PhD student at University of Adelaide, CREST. Software Engineering, Data Science and AI.
Joined March 2020
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The preprint of our @ICSEconf paper: Data Quality for Software Vulnerability Datasets, is now available!
Have a read if you're interested in data-driven methods or AI for software security.
arxiv.org/abs/2301.05456
Very proud to get this paper accepted! I look forwarding to presenting this work at ICSE in May😀
🚨New Paper Accepted🚨
Extremely delighted to share our paper on "Data Quality for Software #Vulnerability Datasets" led by our #PhD student @CroftRoland, together w/ @alibabar & @MehdiKholoosi, has been accepted in the technical track @ICSEconf #icse2023.
Preprint coming soon!
Roland Croft retweeted
🚨More Hiring Opportunities!!!🚨
If you're looking for a #postdoc position in #SoftwareEngineering, #CyberSecurity, & #AI areas, please consider applying or contacting us for more info. If you know someone suitable, please also recommend.
#crest_positions @CSCRCoz @Postdocjobsaus
Interested in joining ambitious R&D projects aimed at developing methods/tools for #SoftwareEngineering + #cybersecurity + #ArtificialIntelligence? @crest_uofa team invite you to check out the new opportunities wtih us; bit.ly/3YdXAQE & bit.ly/3FJTmZS, @CSCRCoz
Roland Croft retweeted
🚨New paper alert🚨
Very happy to share that our #EMSE journal paper on #security challenges in multiple programming languages was accepted in the Journal First track @FSEconf (CORE A*).
📰Preprint: arxiv.org/abs/2107.13723
@CroftRoland @craig_xie @MansoorehZ @alibabar @ctreude
Roland Croft retweeted
Last week, I & @CroftRoland visited @klainfo's group @MonashInfotech & shared our @crest_uofa's research. It's great meeting everyone in person after a long time. Special thanks to Kla for kindly hosting us & sharing your exciting work. Looking forward to potential follow-ups.
Roland Croft retweeted
A very interesting presentation by @CroftRoland from @crest_uofa about examination of data quality in @CSCRCoz Student Research Symposium.
Thanks @lhmtriet, you did a great job hosting! Glad I was able to participate in this session with you.
Less than 1 hour until the #Security session @msrconf #msr2022!!!
If you're interested in #TechnicalDebt, #Vulnerability, #Vulnerable libraries, #Malware, #LogicBombs, #API misuse, we have you covered.
Glad to chair this exciting session.
👉Join us today at 18:30 ACST on Midspace
6 hours to go! Looking forward to some hopefully exciting discussions towards software #vulnerability and #dataquality. @alibabar, @Huaming_Chen, @CSCRCoz.
#CREST_Research presented at @msrconf today..!!
@CroftRoland will be presenting novel #Noisy #Label #Learning techniques for #security #vulnerability data sets @🗓️Session 10: #Security (May 19, 18:30 - ACST)
🎦youtu.be/LPeMjo8dUIw
📰arxiv.org/abs/2203.04468
Roland Croft retweeted
Using #MachineLearning 4 #software #security & troubled by noisy #data? @crest team provides an #innovative solution to #SVP using #Noisy Label Learning; accepted in @msrconf, bit.ly/3KlnquQ, funded by @CSCRCoz & led by @CroftRoland involving @Huaming_Chen & me; #GameOn
ALT An innovative solution to problems with labelled data for building/leveraging ML models for software security. The paper has been accepted in MSR 2022, a top Software Engineering conference.
I'll be presenting our work on inconsistency of vulnerability severity data at @SANERconf in several hours (15 March 7pm CET). Interesting discussion about #vulnerability reporting and data. Here's the recording if you can't make it: youtube.com/watch?v=3_XysfuP… @alibabar @lilicoding
Awesome to get this paper accepted, a super interesting topic towards the importance of data quality. We had a good, positive review experience with @msrconf. Special thanks to @crest_uofa and @CSCRCoz for their support.
SE researchers r starting to highlight the importance of data quality 4 #ML. In our accepted paper at @msrconf, we identify the impact of mislabeled instances for #vulnerability learning, and show that noisy label learning improves performance @CroftRoland @alibabar @Huaming_Chen
Roland Croft retweeted
We're kicking off a #research #seminar series on #Cybersecurity, #SoftwareEngineering and many other related topics.
Over the next few months, we'll be hosting guest talks from many world-class researchers. Watch this space for more updates soon. #crest_seminar
It was good to present this recently accepted paper to my colleagues. Have a look at the recording if you're interested in #datamining, #security, or programming languages. Thanks to @CSCRCoz.
@CroftRoland gave a great talk on "#Security challenges in different #ProgrammingLanguages". He shares insights into the key developers' security challenges in practice & their mapping to the existing taxonomies (e.g., #Cybok). #crest_discussion
Recording: youtu.be/WpDx2QIFP7c
I'm happy to have been accepted into the @msrconf shadow PC program, and I'm looking forward to learning as much as I can from this mentoring opportunity. Another step towards entering the SE research community!
2021 was a great year for me, despite the challenges. Started the 2nd year of my PhD, got several publications accepted, and supervised several talented students. Big appreciation to @alibabar, @crest_uofa, and @CSCRCoz for the support and opportunities they provided.
CREST organized a year-end party for the members & #CRESTSummerProjects2021 students in #Adelaide 🎉. We gathered to share our stories throughout the year 2021 & the resolutions for the next year.
Happy holidays, everyone! 🎊
Looking forward to seeing you all refreshed in 2022.
The preprint of our recently accepted paper at @SANERconf is now online: arxiv.org/abs/2112.10356. This is an important work towards our projects on data quality of software #vulnerability records and reporting. Thanks to @CSCRCoz for support, and team @alibabar, @lilicoding.
🤗Very happy to get this interesting work accpeted, and another paper towards my PhD! Great support and collaboration from @alibabar and @lilicoding. More details of the paper and preprint coming soon.
Extremely happy & proud to share our 3 accepted papers in @SANERconf #saner2022:
👉Inconsistency of #SoftwareVulnerability Severity across Data Sources
👉Exploitability/Impact of #BaseImage Vulnerabilities
👉Secured Container Orchestrator Configuration
#crest_research More info👇
Excited to be one of the supervisors of this program. I look forward to closely working with my student over the next 12 weeks on #AI, #cybersecurity and #softwareengineering. The project starts today!
We organised a welcoming & networking session for the #CRESTSummerProjects2021 students to meet their supervisors & other CREST members.
We also introduced contemporary software practices & infrastructure to enable the students to deliver high-quality outcomes for the projects.
