2 papers
cs.CR2024
Locking Machine Learning Models into Hardware
Eleanor Clifford, Adhithya Saravanan, Harry Langford +5
Modern machine learning (ML) models are expensive IP and business competitiveness often depends on keeping this IP confidential. This in turn restricts how these models are deploye…
cs.CR2024
Architectural Neural Backdoors from First Principles
Harry Langford, Ilia Shumailov, Yiren Zhao +2
While previous research backdoored neural networks by changing their parameters, recent work uncovered a more insidious threat: backdoors embedded within the definition of the netw…