Large Language Models for Cyber Resilience: A Comprehensive Review, Challenges, and Future Perspectives

W Ding, M Abdel-Basset, AM Ali, N Moustafa - Applied Soft Computing, 2024 - Elsevier
Interconnect cyber system is used by various users and organizations worldwide to perform
different activities. These activities are combined with digital information and systems around …

Generative AI and Large Language Models for Cyber Security: All Insights You Need

MA Ferrag, F Alwahedi, A Battah, B Cherif… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper provides a comprehensive review of the future of cybersecurity through
Generative AI and Large Language Models (LLMs). We explore LLM applications across …

[HTML][HTML] Data Stealing Attacks against Large Language Models via Backdooring

J He, G Hou, X Jia, Y Chen, W Liao, Y Zhou, R Zhou - Electronics, 2024 - mdpi.com
Large language models (LLMs) have gained immense attention and are being increasingly
applied in various domains. However, this technological leap forward poses serious security …

Injecting Undetectable Backdoors in Deep Learning and Language Models

A Kalavasis, A Karbasi, A Oikonomou, K Sotiraki… - arXiv preprint arXiv …, 2024 - arxiv.org
As ML models become increasingly complex and integral to high-stakes domains such as
finance and healthcare, they also become more susceptible to sophisticated adversarial …

A Behavior-aware Cause Identification Framework for Order Cancellation in Logistics Service

S Zhong, Y Gu, W Lyu, H Lin, G Yang, Y Lu… - Proceedings of the 33rd …, 2024 - dl.acm.org
Logistics platforms provide real-time door-to-door order pickup services to enhance
customer convenience. However, a high volume of unexpected order cancellations …

BlockAgents: Towards Byzantine-Robust LLM-Based Multi-Agent Coordination via Blockchain

B Chen, G Li, X Lin, Z Wang, J Li - Proceedings of the ACM Turing Award …, 2024 - dl.acm.org
Recent advancements in multi-agent systems based on large language models (LLM) have
shown potential for problem-solving and planning tasks. However, most existing LLM-based …

Balancing Efficiency and Experience: A Predictive Cyber Physical System (CPS) for Urban Logistics

S Zhong - 2024 - search.proquest.com
Abstract Cyber-Physical Systems (CPS) integrate physical entities with information systems,
enabling sensing, decision-making, and control actions, which has driven the development …

Injecting Undetectable Backdoors in Obfuscated Neural Networks and Language Models

A Kalavasis, A Karbasi, A Oikonomou, K Sotiraki… - The Thirty-eighth Annual … - openreview.net
As ML models become increasingly complex and integral to high-stakes domains such as
finance and healthcare, they also become more susceptible to sophisticated adversarial …