ryderling DEEPSEC issues - Githubissues

ryderling / DEEPSEC

DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model

MIT License

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What's the difference between UMIFGSM and TMIFGSM

#16 XiaodanLi001 opened 5 years ago
2
PGD/BIM implementation is incorrect

#15 carlini opened 5 years ago
1
JSMA implementation is incorrect

#14 carlini opened 5 years ago
0
Significant and fundamental flaws in methodology, analysis, and conclusions

#13 carlini opened 5 years ago
1
Discrepancies between tables, text, and code

#12 carlini opened 5 years ago
7
Paper does not report attack success rate for targeted adversarial examples

#11 carlini opened 5 years ago
2
Reporting success rate of unbounded attacks is meaningless

#10 carlini opened 5 years ago
2
Attack success rate decreases with distortion bound

#9 carlini opened 5 years ago
2
Detection defenses set per-attack thresholds

#8 carlini closed 5 years ago
2
Epsilon values studied are too large to be meaningful

#7 carlini opened 5 years ago
4
Comparing attack effectiveness is done incorrectly

#6 carlini opened 5 years ago
2
Computing the average over different threat models is meaningless

#5 carlini opened 5 years ago
2
PGD adversarial training implementation is incorrect

#4 carlini opened 5 years ago
3
FGSM implementation is incorrect

#3 carlini opened 5 years ago
9
Paper uses averages instead of the minimum for security analysis

#2 carlini opened 5 years ago
2
Attacks are not run on defenses in an all-pairs manner

#1 carlini opened 5 years ago
2