SECURITY SCIENCE AND TECHNOLOGY – serie

As an under-studied area of academic research, the analysis of computer network traffic data is still in its infancy. However, the challenge of detecting and mitigating malicious or unauthorised behaviour through the lens of such data is becoming an increasingly prominent issue.This collection of papers by leading researchers and practitioners synthesises cutting-edge work in the analysis of dynamic networks and statistical aspects of cyber security. The book is structured in such a way as to keep security application at the forefront of discussions. It offers readers easy access into the area of data analysis for complex cyber-security applications, with a particular focus on temporal and network aspects.Chapters can be read as standalone sections and provide rich reviews of the latest research within the field of cyber-security. Academic readers will benefit from state-of-the-art descriptions of new methodologies and their extension to real practical problems while industry professionals will appreciate access to more advanced methodology than ever before.

The use of genetics for the resolution of legal conflicts has recently been gaining a higher profile, largely as a result of scientific and technological advancements and the substantial broadening of applications. The theoretical framework underlying forensic genetics is the same irrespective of the materials and technology involved, however a great divide still exists in the manner and processes related to human and non-human analyses.This advanced handbook intends to overcome the historical barriers between the scientific fields of legal medicine, biodiversity and conservation, and food analysis by presenting a unifying, global perspective on the implications of genetic analyses on forensic affairs. This global perspective is presented in three parts: modes of inheritance and reproduction and taxonomic implications; current technological approaches and future perspectives; and a comprehensive systematization of the types of applications and organisms. Finally, a critical revision of the current investigative/expert systems and future perspectives is undertaken.This book provides a collection of international research, thereby constituting a reference platform for the forensic community and an advanced textbook for graduate students. It encompasses the theoretical bases of the field, and presents in the context of both perspectives of forensic action — probative and investigative — a comprehensive coverage of the current applications and technological state of the art.

Cyber-security is a matter of rapidly growing importance in industry and government. This book provides insight into a range of data science techniques for addressing these pressing concerns.The application of statistical and broader data science techniques provides an exciting growth area in the design of cyber defences. Networks of connected devices, such as enterprise computer networks or the wider so-called Internet of Things, are all vulnerable to misuse and attack, and data science methods offer the promise to detect such behaviours from the vast collections of cyber traffic data sources that can be obtained. In many cases, this is achieved through anomaly detection of unusual behaviour against understood statistical models of normality.This volume presents contributed papers from an international conference of the same name held at Imperial College. Experts from the field have provided their latest discoveries and review state of the art technologies.