Digital Forensic Science. Vassil Roussev

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      CHAPTER 1

       Introduction

      In a word, the computer scientist is a toolsmith—no more, but no less. It is an honorable calling.

      Frederick P. Brooks, Jr. [66]

      Forensic science (or forensics) is dedicated to the systematic application of scientific methods to gather and analyze evidence for a legal purpose. Digital forensics—a.k.a. cyber or computer forensics—is a subfield within forensics, which deals specifically with digital artifacts, such as files, and computer systems and networks used to create, transform, transmit, and store them.

      The rapid adoption of information technology (IT) in all aspects of modern life means that it bears witness to an ever expanding number of human- and machine-initiated interactions and transactions. It is increasingly the case that the only historical trace of such events exists in electronic form. At the same time, most IT systems are not specifically engineered to facilitate the forensic acquisition and analysis of their data. Therefore, there is the need to continuously develop forensic methods that keep up with the rapid growth in data volume and system complexity.

      The main goal of this book is to provide a relatively brief, but systematic, technical overview of digital forensic methods, as they exist today, and to outline the main challenges that need to be addressed in the immediate future.

1.1 SCOPE OF THIS BOOK

      By its nature, digital forensics is a multi-disciplinary undertaking, combining various expertise including software developers providing tools, investigators applying their analytical expertise, and lawyers framing the goals and bounds of the investigation. Nevertheless, the almost singular focus of this book is on the technical aspects of process—the algorithmic techniques used in the acquisition and analysis of the different systems and artifacts.

      In other words, the goal is to provide a computer science view of digital forensic methods. This is in sync with Fred Brooks’ thesis that the primary purpose of computer science research is to build computational tools to solve problems emanating from other domains: “Hitching our research to someone else’s driving problems, and solving those problems on the owners’ terms, leads us to richer computer science research.” [66]

      This means that we will only superficially touch upon the various legal concerns, or any of the issues regarding tool use, procedural training, and other important components of digital forensic practice. In part, this is due to the shortness of the book format, and the high quality coverage of these topics in existing literature.

      However, the primary reason is that we seek to present digital forensics from a different perspective that has been missing. It is an effort to systematize the computational methods that we have acquired over the last three decades, and put them in a coherent and extensible framework.

      Target audience. The treatment of the topics is based on the author’s experience as a computer science educator and researcher. It is likely to fit better as part of a special topics course in a general computer science curriculum rather than as part of a specialized training toward certification, or digital forensics degree.

      We expect this text to be most appropriate in an advanced, or a graduate, course in digital forensics; it could also be used as supplemental material in an introductory course, as some of the topic treatment is different from other textbooks. We hope that faculty and graduate students will find it helpful as a starting point in their research efforts, and as a good reference on a variety of topics.

      Non-goals. It may be useful to point out explicitly what we are not trying to achieve. Broadly, we are not trying to replace any of the established texts. These come in two general categories:

      • comprehensive introduction to the profession of the forensic investigator (often used as a primary textbook in introductory courses) such as Casey’s Digital Evidence and Computer Crime [32];

      • in-depth technical reference books on specialized topics of interest, such as Carrier’s classic File System Forensic Analysis [23], The Art of Memory Forensics by Ligh et al. [108], or Carvey’s go-to books on Windows [29] and registry analysis [30].

      Due to the limitations of the series format, we have also chosen to forego a discussion on multimedia data and device forensics, which is a topic worth its own book, such as the one edited by Ho and Li [92].

1.2 ORGANIZATION

      The book’s structure is relatively flat with almost no dependencies among the chapters. The two exceptions are Chapter 3, which should be a prerequisite for any of the subsequent chapters, and Chapter 6, which will make most sense as the closing discussion.

      Chapter 2 provides a brief history of digital forensics, with an emphasis on technology trends that have driven forensic development. The purpose is to supply a historical context for the methods and tools that have emerged, and to allow us to reason about current challenges, and near-term developments.

      Chapter 3 looks at the digital forensics process from several different perspectives—legal, procedural, technical, and cognitive—in an effort to provide a full picture of the field. Later, these models are referenced to provide a framework to reason about a variety of challenges, from managing data volumes to improving the СКАЧАТЬ