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Sample Complexity Bounds for Robustly Learning Decision Lists against
  Evasion Attacks

Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks

12 May 2022
Pascale Gourdeau
Varun Kanade
Marta Z. Kwiatkowska
J. Worrell
    AAML
ArXivPDFHTML

Papers citing "Sample Complexity Bounds for Robustly Learning Decision Lists against Evasion Attacks"

5 / 5 papers shown
Title
On the Computability of Robust PAC Learning
On the Computability of Robust PAC Learning
Pascale Gourdeau
Tosca Lechner
Ruth Urner
27
2
0
14 Jun 2024
When to Trust AI: Advances and Challenges for Certification of Neural
  Networks
When to Trust AI: Advances and Challenges for Certification of Neural Networks
Marta Kwiatkowska
Xiyue Zhang
AAML
39
9
0
20 Sep 2023
It Is All About Data: A Survey on the Effects of Data on Adversarial
  Robustness
It Is All About Data: A Survey on the Effects of Data on Adversarial Robustness
Peiyu Xiong
Michael W. Tegegn
Jaskeerat Singh Sarin
Shubhraneel Pal
Julia Rubin
SILM
AAML
37
8
0
17 Mar 2023
When are Local Queries Useful for Robust Learning?
When are Local Queries Useful for Robust Learning?
Pascale Gourdeau
Varun Kanade
Marta Z. Kwiatkowska
J. Worrell
OOD
40
1
0
12 Oct 2022
Adversarial examples from computational constraints
Adversarial examples from computational constraints
Sébastien Bubeck
Eric Price
Ilya P. Razenshteyn
AAML
65
230
0
25 May 2018
1