Timezone: »
Semantic Adversarial Examples by Somesh Jha
Somesh Jha
Author Information
Somesh Jha (University of Wisconsin, Madison)
More from the Same Authors
-
2022 : Best of Both Worlds: Towards Adversarial Robustness with Transduction and Rejection »
Nils Palumbo · Yang Guo · Xi Wu · Jiefeng Chen · Yingyu Liang · Somesh Jha -
2023 Poster: Grounding Neural Inference with Satisfiability Modulo Theories »
Zifan Wang · Saranya Vijayakumar · Kaiji Lu · Vijay Ganesh · Somesh Jha · Matt Fredrikson -
2023 Poster: Robust and Actively Secure Serverless Collaborative Learning »
Nicholas Franzese · Adam Dziedzic · Christopher A. Choquette-Choo · Mark R Thomas · Muhammad Ahmad Kaleem · Stephan Rabanser · Congyu Fang · Somesh Jha · Nicolas Papernot · Xiao Wang -
2022 Spotlight: Lightning Talks 2A-2 »
Harikrishnan N B · Jianhao Ding · Juha Harviainen · Yizhen Wang · Lue Tao · Oren Mangoubi · Tong Bu · Nisheeth K. Vishnoi · Mohannad Alhanahnah · Mikko Koivisto · Aditi Kathpalia · Lei Feng · Nithin Nagaraj · Hongxin Wei · Xiaozhu Meng · Petteri Kaski · Zhaofei Yu · Tiejun Huang · Ke Wang · Jinfeng Yi · Jian Liu · Sheng-Jun Huang · Mihai Christodorescu · Songcan Chen · Somesh Jha -
2022 Spotlight: Robust Learning against Relational Adversaries »
Yizhen Wang · Mohannad Alhanahnah · Xiaozhu Meng · Ke Wang · Mihai Christodorescu · Somesh Jha -
2022 Poster: Overparameterization from Computational Constraints »
Sanjam Garg · Somesh Jha · Saeed Mahloujifar · Mohammad Mahmoody · Mingyuan Wang -
2022 Poster: Robust Learning against Relational Adversaries »
Yizhen Wang · Mohannad Alhanahnah · Xiaozhu Meng · Ke Wang · Mihai Christodorescu · Somesh Jha -
2022 Poster: A Quantitative Geometric Approach to Neural-Network Smoothness »
Zi Wang · Gautam Prakriya · Somesh Jha -
2021 Poster: Detecting Errors and Estimating Accuracy on Unlabeled Data with Self-training Ensembles »
Jiefeng Chen · Frederick Liu · Besim Avci · Xi Wu · Yingyu Liang · Somesh Jha -
2021 Poster: A Separation Result Between Data-oblivious and Data-aware Poisoning Attacks »
Samuel Deng · Sanjam Garg · Somesh Jha · Saeed Mahloujifar · Mohammad Mahmoody · Abhradeep Guha Thakurta -
2019 Poster: Attribution-Based Confidence Metric For Deep Neural Networks »
Susmit Jha · Sunny Raj · Steven Fernandes · Sumit K Jha · Somesh Jha · Brian Jalaian · Gunjan Verma · Ananthram Swami -
2019 Poster: Robust Attribution Regularization »
Jiefeng Chen · Xi Wu · Vaibhav Rastogi · Yingyu Liang · Somesh Jha