IEEE

My Model is Malware to You: Transforming AI Models into Malware by Abusing TensorFlow APIs

Abstract: The rapid advancement of AI technologies has significantly increased the demand for AI models across various industries. While model sharing reduces costs and fosters innovation, it also ...
IEEE

TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications

Abstract: As machine learning (ML) has seen increasing adoption in safety-critical domains (e.g., autonomous vehicles), the reliability of ML systems has also grown ...
GitHub

TfELM : Extreme Learning Machines Framework with Python and TensorFlow

This framework provides a comprehensive set of tools and utilities for implementing and experimenting with Extreme Learning Machines using Python and TensorFlow. ELMs are a type of machine learning ...
GitHub

TensorFlow Lite Micro Library in Arduino Style

This library simplifies the use of TensorFlow Lite Micro on Arduino boards, offering APIs in the typical Arduino style. It avoids the use of pointers or other C++ syntactic constructs that are ...