This book examines the intersection of computer science advancements and their pedagogical implications. The 18th EAI International Conference on Computer Science and Education in Computer Science (CSECS 2022) proceedings present 15 full and 9 short papers, carefully selected from 53 submissions, addressing critical areas such as software engineering, information systems design, cryptography, theoretical algorithms, and the implementation of machine learning and big data technologies. A significant focus is placed on computer science education, including the introduction and evaluation of computing programs, curricula, and online courses, as well as syllabus design, laboratory work, and teaching methodologies. The collected research explores how existing and emerging technologies can be leveraged for both technical development and educational training, aiming to deliver Software 4.0 and Education 4.0 to diverse populations.

The collected papers from CSECS 2022 offer a dual perspective, bridging technical computer science advancements with their educational applications. The inclusion of diverse topics, from theoretical foundations to practical implementations of machine learning and big data, suggests a broad scope for researchers and educators. The focus on Education 4.0 indicates a forward-looking approach to how computing knowledge is disseminated and acquired in contemporary society. This volume serves as a snapshot of current research trends and challenges in both the field of computer science and its educational landscape.