IEEE Consumer Electronics Magazine · 2021 · 23 citations · 5 references
ComputingComputer ScienceCybersecurityArtificial IntelligenceComputer SecuritySecurity ArchitectureCyber-physical SecurityCybersecurity ManagementData SecuritySecurity SystemsSystem SecurityVehicle CybersecurityAutonomous Vehicle SecuritySafety-critical System RequirementsSecurity Of Ai SystemsSystem Requirements Specification
AI security is vital; however, it should be designed carefully by considering the suitable assurance processes based on system requirements. Data should be secure throughout the process of an AI system. The use case3 of self-driving cars is briefly considered.
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The security of machine learning
Marco Barreno, Blaine Nelson, Anthony D. Joseph et al. · Machine Learning · 2010 · 843 citations · Full text
A taxonomy and survey of attacks against machine learning
Nikolaos Pitropakis, Emmanouil Panaousis, Thanassis Giannetsos et al. · Computer Science Review · 2019 · 258 citations · Full text
A Taxonomy of Attacks on Federated Learning
Malhar Jere, Tyler Farnan, Farinaz Koushanfar · IEEE Security & Privacy · 2020 · 215 citations