Privacy, security and robustness are not free features. New research shows they can multiply AI training costs and reduce ...

Most artificial intelligence researchers agree that one of the key concerns of machine learning is adversarial attacks, data manipulation techniques that cause trained models to behave in undesired ...

Privacy-preserving AI workloads can make expensive GPUs look underused. CIOs should understand the bottleneck before accepting automated rightsizing recommendations ...