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17 papers · 1 filter
From Prompt Injections to Protocol Exploits: Threats in LLM-Powered AI Agents Workflows
Mohamed Amine Ferrag, Norbert Tihanyi, Djallel Hamouda +3
Autonomous AI agents powered by large language models (LLMs) with structured function-calling interfaces enable real-time data retrieval, computation, and multi-step orchestration.…
Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis
Li Yang, Mirna El Rajab, Abdallah Shami +1
Zero-Touch Networks (ZTNs) represent a state-of-the-art paradigm shift towards fully automated and intelligent network management, enabling the automation and intelligence required…
Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networks
Li Yang, Shimaa Naser, Abdallah Shami +3
The transition from 5G to 6G mobile networks necessitates network automation to meet the escalating demands for high data rates, ultra-low latency, and integrated technology. Recen…
Maximal Extractable Value in Decentralized Finance: Taxonomy, Detection, and Mitigation
Huned Materwala, Shraddha M. Naik, Aya Taha +2
Decentralized Finance (DeFi) leverages blockchain-enabled smart contracts to deliver automated and trustless financial services without the need for intermediaries. However, the pu…
A Visualized Malware Detection Framework with CNN and Conditional GAN
Fang Wang, Hussam Al Hamadi, Ernesto Damiani
Malware visualization analysis incorporating with Machine Learning (ML) has been proven to be a promising solution for improving security defenses on different platforms. In this w…
A Survey on Explainable Artificial Intelligence for Cybersecurity
Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab +5
The black-box nature of artificial intelligence (AI) models has been the source of many concerns in their use for critical applications. Explainable Artificial Intelligence (XAI) i…