A systematic survey on large language models for algorithm design

F Liu, Y Yao, P Guo, Z Yang, Z Zhao, X Lin… - arxiv preprint arxiv …, 2024 - arxiv.org
Algorithm Design (AD) is crucial for effective problem-solving across various domains. The
advent of Large Language Models (LLMs) has notably enhanced the automation and …

Llm4ad: A platform for algorithm design with large language model

F Liu, R Zhang, Z **e, R Sun, K Li, X Lin… - arxiv preprint arxiv …, 2024 - arxiv.org
We introduce LLM4AD, a unified Python platform for algorithm design (AD) with large
language models (LLMs). LLM4AD is a generic framework with modularized blocks for …

LLMs for Cyber Security: New Opportunities

DM Divakaran, ST Peddinti - arxiv preprint arxiv:2404.11338, 2024 - arxiv.org
Large language models (LLMs) are a class of powerful and versatile models that are
beneficial to many industries. With the emergence of LLMs, we take a fresh look at cyber …

[HTML][HTML] From Vulnerability to Defense: The Role of Large Language Models in Enhancing Cybersecurity

W Kasri, Y Himeur, HA Alkhazaleh, S Tarapiah, S Atalla… - Computation, 2025 - mdpi.com
The escalating complexity of cyber threats, coupled with the rapid evolution of digital
landscapes, poses significant challenges to traditional cybersecurity mechanisms. This …

Exploring the Adversarial Frontier: Quantifying Robustness via Adversarial Hypervolume

P Guo, C Gong, X Lin, Z Yang, Q Zhang - arxiv preprint arxiv:2403.05100, 2024 - arxiv.org
The escalating threat of adversarial attacks on deep learning models, particularly in security-
critical fields, has underscored the need for robust deep learning systems. Conventional …

Large Language Models for Cybersecurity: New Opportunities

DM Divakaran, ST Peddinti - IEEE Security & Privacy, 2024 - ieeexplore.ieee.org
Large Language Models for Cybersecurity: New Opportunities Page 1 2 Copublished by the
IEEE Computer and Reliability Societies 1540-7993 © 2025 IEEE. All rights reserved, including …

[PDF][PDF] LLMs for Cyber Security: New Opportunities

ST Peddinti - oar.a-star.edu.sg
Large language models (LLMs) are a class of powerful and versatile models that are
beneficial to many industries. With the emergence of LLMs, we take a fresh look at cyber …