most citedAssessing, Exploiting, and Mitigating Syntactic Robustness Failures in LLM-Based Code Generation

2 citations · 3 across the 4 of their papers we have counts for

collaborators
Showing cs.SEShow all

2 papers · 1 filter

cs.SE2026

Program Analysis Guided LLM Agent for Proof-of-Concept Generation

Achintya Desai, Md Shafiuzzaman, Wenbo Guo +1

Software developers frequently receive vulnerability reports that require them to reproduce the vulnerability in a reliable manner by generating a proof-of-concept (PoC) input that…

cs.SE2024★ 2 cited

Assessing, Exploiting, and Mitigating Syntactic Robustness Failures in LLM-Based Code Generation

Laboni Sarker, Mara Downing, Achintya Desai +1

Rapid advances in the field of Large Language Models (LLMs) have made LLM-based code generation an important area for investigation. An LLM-based code generator takes a prompt as i…