Analysis Of Top 7 Computer Forensics Tools
What is Computer Forensics
Computer forensics is the application of investigation and analysis techniques to gather and preserve evidence from a particular computing device in a way that is suitable for presentation in a court of law. The goal of computer forensics is to perform a structured investigation while maintaining a documented chain of evidence to find out exactly what happened on a computing device and who was responsible for it.
Forensic investigators typically follow a standard set of procedures: After physically isolating the device in question to make sure it cannot be accidentally contaminated, investigators make a digital copy of the device’s storage media. Once the original media has been copied, it is locked in a safe or other secure facility to maintain its pristine condition. All investigation is done on the digital copy.
Investigators use a variety of techniques and proprietary software forensic applications to examine the copy, searching hidden folders and unallocated disk space for copies of deleted, encrypted, or damaged files. Any evidence found on the digital copy is carefully documented in a “finding report” and verified with the original in preparation for legal proceedings that involve discovery, depositions, or actual litigation.
Computer forensics has become its own area of scientific expertise, with accompanying coursework and certification.
Computer forensics (also known as computer forensic science) is a branch of digital forensic science pertaining to evidence found in computers and digital storage media. … Evidence from computer forensics investigations is usually subjected to the same guidelines and practices of other digital evidence
ELEMENTS OF COMPUTER FORENSICS
Overview of the computer forensics analysis methodology
The complete definition of computer forensics is as follows: “The use of scientifically derived and proven methods toward the preservation, collection, validation, identification, analysis, interpretation, documentation and presentation of digital evidence derived from digital sources for the purpose of facilitating or furthering the reconstruction of events found to be criminal….” A Road Map for Digital Forensic Research, Report from the First Digital Forensic Research Workshop (DFRWS), available at http://dfrws.org/2001/dfrws-rm-final.pdf.
Defining computer forensics requires one more clarification. Many argue about whether computer forensics is a science or art. United States v. Brooks, 427 F.3d 1246, 1252 (10th Cir. 2005) (“Given the numerous ways information is stored on a computer, openly and surreptitiously, a search can be as much an art as a science.”). The argument is unnecessary, however. The tools and methods are scientific and are verified scientifically, but their use necessarily involves elements of ability, judgment, and interpretation. Hence, the word “technique” is often used to sidestep the unproductive science/art dispute.
The key elements of computer forensics are listed below:
- The use of scientific methods
- Collection and preservation
- Analysis and interpretation
- Documentation and presentation
The Cybercrime Lab illustrates an overview of the process with Figure 1. The three steps, Preparation/Extraction, Identification, and Analysis, are highlighted because they are the focus of this article..
In practice, organizations may divide these functions between different groups. While this is acceptable and sometimes necessary, it can create a source of misunderstanding and frustration. In order for different law enforcement agencies to effectively work together, they must communicate clearly. The investigative team must keep the entire picture in mind and be explicit when referring to specific sections.
The prosecutor and forensic examiner must decide, and communicate to each other, how much of the process is to be completed at each stage of an investigation or prosecution. The process is potentially iterative, so they also must decide how many times to repeat the process. It is fundamentally important that everyone understand whether a case only needs preparation, extraction, and identification, or whether it also requires analysis.
The three steps in the forensics process discussed in this article come after examiners obtain forensic data and a request, but before reporting and case-level analysis is undertaken. Examiners try to be explicit about every process that occurs in the methodology. In certain situations, however, examiners may combine steps or condense parts of the process. When examiners speak of lists such as “Relevant Data List,” they do not mean to imply that the lists are physical documents. The lists may be written or items committed to memory. Finally, keep in mind that examiners often repeat this entire process, since a finding or conclusion may indicate a new lead to be studied.
Examiners begin by asking whether there is enough information to proceed. They make sure a clear request is in hand and that there is sufficient data to attempt to answer it. If anything is missing, they coordinate with the requester. Otherwise, they continue to set up the process.
The first step in any forensic process is the validation of all hardware and software, to ensure that they work properly. There is still a debate in the forensics community about how frequently the software and equipment should be tested. Most people agree that, at a minimum, organizations should validate every piece of software and hardware after they purchase it and before they use it. They should also retest after any update, patch, or reconfiguration.
When the examiner’s forensic platform is ready, he or she duplicates the forensic data provided in the request and verifies its integrity. This process assumes law enforcement has already obtained the data through appropriate legal process and created a forensic image. A forensic image is a bit-for-bit copy of the data that exists on the original media, without any additions or deletions. It also assumes the forensic examiner has received a working copy of the seized data. If examiners get original evidence, they need to make a working copy and guard the original’s chain of custody. The examiners make sure the copy in their possession is intact and unaltered. They typically do this by verifying a hash, or digital fingerprint, of the evidence. If there are any problems, the examiners consult with the requester about how to proceed.
After examiners verify the integrity of the data to be analyzed, a plan is developed to extract data. They organize and refine the forensic request into questions they understand and can answer. The forensic tools that enable them to answer these questions are selected. Examiners generally have preliminary ideas of what to look for, based on the request. They add these to a “Search Lead List,” which is a running list of requested items. For example, the request might provide the lead “search for child pornography.” Examiners list leads explicitly to help focus the examination. As they develop new leads, they add them to the list, and as they exhaust leads, they mark them “processed” or “done.”
For each search lead, examiners extract relevant data and mark that search lead as processed. They add anything extracted to a second list called an “Extracted Data List.” Examiners pursue all the search leads, adding results to this second list. Then they move to the next phase of the methodology, identification.
Examiners repeat the process of identification for each item on the Extracted Data List. First, they determine what type of item it is. If it is not relevant to the forensic request, they simply mark it as processed and move on. Just as in a physical search, if an examiner comes across an item that is incriminating, but outside the scope of the original search warrant, it is recommended that the examiner immediately stop all activity, notify the appropriate individuals, including the requester, and wait for further instructions. For example, law enforcement might seize a computer for evidence of tax fraud, but the examiner may find an image of child pornography. The most prudent approach, after finding evidence outside the scope of a warrant, is to stop the search and seek to expand the warrant’s authority or to obtain a second warrant.
If an item is relevant to the forensic request, examiners document it on a third list, the Relevant Data List. This list is a collection of data relevant to answering the original forensic request. For example, in an identity theft case, relevant data might include social security numbers, images of false identification, or e-mails discussing identity theft, among other things. It is also possible for an item to generate yet another search lead. An email may reveal that a target was using another nickname. That would lead to a new keyword search for the new nickname. The examiners would go back and add that lead to the Search Lead List so that they would remember to investigate it completely.
An item can also point to a completely new potential source of data. For example, examiners might find a new e-mail account the target was using. After this discovery, law enforcement may want to subpoena the contents of the new e-mail account. Examiners might also find evidence indicating the target stored files on a removable universal serial bus (USB) drive—one that law enforcement did not find in the original search. Under these circumstances, law enforcement may consider getting a new search warrant to look for the USB drive. A forensic examination can point to many different types of new evidence. Some other examples include firewall logs, building access logs, and building video security footage. Examiners document these on a fourth list, the New Source of Data list.
After processing the Extracted Data list, examiners go back to any new leads developed. For any new data search leads, examiners consider going back to the Extraction step to process them. Similarly, for any new source of data that might lead to new evidence, examiners consider going all the way back to the process of obtaining and imaging that new forensic data.
At this point in the process, it is advisable for examiners to inform the requester of their initial findings. It is also a good time for examiners and the requester to discuss what they believe the return on investment will be for pursuing new leads. Depending on the stage of a case, extracted and identified relevant data may give the requester enough information to move the case forward, and examiners may not need to do further work. For example, in a child pornography case, if an examiner recovers an overwhelming number of child pornography images organized in usercreated directories, a prosecutor may be able to secure a guilty plea without any further forensic analysis. If simple extracted and identified data is not sufficient, then examiners move to the next step, analysis.
In the analysis phase, examiners connect all the dots and paint a complete picture for the requester. For every item on the Relevant Data List, examiners answer questions like who, what, when, where, and how. They try to explain which user or application created, edited, received, or sent each item, and how it originally came into existence. Examiners also explain where they found it. Most importantly, they explain why all this information is significant and what it means to the case.
Often examiners can produce the most valuable analysis by looking at when things happened and producing a timeline that tells a coherent story. For each relevant item, examiners try to explain when it was created, accessed, modified, received, sent, viewed, deleted, and launched. They observe and explain a sequence of events and note which events happened at the same time.
Examiners document all their analysis, and other information relevant to the forensic request, and add it all to a fifth and final list, the “Analysis Results List.” This is a list of all the meaningful data that answers who, what, when, where, how, and other questions. The information on this list satisfies the forensic request. Even at this late stage of the process, something might generate new data search leads or a source of data leads. If this happens, examiners add them to the appropriate lists and consider going back to examine them fully.
Finally, after examiners cycle through these steps enough times, they can respond to the forensic request. They move to the Forensic Reporting phase. This is the step where examiners document findings so that the requester can understand them and use them in the case. Forensic reporting is outside the scope of this article, but its importance can not be overemphasized. The final report is the best way for examiners to communicate findings to the requester. Forensic reporting is important because the entire forensic process is only worth as much as the information examiners convey to the requester. After the reporting, the requester does case-level analysis where he or she (possibly with examiners) interprets the findings in the context of the whole case.
COMPUTER FORENSICS TOOLS
Due to the wide variety of potential data sources, digital forensics tools often have different specialties. This list outlines some of the most common and widely used tools for accomplishing different parts of a computer forensics investigation.
Disk analysis: Autopsy/The Sleuth Kit
Autopsy and The Sleuth Kit are likely the most well-known forensics toolkits in existence. The Sleuth Kit is a command-line tool that performs forensic analysis of forensic images of hard drives and smartphones. Autopsy is a GUI-based system that uses The Sleuth Kit behind the scenes.
The tools are designed with a modular and plug-in architecture that makes it possible for users to easily incorporate additional functionality. Both tools are free and open-source, but commercial support and training are available as well.
Image creation: FTK Imager
Autopsy and The Sleuth Kit are designed to examine disk images of hard drives, smart phones and so on. The benefit of analyzing an image (rather than a live drive) is that the use of an image allows the investigator to prove that they have not made any modifications to the drive that could affect the forensic results.
Autopsy does not have image creation functionality, so another tool needs to be used. While the majority of the AccessData Forensics Toolkit items are paid tools, its FTK Imager is a free product. This can be used to create disk images that can then be analyzed using Autopsy/The Sleuth Kit.
Memory forensics: Volatility
Tools like The Sleuth Kit focus on the hard drive, but this is not the only place where forensic data and artifacts can be stored on a machine. Important forensic information can be stored in RAM, and this volatile memory must be collected quickly and carefully to be forensically valid and useful.
Volatility is the most well-known and popular tool for analysis of volatile memory. Like The Sleuth Kit, Volatility is free, open-source and supports third-party plugins. In fact, the Volatility Foundation holds an annual contest for users to develop the most useful and innovative extension to the framework.
Windows Registry analysis: Registry Recon
The Windows Registry acts as a database of configuration information for the Windows OS and the applications running on it. These applications can store a variety of different data in the registry, and the registry is one of the common locations where malware deploys persistence mechanisms.
It is possible to open and view the Windows registry via the built-in Windows application regedit, and registry analysis is built into some forensics platforms. However, specialized tools like Registry Recon are available as well. Registry Recon is a commercial tool that is designed to rebuild Windows registries from a forensic image and includes the ability to rebuild deleted parts of the registry based upon analysis of unallocated memory space.
Mobile forensics: Cellebrite UFED
Mobile adoption is constantly growing, and many organizations allow employees to use these devices at work either via BYOD programs or corporate-owned devices. Additionally, these devices are a growing target of cyberattacks, such as phishing, making them a likely source of valuable forensic information.
With the growing importance of mobile forensics, a mobile-focused forensics tool might be a useful acquisition. Cellebrite UFED is widely regarded as the best commercial tool for mobile forensics. It supports a number of different platforms (not just mobile devices) and boasts exclusive methods and tools for mobile device analysis.
Network analysis: Wireshark
Many forensics tools focus on the endpoint, but this is not the only source of useful data in a forensics investigation. Most cyberattacks occur over the network, and analysis of network traffic captures can help with the identification of malware and provide access to data that may have already been deleted and overwritten on the endpoint.
For network traffic analysis, Wireshark is the most popular and widely-used tool. Wireshark is free and open-source, offers dissectors for many different types of network traffic, has a clear and easy-to-use GUI for traffic analysis and includes a wide range of functionality under the hood. It supports live traffic capture or can ingest network capture files for analysis.
Linux distributions: CAINE
Many of the tools presented here (and many other digital forensics tools besides them) are free and open-source. While this makes them easy to acquire, installation and configuration can be complex. To simplify this process, a number of different Linux digital forensics distributions are available as virtual machines. These VMs include a number of tools pre-installed and preconfigured.
The Computer Aided Investigative Environment (CAINE) is one example of such a tool. This Linux distribution includes many of the most widely used computer forensics tools and may include third-party plugins for tools like Autopsy.
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