Timezone: »
Synthesizing Robust Adversarial Examples
Andrew Ilyas · Anish Athalye · Logan Engstrom · Kevin Kwok
Author Information
Andrew Ilyas (MIT)
Anish Athalye (MIT CSAIL)
Logan Engstrom (MIT)
Kevin Kwok (MIT)
More from the Same Authors
-
2021 : Pervasive Label Errors in Test Sets Destabilize Machine Learning Benchmarks »
Curtis Northcutt · Anish Athalye · Jonas Mueller -
2021 : Estimation of Standard Asymmetric Auction Models »
Yeshwanth Cherapanamjeri · Constantinos Daskalakis · Andrew Ilyas · Emmanouil Zampetakis -
2021 : Estimation of Standard Asymmetric Auction Models »
Yeshwanth Cherapanamjeri · Constantinos Daskalakis · Andrew Ilyas · Emmanouil Zampetakis -
2022 : A Unified Framework for Comparing Learning Algorithms »
Harshay Shah · Sung Min Park · Andrew Ilyas · Aleksander Madry -
2023 Workshop: Attributing Model Behavior at Scale (ATTRIB) »
Tolga Bolukbasi · Logan Engstrom · Kelvin Guu · Andrew Ilyas · Sung Min Park · Ellie Pavlick · Anders Søgaard -
2022 Poster: 3DB: A Framework for Debugging Computer Vision Models »
Guillaume Leclerc · Hadi Salman · Andrew Ilyas · Sai Vemprala · Logan Engstrom · Vibhav Vineet · Kai Xiao · Pengchuan Zhang · Shibani Santurkar · Greg Yang · Ashish Kapoor · Aleksander Madry -
2021 : Spotlight 4: Estimation of Standard Asymmetric Auction Models »
Yeshwanth Cherapanamjeri · Constantinos Daskalakis · Andrew Ilyas · Emmanouil Zampetakis -
2021 Poster: Unadversarial Examples: Designing Objects for Robust Vision »
Hadi Salman · Andrew Ilyas · Logan Engstrom · Sai Vemprala · Aleksander Madry · Ashish Kapoor -
2021 : Pervasive Label Errors in Test Sets Destabilize Machine Learning Benchmarks »
Curtis Northcutt · Anish Athalye · Jonas Mueller -
2020 Poster: Do Adversarially Robust ImageNet Models Transfer Better? »
Hadi Salman · Andrew Ilyas · Logan Engstrom · Ashish Kapoor · Aleksander Madry -
2020 Oral: Do Adversarially Robust ImageNet Models Transfer Better? »
Hadi Salman · Andrew Ilyas · Logan Engstrom · Ashish Kapoor · Aleksander Madry -
2019 : Break / Poster Session 1 »
Antonia Marcu · Yao-Yuan Yang · Pascale Gourdeau · Chen Zhu · Thodoris Lykouris · Jianfeng Chi · Mark Kozdoba · Arjun Nitin Bhagoji · Xiaoxia Wu · Jay Nandy · Michael T Smith · Bingyang Wen · Yuege Xie · Konstantinos Pitas · Suprosanna Shit · Maksym Andriushchenko · Dingli Yu · Gaël Letarte · Misha Khodak · Hussein Mozannar · Chara Podimata · James Foulds · Yizhen Wang · Huishuai Zhang · Ondrej Kuzelka · Alexander Levine · Nan Lu · Zakaria Mhammedi · Paul Viallard · Diana Cai · Lovedeep Gondara · James Lucas · Yasaman Mahdaviyeh · Aristide Baratin · Rishi Bommasani · Alessandro Barp · Andrew Ilyas · Kaiwen Wu · Jens Behrmann · Omar Rivasplata · Amir Nazemi · Aditi Raghunathan · Will Stephenson · Sahil Singla · Akhil Gupta · YooJung Choi · Yannic Kilcher · Clare Lyle · Edoardo Manino · Andrew Bennett · Zhi Xu · Niladri Chatterji · Emre Barut · Flavien Prost · Rodrigo Toro Icarte · Arno Blaas · Chulhee Yun · Sahin Lale · YiDing Jiang · Tharun Kumar Reddy Medini · Ashkan Rezaei · Alexander Meinke · Stephen Mell · Gary Kazantsev · Shivam Garg · Aradhana Sinha · Vishnu Lokhande · Geovani Rizk · Han Zhao · Aditya Kumar Akash · Jikai Hou · Ali Ghodsi · Matthias Hein · Tyler Sypherd · Yichen Yang · Anastasia Pentina · Pierre Gillot · Antoine Ledent · Guy Gur-Ari · Noah MacAulay · Tianzong Zhang -
2019 Poster: Image Synthesis with a Single (Robust) Classifier »
Shibani Santurkar · Andrew Ilyas · Dimitris Tsipras · Logan Engstrom · Brandon Tran · Aleksander Madry -
2019 Poster: Adversarial Examples Are Not Bugs, They Are Features »
Andrew Ilyas · Shibani Santurkar · Dimitris Tsipras · Logan Engstrom · Brandon Tran · Aleksander Madry -
2019 Spotlight: Adversarial Examples Are Not Bugs, They Are Features »
Andrew Ilyas · Shibani Santurkar · Dimitris Tsipras · Logan Engstrom · Brandon Tran · Aleksander Madry -
2018 : Accepted papers »
Sven Gowal · Bogdan Kulynych · Marius Mosbach · Nicholas Frosst · Phil Roth · Utku Ozbulak · Simral Chaudhary · Toshiki Shibahara · Salome Viljoen · Nikita Samarin · Briland Hitaj · Rohan Taori · Emanuel Moss · Melody Guan · Lukas Schott · Angus Galloway · Anna Golubeva · Xiaomeng Jin · Felix Kreuk · Akshayvarun Subramanya · Vipin Pillai · Hamed Pirsiavash · Giuseppe Ateniese · Ankita Kalra · Logan Engstrom · Anish Athalye -
2018 Poster: How Does Batch Normalization Help Optimization? »
Shibani Santurkar · Dimitris Tsipras · Andrew Ilyas · Aleksander Madry -
2018 Oral: How Does Batch Normalization Help Optimization? »
Shibani Santurkar · Dimitris Tsipras · Andrew Ilyas · Aleksander Madry