Are Adversarial Perturbations a Showstopper for ML-Based CAD? A Case Study on CNN-Based Lithographic Hotspot Detection.
Kang LiuHaoyu YangYuzhe MaBenjamin TanBei YuEvangeline F. Y. YoungRamesh KarriSiddharth GargPublished in: CoRR (2019)
Keyphrases
- detection accuracy
- automatic detection
- maximum likelihood
- object detection
- test bed
- computer aided
- early warning
- database
- false alarms
- cellular neural networks
- detection rate
- multi agent
- case study
- anomaly detection
- computer aided design
- electron beam
- detection algorithm
- face detection
- decision support system
- object recognition
- three dimensional
- learning algorithm
- real world