Search Results for author: Saket Maheshwary

Found 4 papers, 4 papers with code

Generating Natural Language Attacks in a Hard Label Black Box Setting

3 code implementations29 Dec 2020 Rishabh Maheshwary, Saket Maheshwary, Vikram Pudi

Our proposed attack strategy leverages population-based optimization algorithm to craft plausible and semantically similar adversarial examples by observing only the top label predicted by the target model.

Adversarial Text Semantic Similarity +3

A Context Aware Approach for Generating Natural Language Attacks

1 code implementation24 Dec 2020 Rishabh Maheshwary, Saket Maheshwary, Vikram Pudi

We study an important task of attacking natural language processing models in a black box setting.

Language Modelling Sentence +2

AutoLearn - Automated Feature Generation and Selection

1 code implementation IEEE IEEE International Conference on Data Mining (ICDM) 2017 Ambika Kaul, Saket Maheshwary, Vikram Pudi

In recent years, the importance of feature engineering has been confirmed by the exceptional performance of deep learning techniques, that automate this task for some applications.

Automated Feature Engineering Feature Engineering +2

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