Group-wise inhibition based feature regularization for robust classification
The convolutional neural network (CNN) is vulnerable to degraded images with even very
small variations (eg corrupted and adversarial samples). One of the possible reasons is that …
small variations (eg corrupted and adversarial samples). One of the possible reasons is that …
Really natural adversarial examples
Abstract The phenomenon of Adversarial Examples has become one of the most intriguing
topics associated to deep learning. The so-called adversarial attacks have the ability to fool …
topics associated to deep learning. The so-called adversarial attacks have the ability to fool …
: A Dataset Generator for a Systematic Evaluation of Adversarial Robustness of Deep Learning Vision Models
Adversarial examples represent a serious threat for deep neural networks in several
application domains and a huge amount of work has been produced to investigate them and …
application domains and a huge amount of work has been produced to investigate them and …
Robustness analysis framework for computations associated with building performance models and immersive virtual experiments
C Chokwitthaya, Y Zhu, S Mukhopadhyay - Advanced Engineering …, 2021 - Elsevier
Building performance models (BPMs) have been used to simulate and analyze building
performance during design. While extensive research efforts have made to improve the …
performance during design. While extensive research efforts have made to improve the …
Carla-gear: a dataset generator for a systematic evaluation of adversarial robustness of vision models
Adversarial examples represent a serious threat for deep neural networks in several
application domains and a huge amount of work has been produced to investigate them and …
application domains and a huge amount of work has been produced to investigate them and …
물리적환경에서의적대적패치의공격성공률분석
정현재， 이주빈， 마유승， 이승익 - Journal of KIISE, 2023 - dbpia.co.kr
적대적 패치는 물리적 환경에서의 대표적인 적대적 예제 공격으로 알려져 있다. 하지만 적대적
패치의 효과에 관한 대부분의 연구는 물리적 환경이 아닌 디지털 환경을 기반으로 공격 …
패치의 효과에 관한 대부분의 연구는 물리적 환경이 아닌 디지털 환경을 기반으로 공격 …