[HTML][HTML] A survey on large language model (llm) security and privacy: The good, the bad, and the ugly
Abstract Large Language Models (LLMs), such as ChatGPT and Bard, have revolutionized
natural language understanding and generation. They possess deep language …
natural language understanding and generation. They possess deep language …
Large language model for vulnerability detection and repair: Literature review and the road ahead
The significant advancements in Large Language Models (LLMs) have resulted in their
widespread adoption across various tasks within Software Engineering (SE), including …
widespread adoption across various tasks within Software Engineering (SE), including …
Multitask-based evaluation of open-source llm on software vulnerability
This paper proposes a pipeline for quantitatively evaluating interactive Large Language
Models (LLMs) using publicly available datasets. We carry out an extensive technical …
Models (LLMs) using publicly available datasets. We carry out an extensive technical …
[HTML][HTML] Enhancing software code vulnerability detection using gpt-4o and claude-3.5 sonnet: A study on prompt engineering techniques
J Bae, S Kwon, S Myeong - Electronics, 2024 - mdpi.com
This study investigates the efficacy of advanced large language models, specifically GPT-4o,
Claude-3.5 Sonnet, and GPT-3.5 Turbo, in detecting software vulnerabilities. Our experiment …
Claude-3.5 Sonnet, and GPT-3.5 Turbo, in detecting software vulnerabilities. Our experiment …
Demystifying faulty code: Step-by-step reasoning for explainable fault localization
R Widyasari, JW Ang, TG Nguyen… - … on Software Analysis …, 2024 - ieeexplore.ieee.org
Fault localization is a critical process that involves identifying specific program elements
responsible for program failures. Manually pinpointing these elements, such as classes …
responsible for program failures. Manually pinpointing these elements, such as classes …
Vulnerabilities and Security Patches Detection in OSS: A Survey
R Lin, Y Fu, W Yi, J Yang, J Cao, Z Dong, F **e… - ACM Computing …, 2024 - dl.acm.org
Over the past decade, Open Source Software (OSS) has experienced rapid growth and
widespread adoption, attributed to its openness and editability. However, this expansion has …
widespread adoption, attributed to its openness and editability. However, this expansion has …
Autoattacker: A large language model guided system to implement automatic cyber-attacks
Large language models (LLMs) have demonstrated impressive results on natural language
tasks, and security researchers are beginning to employ them in both offensive and …
tasks, and security researchers are beginning to employ them in both offensive and …
Combining Fine-Tuning and LLM-based Agents for Intuitive Smart Contract Auditing with Justifications
Smart contracts are decentralized applications built atop blockchains like Ethereum. Recent
research has shown that large language models (LLMs) have potential in auditing smart …
research has shown that large language models (LLMs) have potential in auditing smart …
On the reliability and explainability of language models for program generation
Recent studies have adopted pre-trained language models, such as CodeT5 and CodeGPT,
for automated program generation tasks like code generation, repair, and translation …
for automated program generation tasks like code generation, repair, and translation …
Generative AI in cyber security of cyber physical systems: Benefits and threats
The advancements in Cyber-Physical Systems (CPSs) have also increased their
vulnerability to various cyber-attacks. Therefore, it is crucial to develop strong cybersecurity …
vulnerability to various cyber-attacks. Therefore, it is crucial to develop strong cybersecurity …