Search Results for author: Anthony Saieva

Found 2 papers, 1 papers with code

DIRECT : A Transformer-based Model for Decompiled Identifier Renaming

no code implementations ACL (NLP4Prog) 2021 Vikram Nitin, Anthony Saieva, Baishakhi Ray, Gail Kaiser

Decompiling binary executables to high-level code is an important step in reverse engineering scenarios, such as malware analysis and legacy code maintenance.

Malware Analysis

REINFOREST: Reinforcing Semantic Code Similarity for Cross-Lingual Code Search Models

1 code implementation5 May 2023 Anthony Saieva, Saikat Chakraborty, Gail Kaiser

This paper introduces a novel code-to-code search technique that enhances the performance of Large Language Models (LLMs) by including both static and dynamic features as well as utilizing both similar and dissimilar examples during training.

Code Search Contrastive Learning +2

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