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Shashank Srikant

2 accepted papers

2022

Convergent Representations of Computer Programs in Human and Artificial Neural Networks

NeurIPS 2022accept

What aspects of computer programs are represented by the human brain during comprehension? We leverage brain recordings derived from functional magnetic resonance imaging (fMRI) studies of programmers comprehending Python code to evaluate the properties and code-related information encoded in the ne…

2021

Generating Adversarial Computer Programs using Optimized Obfuscations

ICLR 2021poster

Machine learning (ML) models that learn and predict properties of computer programs are increasingly being adopted and deployed. These models have demonstrated success in applications such as auto-completing code, summarizing large programs, and detecting bugs and malware in programs. In this work…