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cs.LG2021★ 1 cited
Gradient-based Data Subversion Attack Against Binary Classifiers
Rosni K Vasu, Sanjay Seetharaman, Shubham Malaviya +2
Machine learning based data-driven technologies have shown impressive performances in a variety of application domains. Most enterprises use data from multiple sources to provide q…
cs.LG2021
Influence Based Defense Against Data Poisoning Attacks in Online Learning
Sanjay Seetharaman, Shubham Malaviya, Rosni KV +2
Data poisoning is a type of adversarial attack on training data where an attacker manipulates a fraction of data to degrade the performance of machine learning model. Therefore, ap…