Elevating trust on AI by software Sample Clauses

Elevating trust on AI by software security‌ To define how and where software security is useful for elevating AI/ML security, a good start is a focused technical survey categorizing and detailing the modes of attack and the classical existing mitigations. Before that, however, it is appropriate to state the discrepancies between a general- purpose data processing algorithm and AI/ML ones, in the perspective of their security. Our survey is produced at two perimeters successively. First, we consider any type of AI/ML application. Secondly, we look more precisely at the AI/ML systems implemented on 5G networks. This scope restriction is aimed at establishing what are the most salient threats in AI/ML in operation on 5G networks. We can better elaborate the attack areas laid over the data extraction and processing pipeline as well as assess if software security can bring any valuable contribution there. When this work is completed, we produce a specific technical survey on the merits of trusted execution environment to frustrate the model stealing. We then conclude by providing the results and lessons learnt from our technical investigation of Intel SGX used as a shield for the model as well as other techniques applied on the data collection and inspired from this research work.
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