021
- [c77]Lisa Patterson, Sue Chard, Bryan C. K. Ng, Ian Welch:
Internet of Things (IoT) Privacy and Security: A User-Focused Study of Aotearoa New Zealand Home Users. HICSS 2021: 1-10 - [c76]Junaid Haseeb, Masood Mansoori, Ian Welch:
Failure Modes and Effects Analysis (FMEA) of Honeypot-Based Cybersecurity Experiment for IoT. LCN 2021: 645-648 - [c75]Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch:
Automated Behavior-based Malice Scoring of Ransomware Using Genetic Programming. SSCI 2021: 1-8 - [i3]Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch, Harith Al-Sahaf, Ian Welch, Seyit Ahmet Çamtepe, Dong Seong Kim:
A Survey on Threat Situation Awareness Systems: Framework, Techniques, and Insights. CoRR abs/2110.15747 (2021) - [i2]Jinting Zhu, Julian Jang-Jaccard, Amardeep Singh, Ian Welch, Harith Al-Sahaf, Seyit Camtepe:
A Few-Shot Meta-Learning based Siamese Neural Network using Entropy Features for Ransomware Classification. CoRR abs/2112.00668 (2021) - 2020
- [j13]Masood Mansoori, Ian Welch:
How do they find us? A study of geolocation tracking techniques of malicious web sites. Comput. Secur. 97: 101948 (2020) - [j12]Kashif Nisar, Emilia Rosa Jimson, Mohd. Hanafi Ahmad Hijazi, Ian Welch, Rosilah Hassan, Azana Hafizah Mohd Aman, Ali Hassan Sodhro, Sandeep Pirbhulal, Sohrab Khan:
A survey on the architecture, application, and security of software defined networking: Challenges and open issues. Internet Things 12: 100289 (2020) - [j11]Lilian Lee Yen Wei, Ag Asri Ag Ibrahim, Kashif Nisar, Zamhar Iswandono Awang Ismail, Ian Welch:
Survey on geographic visual display techniques in epidemiology: Taxonomy and characterization. J. Ind. Inf. Integr. 18: 100139 (2020) - [c74]Muhammad Shabbir Abbasi, Harith Al-Sahaf, Ian Welch:
Particle Swarm Optimization: A Wrapper-Based Feature Selection Method for Ransomware Detection and Classification. EvoApplications 2020: 181-196 - [c73]Mohammed Al-Shaboti, Gang Chen, Ian Welch:
Achieving IoT Devices Secure Sharing in Multi-User Smart Space. LCN 2020: 88-99 - [c72]Junaid Haseeb, Masood Mansoori, Harith Al-Sahaf, Ian Welch:
IoT Attacks: Features Identification and Clustering. TrustCom 2020: 353-360 - [c71]Junaid Haseeb, Masood Mansoori, Ian Welch:
A Measurement Study of IoT-Based Attacks Using IoT Kill Chain. TrustCom 2020: 557-567
2010 – 2019
- 2019
- [c70]Mohammed Al-Shaboti, Ian Welch, Aaron Chen:
IoT Application-Centric Access Control (ACAC). AsiaCCS 2019: 685-687 - [c69]Harith Al-Sahaf, Ian Welch:
A genetic programming approach to feature selection and construction for ransomware, phishing and spam detection. GECCO (Companion) 2019: 332-333 - [c68]Abigail M. Y. Koay, Ian Welch, Winston K. G. Seah:
(Short Paper) Effectiveness of Entropy-Based Features in High- and Low-Intensity DDoS Attacks Detection. IWSEC 2019: 207-217 - [c67]Masood Mansoori, Ian Welch:
Geolocation Tracking and Cloaking of Malicious Web Sites. LCN 2019: 274-281 - [c66]Mohammed Al-Shaboti, Aaron Chen, Ian Welch:
Automatic Device Selection and Access Policy Generation Based on User Preference for IoT Activity Workflow. TrustCom/BigDataSE 2019: 769-774 - [c65]Hassan Tariq, Harith Al-Sahaf, Ian Welch:
Modelling and Prediction of Resource Utilization of Hadoop Clusters: A Machine Learning Approach. UCC 2019: 93-100 - [i1]Mohammed Al-Shaboti, Aaron Chen, Ian Welch:
Automatic Device Selection and Access PolicyGeneration based on User Preference for IoTActivity Workflow. CoRR abs/1904.06495 (2019) - 2018
- [j10]Qaisar B. Shafi, Abdul Basit, Saad B. Qaisar, Abigail M. Y. Koay, Ian Welch:
Fog-Assisted SDN Controlled Framework for Enduring Anomaly Detection in an IoT Network. IEEE Access 6: 73713-73723 (2018) - [c64]Muhammad Adeel Mahmood, Ian Welch, Peter Andreae:
Enhanced Event Reliability in Wireless Sensor Networks. AINA 2018: 93-100 - [c63]Mohammed Al-Shaboti, Ian Welch, Aaron Chen, Muhammad Adeel Mahmood:
Towards Secure Smart Home IoT: Manufacturer and User Network Access Control Framework. AINA 2018: 892-899 - [c62]Abigail M. Y. Koay, Aaron Chen, Ian Welch, Winston K. G. Seah:
A new multi classifier system using entropy-based features in DDoS attack detection. ICOIN 2018: 162-167 - 2017
- [j9]Michael Emmanuel, Ramesh Rayudu, Ian Welch:
Impacts of Power Factor Control Schemes in Time Series Power Flow Analysis for Centralized PV Plants Using Wavelet Variability Model. IEEE Trans. Ind. Informatics 13(6): 3185-3194 (2017) - [c61]Santosh Kumar, Xiaoying Gao, Ian Welch:
Cluster-than-Label: Semi-Supervised Approach for Domain Adaptation. AINA 2017: 704-711 - [c60]Trung Truong, Ian Welch, Bryan C. K. Ng:
A framework for flexible interdomain routing in transit ISPs. INFOCOM Workshops 2017: 629-634 - [c59]Michael Emmanuel, Ramesh Rayudu, Ian Welch:
Impact of centralized photovoltaic systems on utility power factor profile using the wavelet variability model. ISGT Asia 2017: 1-6 - 2016
- [c58]Masood Mansoori, Ian Welch, Seyed Ebrahim Hashemi:
Measurement of IP and network tracking behaviour of malicious websites. ACSW 2016: 38 - [c57]Masood Mansoori, Ian Welch, Kim-Kwang Raymond Choo, Roy A. Maxion:
Application of HAZOP to the Design of Cyber Security Experiments. AINA 2016: 790-799 - [c56]Masood Mansoori, Yuichi Hirose, Ian Welch, Kim-Kwang Raymond Choo:
Empirical Analysis of Impact of HTTP Referer on Malicious Website Behaviour and Delivery. AINA 2016: 941-948 - [c55]Santosh Kumar, Xiaoying Gao, Ian Welch, Masood Mansoori:
A Machine Learning Based Web Spam Filtering Approach. AINA 2016: 973-980 - [c54]Matt Stevens, Bryan C. K. Ng, David Streader, Ian Welch:
Towards SDN Network Proofs - Taming a Complex System. ICECCS 2016: 171-180 - [c53]Santosh Kumar, Xiaoying Gao, Ian Welch:
Novel Features for Web Spam Detection. ICTAI 2016: 593-597 - [c52]Jarrod N. Bakker, Ian Welch, Winston K. G. Seah:
Network-wide virtual firewall using SDN/OpenFlow. NFV-SDN 2016: 62-68 - [c51]Santosh Kumar, Xiaoying Gao, Ian Welch:
Learning Under Data Shift for Domain Adaptation: A Model-Based Co-clustering Transfer Learning Solution. PKAW 2016: 43-54 - 2015
- [j8]Muhammad Adeel Mahmood, Winston Khoon Guan Seah, Ian Welch:
Reliability in wireless sensor networks: A survey and challenges ahead. Comput. Networks 79: 166-187 (2015) - [c50]Leliel Trethowen, Craig Anslow, Stuart Marshall, Ian Welch:
VisRAID: Visualizing Remote Access for Intrusion Detection. ACISP 2015: 289-306 - [c49]Matt Stevens, Bryan C. K. Ng, David Streader, Ian Welch:
Global and local knowledge in SDN. ITNAC 2015: 237-243 - [e2]Ian Welch, Xun Yi:
13th Australasian Information Security Conference, AISC 2015, Sydney, Australia, January 2015. CRPIT 161, Australian Computer Society 2015, ISBN 978-1-921770-43-2 [contents] - 2014
- [c48]Shadi Esnaashari, Ian Welch, Brenda Chawner:
Restrictions Affecting New Zealanders' Access to the Internet: A Local Study. AINA 2014: 771-774 - [c47]Masood Mansoori, Ian Welch, Qiang Fu:
YALIH, Yet Another Low Interaction Honeyclient. AISC 2014: 7-15 - [e1]Udaya Parampalli, Ian Welch:
Twelfth Australasian Information Security Conference, AISC 2014, Auckland, New Zealand, January 2014. CRPIT 149, Australian Computer Society 2014, ISBN 978-1-921770-32-6 [contents] - 2013
- [c46]Shadi Esnaashari, Ian Welch, Peter Komisarczuk:
Determining Home Users' Vulnerability to Universal Plug and Play (UPnP) Attacks. AINA Workshops 2013: 725-729 - [c45]Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk:
Anatomy of Drive-by Download Attack. AISC 2013: 49-58 - [c44]Hadi Mohammadzadeh, Masood Mansoori, Ian Welch:
Evaluation of Fingerprinting Techniques and a Windows-based Dynamic Honeypot. AISC 2013: 59-66 - [c43]Muhammad Daniel Hafiz Abdullah, Ian Welch, Winston Khoon Guan Seah:
Efficient and secure data aggregation for smart metering networks. ISSNIP 2013: 71-76 - [c42]Shadi Esnaashari, Ian Welch, Brenda Chawner:
WCMT: Web censorship monitoring tool. ATNAC 2013: 183-188 - [c41]Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk:
Detecting heap-spray attacks in drive-by downloads: Giving attackers a hand. LCN 2013: 300-303 - [c40]Kiattikul Sooksomsatarn, Ian Welch, Winston Khoon Guan Seah:
Security analysis of a protocol for pollution attack detection. LCN 2013: 308-311 - 2012
- [j7]Jan von Mulert, Ian Welch, Winston Khoon Guan Seah:
Security threats and solutions in MANETs: A case study using AODV and SAODV. J. Netw. Comput. Appl. 35(4): 1249-1259 (2012) - [j6]Ian Welch, Niklas Rehfeld, Euan Cochrane, Dirk von Suchodoletz:
A Practical Approach to System Preservation Workflows. Prax. Inf.verarb. Kommun. 35(4): 269-280 (2012) - [c39]Toomaj Zangooei, Masood Mansoori, Ian Welch:
A hybrid recognition and recall based approach in graphical passwords. OZCHI 2012: 665-673 - [c38]Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk:
A Novel Scoring Model to Detect Potential Malicious Web Pages. TrustCom 2012: 254-263 - 2011
- [c37]Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk:
Two-Stage Classification Model to Detect Malicious Web Pages. AINA 2011: 113-120 - [c36]Van Lam Le, Ian Welch, Xiaoying Gao, Peter Komisarczuk:
Identification of Potential Malicious Web Pages. AISC 2011: 33-40 - [c35]Ben Palmer, Kris Bubendorfer, Ian Welch:
Development and Evaluation of a Secure, Privacy Preserving Combinatorial Auction. AISC 2011: 67-76 - [c34]Ben Palmer, Kris Bubendorfer, Ian Welch:
A Protocol for Anonymously Establishing Digital Provenance in Reseller Chains (Short Paper). Financial Cryptography 2011: 85-92 - [c33]Ben Palmer, Kris Bubendorfer, Ian Welch:
Verifying Digital Provenance in Web Services. UCC 2011: 445-450 - 2010
- [c32]Vipul Delwadia, Stuart Marshall, Ian Welch:
The Effect of User Interface Delay in Thin Client Mobile Games. AUIC 2010: 5-13 - [c31]Peter Komisarczuk, Ian Welch:
Internet Sensor Grid: Experiences with Passive and Active Instruments. WCITD/NF 2010: 132-145 - [c30]Paul Radford, Andy Linton, Ian Welch:
Event log messages as a human interface, or, "do you pine for the days when men were men and wrote their own device drivers?". OZCHI 2010: 160-163 - [c29]Ben Palmer, Kris Bubendorfer, Ian Welch:
A protocol for verification of an auction without revealing bid values. ICCS 2010: 2649-2658
2000 – 2009
- 2009
- [c28]Christian Seifert, Vipul Delwadia, Peter Komisarczuk, David Stirling, Ian Welch:
Measurement Study on Malicious Web Servers in the .nz Domain. ACISP 2009: 8-25 - [c27]Vipul Delwadia, Stuart Marshall, Ian Welch:
Using Remotely Executing Software via a Mobile Device. AUIC 2009: 3-8 - [c26]David Stirling, Ian Welch, Peter Komisarczuk, Christian Seifert:
Automating Malware Scanning Using Workflows. CCGRID 2009: 562-567 - [c25]Vipul Delwadia, Stuart Marshall, Ian Welch:
Remotely shooting asteroids on our mobile phone. CHINZ 2009: 45-52 - [c24]Christian Seifert, Peter Komisarczuk, Ian Welch:
True Positive Cost Curve: A Cost-Based Evaluation Method for High-Interaction Client Honeypots. SECURWARE 2009: 63-69 - 2008
- [c23]David Stirling, Ian Welch, Peter Komisarczuk:
Designing Workflows for Grid Enabled Internet Instruments. CCGRID 2008: 218-225 - [c22]Christian Seifert, Barbara Endicott-Popovsky, Deborah A. Frincke, Peter Komisarczuk, Radu Muschevici, Ian Welch:
Identifying and Analyzing Web Server Attacks. IFIP Int. Conf. Digital Forensics 2008: 151-161 - [c21]Christian Seifert, Ian Welch, Peter Komisarczuk, Chiraag Uday Aval, Barbara Endicott-Popovsky:
Identification of malicious web pages through analysis of underlying DNS and web server relationships. LCN 2008: 935-941 - [c20]Yvonne Coady, Corrado Santoro, Emiliano Tramontana, Ian Welch:
Special track on Programming for Separation of Concerns: editorial message. SAC 2008: 251-252 - [c19]Christian Seifert, Ian Welch, Peter Komisarczuk:
Application of divide-and-conquer algorithm paradigm to improve the detection speed of high interaction client honeypots. SAC 2008: 1426-1432 - 2007
- [j5]Christian Seifert, Ramon Steenson, Ian Welch, Peter Komisarczuk, Barbara Endicott-Popovsky:
Capture - A behavioral analysis tool for applications and documents. Digit. Investig. 4(Supplement): 23-30 (2007) - 2006
- [j4]Paulo Veríssimo, Nuno Ferreira Neves, Christian Cachin, Jonathan A. Poritz, David Powell, Yves Deswarte, Robert J. Stroud, Ian Welch:
Intrusion-tolerant middleware: the road to automatic security. IEEE Secur. Priv. 4(4): 54-62 (2006) - [c18]Kris Bubendorfer, Ian Welch, Blayne Chard:
Trustworthy Auctions for Grid-Style Economies. CCGRID 2006: 386-390 - [c17]Ian Welch, Fan Lu:
Policy-driven reflective enforcement of security policies. SAC 2006: 1580-1584 - 2005
- [b1]Ian Shawn Welch:
Using a loadtime metaobject protocol to enforce access control policies upon user-level compiled code. University of Newcastle Upon Tyne, UK, 2005 - 2004
- [c16]Robert J. Stroud, Ian S. Welch, John P. Warne, Peter Y. A. Ryan:
A Qualitative Analysis of the Intrusion-Tolerance Capabilities of the MAFTIA Architecture. DSN 2004: 453- - [c15]Emiliano Tramontana, Ian Welch:
Reflections on Programming with Grid Toolkits. RAM-SE 2004: 3-8 - 2003
- [j3]Ian S. Welch, Robert J. Stroud:
Re-engineering Security as a Crosscutting Concern. Comput. J. 46(5): 578-589 (2003) - 2002
- [j2]Ian Welch, Robert J. Stroud:
Using Reflection as a Mechanism for Enforcing Security Policies on Compiled Code. J. Comput. Secur. 10(4): 399-432 (2002) - [c14]Cliff B. Jones, Alexander B. Romanovsky, Ian Welch:
A Structured Approach to Handling On-Line Interface Upgrades. COMPSAC 2002: 1000-1005 - [c13]Cliff B. Jones, Panayiotis Periorellis, Alexander B. Romanovsky, Ian Welch:
Structured Handling of Online Interface Upgrades in Integrating Dependable Systems of Systems. FIDJI 2002: 73-86 - 2001
- [c12]Ian Welch, Robert J. Stroud:
Kava - Using Byte code Rewriting to add Behavioural Reflection to Java. COOTS 2001: 119-130 - [c11]Eric Jul, Andrew P. Black, Doug Lea, Robert E. Filman, Ian Welch:
Panel: The Next 700 Distributed Object Systems. ECOOP Workshops 2001: 208-212 - [c10]Ian Welch, Robert J. Stroud, Alexander B. Romanovsky:
Aspects of Exceptions at the Meta-level. Reflection 2001: 280-281 - 2000
- [c9]Ian Welch, Robert J. Stroud:
Using Reflection as a Mechanism for Enforcing Security Policies in Mobile Code. ESORICS 2000: 309-323 - [c8]Ian S. Welch, Robert J. Stroud:
Kava - a powerful and portable reflective Java (poster session). OOPSLA Addendum 2000: 123-124
1990 – 1999
- 1999
- [j1]Avelino F. Zorzo, Alexander B. Romanovsky, Jie Xu, Brian Randell, Robert J. Stroud, Ian Welch:
Using Coordinated Atomic Actions to Design Safety-Critical Systems: a Production Cell Case Study. Softw. Pract. Exp. 29(8): 677-697 (1999) - [c7]Ian Welch, Robert J. Stroud:
Runtime Implementation of Aspects Using Kava. ECOOP Workshops 1999: 303-304 - [c6]Ian Welch, Robert J. Stroud:
Supporting Real World Security Models in Java. FTDCS 1999: 155-162 - [c5]Ian Welch, Robert J. Stroud:
Kava - A Reflective Java Based on Bytecode Rewriting. Reflection and Software Engineering 1999: 155-167 - [c4]Ian Welch, Robert J. Stroud:
From Dalang to Kava - The Evolution of a Reflective Java Extension. Reflection 1999: 2-21 - 1998
- [c3]Ian Welch, Robert J. Stroud:
Adaptation of Connectors in Software Architectures. ECOOP Workshops 1998: 145-146 - [c2]Ian Welch, Robert J. Stroud:
Dynamic Adaptation of the Security Properties of Applications and Components. ECOOP Workshops 1998: 282 - [c1]Ian Welch, Robert J. Stroud:
A Reflective Java Class Loader. ECOOP Workshops 1998: 374-375
Coauthor Index
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