"Assurance of Artificial Intelligence"
The Australian System Safety Conference (ASSC) is organised by the Australian Safety Critical Systems Association (aSCSa), a Special Interest Group of the Australian Computer Society.
The theme for the 2022 conference is “Assurance of Artificial Intelligence”. With systems incorporating more and more artificial intelligence (AI) in automation and autonomy application, the assurance of these systems becomes more challenging.
Topics of interest in relation to AI include, but not limited to, safety assurance, security assurance, human factors, collaboration, teamwork, trust, agent-based adaptive systems, assurance standards.
The 2022 ASSC would like to examine and share the latest thinking on the state of the art and its fitness for purpose.
We invite research papers and project experience to present and engage.
Topics of Interest
The conference invites original and unpublished works that advance the state-of-the-art in safety and security considerations for the development and operation of safety and security critical systems. We are particularly interested in cross-industry and cross-pollenisation, and looking for papers in:
Medicine and health (medical devices, e-health systems, etc.)
Defence and Aviation
Resource and process industries
Delegates have the option of submitting two types of papers:
Refereed Papers by the conference program committee
Industry Presentations/Papers (not subject to peer review)
Both types of papers are published on the conference website, and if sufficient papers are submitted, published in the Journal of Safety and Reliability Society.
Abstracts should be approximately 250 words.
For delegates who optionally submit a full paper - papers should be no more than 10 pages.
Paper submissions can be emailed to secretary "at" ascsa.org.au
Abstract: Fri 28th Feb 2022 (text, rtf, MS-Word or pdf)
Submission: 16th Apr 2022 (rtf, MS-Word or pdf)
Camera-ready copy: 22nd May 2022 (pdf only)
Best Paper Award (NEW)
The purpose of this award is to encourage research in the science of
software/system engineering or the application of that science for safety and/or
mission critical software-intensive systems.
The award is an individual award consisting of $1000 (Australian),
with a certificate, and up to $1000 for travel. For papers with multiple
authors, the award will be given to the lead author.
Submit a Paper
All fees as listed above are in AUS Dollars and GST inclusive.
For questions about registration, contact George Nikandros at secretary "at" ascsa.org.au
Conference registration fees (except as noted) includes attendance at all technical sessions on Thursday and Friday, special Thursday evening social event, and the conference proceedings.
Dr. Kelvin Ross
CEO, KJR & CTO, Datarwe
Dr Kelvin Ross has over 30 years of experience in software engineering and enterprise IT applications. Kelvin started his IT career in safety critical software engineering in defence, working on FA-18 airborne radar systems. After completing his PhD in safety critical systems engineering and several years in consulting in defence and transportation systems, he moved over to the commercial sector and founded KJR, specializing in software testing and assurance, which now has over 80 consultants in Sydney, Canberra, Melbourne and Brisbane.
Kelvin is recognized as expert in testing and assurance of software applications across a broad range of industry domains, including e-health, public administration, finance, insurance, retail and telecommunications. In addition to Kelvin’s role as Chairman of KJR, Kelvin is a Director of non-profit Healthcare AI Innovation Hub, IntelliHQ, and broadly engages in technology advisory roles, including director roles AI innovative startups. He has broad interests in Machine Learning, which he sees as the dominant technology driver for the next several decades, particularly within the Healthcare sector.
Kelvin is an Associate Adjunct Professor at the Institute for Intelligent and Integrated Systems (IIIS), Griffith University, and organiser of Young Women Leaders in AI, Gold Coast AI and Machine Learning meetup group, member of ACS AI Ethics national committee, has held several roles in national technical working groups (NATA and ACS), and held several board positions.
Prof. John McDermid
Department of Computer Science at the University of York
John McDermid became Professor of Software Engineering at the University of York in 1987. His work covers a broad range of issues in systems, software and safety engineering. He became Director of the Lloyd’s Register Foundation funded Assuring Autonomy International Programme in January 2018, focusing on safety of robotics and autonomous systems. He has acted as an advisor to government and industry for several decades, including advising Five, the UK MoD and Rolls-Royce. He was appointed as a Non-Executive Director of the HSE in October 2019. He became a Fellow of the Royal Academy of Engineering in 2002 and was awarded an OBE in 2010.
Kristian Cruickshank & Terrence Martin
Systems thinker, safety focused, innovator, and technology fanatic, Kristian is an aerospace engineer with a genuine belief that technology holds the solution to many large societal problems. Kristian’s experience exists at the nexus of structured, rigorous engineering and innovative, agile approaches. With a wealth of practiced skills in systems engineering, software safety, assurance of autonomous systems, and a passion for advanced and complex technologies, Kristian leads technical teams to the most pragmatic and innovative solutions for difficult problems.
Kristian co-founded Revolution Aerospace with Terry Martin, fulfilling a career ambition of becoming a CTO of a small, highly impactful, team.
Dr Terrence Martin is CEO for Revolution Aerospace. An aerospace/electrical engineer for 35 years including time in Air Force and Army, he has significant experience on fixed & rotary-wing manned and unmanned platforms. He is an Adjunct Professor at QUT with a PhD in Signal Processing & Machine Learning. Terry has a deep interest in UAV technologies and in 2018 was named by Engineers Australia as one of the 30 most innovative engineers. His longstanding commitment to the domestic and international UAV regulatory community was acknowledged in 2021 by Australia’s peak UAV body, AAUS, with the award for Leadership.
Prof. James Bailey
Engineering and Information Technology at The University of Melbourne and Program Lead for Artificial Intelligence
James Bailey is a Professor in the Faculty of Engineering and Information Technology at The University of Melbourne and Program Lead for Artificial Intelligence. He was previously an Australian Research Council Future Fellow and is a researcher in the field of machine learning and artificial intelligence, including interdisciplinary applications and operational frameworks.
His interests particularly relate to the assurance, certification and safety of systems based on machine learning and artificial intelligence. He contributes to the AI research community through roles such as membership of Editorial Boards including the Journal of Artificial of Artificial Intelligence Research and ACM Transactions on Intelligent Systems and Technology. He was co-Program Chair of the Australasian Joint Conference in Artificial Intelligence in 2019 and IEEE International Conference on Data Mining in 2021. He works on the deployment of AI systems in collaboration with a wide range of industry and government partners.
Thursday, 26th May
08:45 - 09:00 | Welcome
09:00 - 10:00 | (Keynote) Dr. Kelvin Ross
Evaluating production robustness of deep learning models
10:00 - 10:40 | Campbell Sims (Acmena)
Regulatory approaches to safety systems using artificial intelligence in autonomous vehicles
10:40 - 11:00 Break
11:00 - 11:40 | Vamsi K. Madasu & Kevin J. Anderson (Systra)
Assuring safety of AI-based automated driving systems
11:40 - 12:20 | Marceline Overduin (Frazer-Nash)
Assuring autonomy – An examination of the literature and directions for applied research
12:20 - 12:30 Sponsors - Dedicated Systems
12:30 - 13:30 Lunch
13:30 - 14:10 | Ben Luther (Nova Systems)
Concepts in assuring AI
14:10 - 14:50 | Ganesh Pai (KBR / NASA Ames Research Center)
Navigating the Assurance Landscape for Certification of Machine Learning in Civil Aviation
14:50 - 15:20 Break
15:20 - 16:00 | Murray Bailes
Operational Hazard Analysis
16:00 - 17:00 | (Keynote) Prof. John McDermid (remote)
Assurance of Machine Learning: Challenges and Approaches
Friday, 27th May
08:30 - 08:35 | Welcome
08:35 - 08:45 | Sponsors - Nova
08:45 - 09:45 | (Keynote) Prof. James Bailey
Assurance of AI
09:45 - 10:25 | Ben Marsh (Nova Systems)
Conducting STPA in an MBSE Environment
10:25 - 10:35 | Sponsors - KJR
10:35 - 11:00 | Break
11:00 - 11:40 | Dr. Phil Cook & Dr. Neil Robinson (RGB Assurance)
Precision and objectivity in the expression of hazard controls
11:40 _ 12:20 | Dr. Andrew Hussey & Maria Hill (Hitachi Rail) (remote)
System and Software Assurance for AI Applications
12:20 - 12:30 | Sponsors - RGB
12:30 - 13:30 | Lunch
13:30 - 13:40 | Sponsors - ACS
13:40 - 14:40 | (Keynote) Kristian Cruickshank & Terrence Martin (remote)
14:40 - 15:00 | Closing
This years conference will be held at the Rendezvous Hotel at 328 Flinders St, Melbourne VIC 3000.
Attendees are welcome to attend canapés and drinks at the Rendezvous on Thursday evening, 6-8pm.
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This page was last updated on 11/11/2021.