An Overview and Prospective Outlook on Robust Training and Certification
of Machine Learning Models

An Overview and Prospective Outlook on Robust Training and Certification of Machine Learning Models

15 August 2022

Brendon G. Anderson

Somayeh Sojoudi

Papers citing "An Overview and Prospective Outlook on Robust Training and Certification of Machine Learning Models"

5 / 5 papers shown

Title
Risk Analysis and Design Against Adversarial Actions M. Campi A. Carè Luis G. Crespo S. Garatti Federico A. Ramponi AAML 192 0 0 02 May 2025
A Sequential Framework Towards an Exact SDP Verification of Neural Networks Ziye Ma Somayeh Sojoudi 34 8 0 16 Oct 2020
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks Guy Katz Clark W. Barrett D. Dill Kyle D. Julian Mykel Kochenderfer AAML 249 1,842 0 03 Feb 2017
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 296 3,113 0 04 Nov 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 304 39,238 0 01 Sep 2014