IFIP Working Group 10.4
Dependable Computing and Fault Tolerance

86th Meeting

Gold Coast, Australia

June 27-30, 2024

 

Meeting Host

  Dan Dongseong Kim, The University of Queensland, AU

 


Program-at-a-Glance and Contents

Workshop
Trustworthy AI Systems and Networks

Workshop 
Coordinators

Dan Dongseong Kim, The University of Queensland, AU
Domenico Cotroneo, University of Naples Federico II, IT
Guangdong Bai, The University of Queensland, AU


 

Session 1 - Security, Safety and Fault Tolerance of AI systems

Session 2 - AI Security I

Session 3 - AI applicaUons

Session 4 - AI Security II

Session 5 - Workshop Wrap-Up

Research Reports

Business Meeting



Session 1 - Security, Safety and Fault Tolerance of AI systems

Safe and Secure AI/ML-driven Autonomous Vehicles? Not anywhere near yet...

Paulo Esteves-Veríssimo, KAUST, SA

On Fault Tolerance of AI Systems

Long Wang, Tsinghua University, CN


Session 2 - AI Security I

Building Trust in AI Code Generators: A Focus on Robustness and Security

Domenico Cotroneo, Universita degli Studi di Napoli Federico II, IT

Securing AI Models: Strategies to Prevent Stealing Attacks

Sangkyun Lee, Korea University, KR


Session 3 - AI applicaUons

Unique Cybertwin to Model and Design Sustainable Robust Clouds

Ravishankar K. Iyer, UIUC, US

Blockchain Room of Requirements (BR^2): An LLM-Enhanced Simulator for Blockchain Protocols

Cong Wang, City University of Hong Kong, HK


Session 4 - AI Security II

Path-Sensitive Abstract Execution for Software Vulnerability Detection

Yulei Sui, University of New South Wales, AU

Towards Securing Graph Neural Networks in MLaaS

Xingliang Yuan, The University of Melbourne, AU


Session 5 - Workshop Wrap-Up

Session 1
Ilir Gashi, City University of London, GB

Session 2
Karthik Pattabiraman, UBC, CA

Session 3
Jiangshan Yu, The University of Sydney, AU

Session 4
Xavier Defago, Tokyo Institute of Technology, JP


Research Reports

DeepVoice Detection: A Practical Approach

Souhwan Jung, Soongsil University, KR

Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness

Alysson Bessani, University of Lisboa, PT

Blockchain Research @University of Coimbra

Nuno Laranjeiro, University of Coimbra, PT

Detecting Software Vulnerabilities in AI-generated Code

Pietro Liguori, Universita degli Studi di Napoli Federico II, IT

Systematically Assessing the Security Risks of AI/ML-enabled Connected Healthcare Systems

Karthik Pattabiraman, UBC, CA

Neural Network Verification for Robustness of Malware Classifiers

Taylor T. Johnson, Vanderbilt University, US

Characterizing GPU Memory Errors: Insights from a Cross-supercomputer Study

Lishan Yang, George Mason University, US

Towards Verification of Linux Kernel Code

Julia Lawall, Inria, FR

On Improving the Robustness Of Convolutional Neural Networks

Juan-Carlos Ruiz-GarcĂ­a, Universitat Politecnica de Valencia, ES

CoreLocker: Neuron-level Usage Control

Guangdong Bai, The University of Queensland, AU

Unmanned Aerial Vehicles (UAVs) and Airspace Safety

Naghmeh Ivaki, University of Coimbra, PT

Confirmed-Location Group Membership for Intrusion-Resilient Cooperative Maneuvers

Julio Mendonca, University of Luxembourg, LU

 

Business Meeting

86th IFIP WG 10.4 Meeting - Business Meeting
Marco Vieira, University of North Carolina at Charlotte, US