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
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Roland Croft
54 posts
Roland Croft
@CroftRoland
PhD student at University of Adelaide, CREST. Software Engineering, Data Science and AI.
Katılım Mart 2020
62 Takip Edilen98 Takipçiler
Very proud to get this paper accepted! I look forwarding to presenting this work at ICSE in May😀
Centre for Research on Engineering Software Tech@crest_centre
🚨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!
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Roland Croft retweetledi
🚨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
Ali Babar@alibabar
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
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Roland Croft retweetledi
Roland Croft retweetledi
🚨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
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Roland Croft retweetledi
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.
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Roland Croft retweetledi
A very interesting presentation by @CroftRoland from @crest_uofa about examination of data quality in @CSCRCoz Student Research Symposium.
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Thanks @lhmtriet, you did a great job hosting! Glad I was able to participate in this session with you.
Triet Le@lhmtriet
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
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6 hours to go! Looking forward to some hopefully exciting discussions towards software #vulnerability and #dataquality. @alibabar, @Huaming_Chen, @CSCRCoz.
Centre for Research on Engineering Software Tech@crest_centre
#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
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Roland Croft retweetledi
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
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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_Xysf… @alibabar @lilicoding
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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.
Centre for Research on Engineering Software Tech@crest_centre
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
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Roland Croft retweetledi
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
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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.
Centre for Research on Engineering Software Tech@crest_centre
@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
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@crest_uofa @craig_xie @GradCentreUofA @alibabar @Faheem_uh @_Chadni_ @lhmtriet @swornolota @Mubin_Swarup @MWagnerRedChair @smfattah @isurudharmadasa Congrats @craig_xie. It was a pleasure to work with you on a few projects during your first year. I'm always impressed by how hard working you are!
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Congratulations to our #PhD student @craig_xie on passing the #MajorReview milestone 🎉🥳@GradCentreUofA.
He's developing #ML algorithms for failure detection & root cause analysis for #AIOps. Best wishes for the rest of your candidature. #crest_research @alibabar @Faheem_uh
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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!
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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.
Centre for Research on Engineering Software Tech@crest_centre
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.
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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.
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