Vulnerabilities in ai code generators: Exploring targeted data poisoning attacks
AI-based code generators have become pivotal in assisting developers in writing software
starting from natural language (NL). However, they are trained on large amounts of data …
starting from natural language (NL). However, they are trained on large amounts of data …
Securing Large Language Models: Threats, Vulnerabilities and Responsible Practices
Large language models (LLMs) have significantly transformed the landscape of Natural
Language Processing (NLP). Their impact extends across a diverse spectrum of tasks …
Language Processing (NLP). Their impact extends across a diverse spectrum of tasks …
CoSec: On-the-Fly Security Hardening of Code LLMs via Supervised Co-decoding
Large Language Models (LLMs) specialized in code have shown exceptional proficiency
across various programming-related tasks, particularly code generation. Nonetheless, due …
across various programming-related tasks, particularly code generation. Nonetheless, due …
Ocassionally secure: A comparative analysis of code generation assistants
$$ Large Language Models (LLMs) are being increasingly utilized in various applications,
with code generations being a notable example. While previous research has shown that …
with code generations being a notable example. While previous research has shown that …
An Exploratory Study on Fine-Tuning Large Language Models for Secure Code Generation
AI-powered coding assistants such as GitHub Copilot and OpenAI ChatGPT have achieved
notable success in automating code generation. However, these tools rely on pre-trained …
notable success in automating code generation. However, these tools rely on pre-trained …