From: ICML.cc/2021/Workshop/AML/Program_Chairs
title: Paper Decision
decision: Accept (Poster)
comment: This paper studied the human perceptibility of black-box attacks on face recognition. The paper is well written.

From: ICML.cc/2021/Workshop/AML/Paper7/Reviewer_qsNi
title: Examining the Human Perceptibility of Black-Box Adversarial Attacks on Face Recognition
review: This paper measures how well black-box attacks adapt to a different data distribution in face verification, and present some insights through human perceptibility experiments of black-box attacks on face recognition systems.  In general, the paper is clearly written, and the author is also encouraged to study the relationship between human perceptibility and attack metrics in more challenging conditions. 
rating: Accept
confidence: 5: The reviewer is absolutely certain that the evaluation is correct and very familiar with the relevant literature