2 citations · 3 across the 4 of their papers we have counts for
4 papers
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…
Guiding Symbolic Execution with Static Analysis and LLMs for Vulnerability Discovery
Md Shafiuzzaman, Achintya Desai, Wenbo Guo +1
Symbolic execution detects vulnerabilities with precision, but applying it to large codebases requires harnesses that set up symbolic state, model dependencies, and specify asserti…
UEFI Vulnerability Signature Generation using Static and Symbolic Analysis
Md Shafiuzzaman, Achintya Desai, Laboni Sarker +1
Since its major release in 2006, the Unified Extensible Firmware Interface (UEFI) has become the industry standard for interfacing a computer's hardware and operating system, repla…
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…