KAUST computer scientist Mohamed Elhoseiny and his VISION CAIR team developed Creative Walk Adversarial Networks (CWAN) for novel art generation. CWAN learns from existing art styles and deviates using 'random walk deviation' methods. Human evaluators preferred CWAN-generated art compared to other methods like StyleGAN2. Why it matters: The research demonstrates AI's potential as a valuable tool for artists, enabling the creation of unique and meaningful art, and explores more effective emotional language in image captioning.
The Cryptography Research Center (CRC) of the Technology Innovation Institute (TII) in Abu Dhabi is co-hosting the 21st Cryptology and Network Security Conference (CANS 2022) in cooperation with Springer, IACR, and NYU Abu Dhabi. The conference includes a workshop on AI and automation in cryptography and network security, with talks from experts like Claudia Diaz from Nym Technologies. Topics covered include post-quantum cryptography, blockchain security, and cryptanalysis techniques. Why it matters: This event highlights the UAE's growing role as a hub for cutting-edge research in cryptography and cybersecurity, fostering collaboration between academia and industry.
The Technology Innovation Institute's Cryptography Research Center (CRC) in Abu Dhabi has appointed a Board of Advisors comprised of global cryptography experts. The board includes Prof. Joan Daemen, Prof. Lejla Batina, Dr. Guido Bertoni, Prof. Carlos Aguilar, Prof. Damien Stehlé, and Prof. Tim Güneysu. The advisors will guide CRC's research efforts in areas like post-quantum cryptography and hardware-based cryptography. Why it matters: This move strengthens the UAE's position as a global hub for cryptography research and development, fostering innovation in this critical field.
Dr. Zhiqiang Lin from Ohio State University presented the Security-Enhanced Radio Access Network (SE-RAN) project to address cellular network threats using O-RAN. The project includes 5G-Spector, a framework for detecting L3 protocol exploits via MobiFlow and MobieXpert, and 5G-XSec, a framework leveraging deep learning and LLMs for threat analysis at the network edge. Dr. Lin also outlined a vision for AI convergence with cellular security for enhanced threat detection. Why it matters: Enhancing 5G security through AI and open architectures is critical for protecting next-generation mobile networks in the GCC region and globally.
A KAUST student blog post discusses optical wireless communications (OWC) as a solution to radio frequency exhaustion. OWC uses optical frequencies to carry electrical signals, offering advantages like high data rates and immunity to electromagnetic interference. Free-space optical (FSO) communication, a type of OWC, is applicable for inter-building connections and has seen use cases such as broadcasting during the 2010 FIFA World Cup. Why it matters: OWC research and deployment in the region can support high-bandwidth applications and provide cost-effective connectivity solutions, especially in challenging environments or disaster scenarios.
KAUST's Winter Enrichment Program (WEP) 2024 focused on the theme "Digital Adventure – ride to the future," featuring lectures and activities related to machine learning, AI, and the future of technology. Speakers covered topics from quantum computing and robotics to smart cities and sustainable economies. Rick Fox discussed his company Partanna's work on revolutionizing concrete production with KAUST's Carlos Duarte as an advisor. Why it matters: The event highlights KAUST's role in fostering discussions around cutting-edge technologies and their impact on various sectors within the Kingdom and globally.
KAUST and ACWA Power have launched a Center of Excellence for Desalination and Solar Power following a memorandum of understanding signed on September 9. The collaboration aims to advance Saudi Arabia's position in water desalination and solar power technology. The center will focus on research in water quality monitoring and system performance modeling, leveraging KAUST's research centers. Why it matters: The partnership seeks to drive innovation and cost efficiencies in producing desalinated water and generating solar power, aligning with Saudi Arabia's sustainability goals.
MBZUAI's Associate Provost Mohsen Guizani and his co-authors won the IEEE ComSoc - CSIM Best Journal Paper Award for 2021 for their paper "Reliable Federated Learning for Mobile Networks." The award will be presented at the IEEE International Communications Conference in Seoul. The paper's findings are expected to improve the reliability of federated learning tasks in mobile networks. Why it matters: The award recognizes impactful research in federated learning, an area of growing importance for distributed AI applications, and highlights MBZUAI's increasing prominence in the field.