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Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #10
Adversarial Music: Real world Audio Adversary against Wake-word Detection System
In Algorithms -- Adversarial Learning
Juncheng Li · Shuhui Qu · Xinjian Li · Joseph Szurley · J. Zico Kolter · Florian Metze
[ Paper] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #11
Adversarial Robustness through Local Linearization
In Algorithms -- Adversarial Learning
Chongli Qin · James Martens · Sven Gowal · Dilip Krishnan · Krishnamurthy Dvijotham · Alhussein Fawzi · Soham De · Robert Stanforth · Pushmeet Kohli
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #12
Are Labels Required for Improving Adversarial Robustness?
In Algorithms -- Adversarial Learning
Jean-Baptiste Alayrac · Jonathan Uesato · Po-Sen Huang · Alhussein Fawzi · Robert Stanforth · Pushmeet Kohli
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #13
Certifying Geometric Robustness of Neural Networks
In Algorithms -- Adversarial Learning
Mislav Balunovic · Maximilian Baader · Gagandeep Singh · Timon Gehr · Martin Vechev
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #14
Cross-Domain Transferability of Adversarial Perturbations
In Algorithms -- Adversarial Learning
Muhammad Muzammal Naseer · Salman H Khan · Muhammad Haris Khan · Fahad Shahbaz Khan · Fatih Porikli
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #15
Functional Adversarial Attacks
In Algorithms -- Adversarial Learning
Cassidy Laidlaw · Soheil Feizi
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #16
Improving Black-box Adversarial Attacks with a Transfer-based Prior
In Algorithms -- Adversarial Learning
Shuyu Cheng · Yinpeng Dong · Tianyu Pang · Hang Su · Jun Zhu
[ Paper]  [ Slides] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #17
Invariance-inducing regularization using worst-case transformations suffices to boost accuracy and spatial robustness
In Algorithms -- Adversarial Learning
Fanny Yang · Zuowen Wang · Christina Heinze-Deml
[ Paper]  [ Poster]  [ Slides] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #18
Learning to Confuse: Generating Training Time Adversarial Data with Auto-Encoder
In Algorithms -- Adversarial Learning
Ji Feng · Qi-Zhi Cai · Zhi-Hua Zhou
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #19
On Robustness to Adversarial Examples and Polynomial Optimization
In Algorithms -- Adversarial Learning
Pranjal Awasthi · Abhratanu Dutta · Aravindan Vijayaraghavan
[ Paper]  [ Slides] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #20
Outlier-robust estimation of a sparse linear model using $\ell_1$-penalized Huber's $M$-estimator
In Algorithms -- Adversarial Learning
Arnak Dalalyan · Philip Thompson
[ Paper]  [ Slides] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #21
Policy Poisoning in Batch Reinforcement Learning and Control
In Algorithms -- Adversarial Learning
Yuzhe Ma · Xuezhou Zhang · Wen Sun · Jerry Zhu
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #22
Provable Certificates for Adversarial Examples: Fitting a Ball in the Union of Polytopes
In Algorithms -- Adversarial Learning
Matt Jordan · Justin Lewis · Alex Dimakis
[ Paper]  [ Poster]  [ Slides] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #23
Provably robust boosted decision stumps and trees against adversarial attacks
In Algorithms -- Adversarial Learning
Maksym Andriushchenko · Matthias Hein
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #24
Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers
In Algorithms -- Adversarial Learning
Hadi Salman · Jerry Li · Ilya Razenshteyn · Pengchuan Zhang · Huan Zhang · Sebastien Bubeck · Greg Yang
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #25
Robust Attribution Regularization
In Algorithms -- Adversarial Learning
Jiefeng Chen · Xi Wu · Vaibhav Rastogi · Yingyu Liang · Somesh Jha
[ Paper]  [ Poster]  [ Slides] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #26
Robustness Verification of Tree-based Models
In Algorithms -- Adversarial Learning
Hongge Chen · Huan Zhang · Si Si · Yang Li · Duane Boning · Cho-Jui Hsieh
[ Paper]  [ Poster]