Deep learning in the fast lane: A survey on advanced intrusion detection systems for intelligent vehicle networks
M Almehdhar, A Albaseer, MA Khan… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
The rapid evolution of modern automobiles into intelligent and interconnected entities
presents new challenges in cybersecurity, particularly in Intrusion Detection Systems (IDS) …
presents new challenges in cybersecurity, particularly in Intrusion Detection Systems (IDS) …
Transformers and large language models for efficient intrusion detection systems: A comprehensive survey
H Kheddar - arXiv preprint arXiv:2408.07583, 2024 - arxiv.org
With significant advancements in Transformers LLMs, NLP has extended its reach into many
research fields due to its enhanced capabilities in text generation and user interaction. One …
research fields due to its enhanced capabilities in text generation and user interaction. One …
Integration of Mixture of Experts and Multimodal Generative AI in Internet of Vehicles: A Survey
Generative AI (GAI) can enhance the cognitive, reasoning, and planning capabilities of
intelligent modules in the Internet of Vehicles (IoV) by synthesizing augmented datasets …
intelligent modules in the Internet of Vehicles (IoV) by synthesizing augmented datasets …
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 …
different activities. These activities are combined with digital information and systems around …
MistralBSM: Leveraging Mistral-7B for Vehicular Networks Misbehavior Detection
W Hamhoum, S Cherkaoui - arXiv preprint arXiv:2407.18462, 2024 - arxiv.org
Vehicular networks are exposed to various threats resulting from malicious attacks. These
threats compromise the security and reliability of communications among road users …
threats compromise the security and reliability of communications among road users …
A review of advancements and applications of pre-trained language models in cybersecurity
Z Liu - 2024 12th International Symposium on Digital …, 2024 - ieeexplore.ieee.org
In this paper, we delve into the transformative role of pre-trained language models (PLMs) in
cybersecurity, offering a comprehensive examination of their deployment across a wide …
cybersecurity, offering a comprehensive examination of their deployment across a wide …
A Comprehensive Overview of Large Language Models (LLMs) for Cyber Defences: Opportunities and Directions
M Hassanin, N Moustafa - arXiv preprint arXiv:2405.14487, 2024 - arxiv.org
The recent progression of Large Language Models (LLMs) has witnessed great success in
the fields of data-centric applications. LLMs trained on massive textual datasets showed …
the fields of data-centric applications. LLMs trained on massive textual datasets showed …
A Cloud Collaborative-based Intrusion Detection and Prevention System for IVN
With the increasing intelligence and convenience of modern vehicles, Internet-of-Vehicle
(IoV) technology plays a pivotal role in driving these advancements. While IoV enhances …
(IoV) technology plays a pivotal role in driving these advancements. While IoV enhances …
SecureBERT and LLAMA 2 Empowered Control Area Network Intrusion Detection and Classification
X Li, H Fu - arXiv preprint arXiv:2311.12074, 2023 - arxiv.org
Numerous studies have proved their effective strength in detecting Control Area Network
(CAN) attacks. In the realm of understanding the human semantic space, transformer-based …
(CAN) attacks. In the realm of understanding the human semantic space, transformer-based …
A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions
The rapid evolution of communication networks in recent decades has intensified the need
for advanced Network and Service Management (NSM) strategies to address the growing …
for advanced Network and Service Management (NSM) strategies to address the growing …