This paper investigates how programming language standards influence memory safety by analyzing three distinct approaches: the manual memory management of C++, the ownership-based compile-time model of Rust, and the automatic garbage collection of Python.
StackPatroller is proposed, a stack-integrity-based runtime supervision framework that enforces program integrity through configurable policies that monitors runtime stack contexts to detect early deviations from normal execution, enabling the identification of whole-function reuse and certain forward-edge attacks earl...
Yuanheng Xu, Si-Yu Zhang, Juan Wang et al.· Journal of computing and sec...· 0 citations
Results indicate that Rust's compile-time guarantees dominate at the systems layer, while managed backend frameworks offer stronger built-in defenses at the application layer, suggesting that Rust adoption in web contexts requires complementary safeguards rather than reliance on language-level safety alone.
Md Zarzees Uddin Shah Chowdhury, Rabib Jahin Ibn Momin, Rifat Shahriyar· 0 citations
This work systematically generates syntactic variants of security-relevant code generation prompts and evaluates their impact on code security across multiple open LLMs and programming languages, identifying prompt syntax as a concrete security control surface and providing actionable guidance for reducing vulnerabilit...
Matteo Cicalese, Antonio Della Porta, Stefano Lambiase et al.· arXiv.org· 0 citations
An approach to verifying the results of static code analysis using large language models (LLMs), which filters warnings to eliminate false positives, which was implemented in SharpChecker, an industrial static analyzer for C#.
D. D. Panov, N. V. Shimchik, D. A. Chibisov et al.· Programming and computer sof...· 0 citations
It is found that functional correctness alone is insufficient to assess the operational reliability of LLM-generated software before deployment in continuously running environments, and aging trends can also emerge in manually developed implementations.
César Santos, Michele Vitagliano, Roberto Natella et al.· 0 citations
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