|By Jon Shende||
|October 24, 2012 11:00 AM EDT||
Digital Forensics is not an elephant, it is a process and not just one process, but a group of tasks and processes in investigation. Examiners now perform targeted examinations using forensic tools and databases of known files, selecting specific files and data types for review while ignoring files of irrelevant type and content. Despite the application of sophisticated tools, the forensic process still relies on the examiner's knowledge of the technical aspects of the specimen and understanding of the case and the law - Mark Pollitt.
As has been established from articles by various authors including myself, this re-branded model of computing now called cloud computing proposes benefits that can improve productivity, harness high-speed systems which can manage large data sets as well as systems implementations, and could have a net positive impact on the operational budget (scaling,elasticity) of some small and midsized enterprises.
Of course there is the possibility that a private cloud for a small enterprise may not warrant its cost, in comparison to that of harnessing the benefits of a public cloud offering.
For a larger enterprise with say multiple and/or international locations, a private cloud infrastructure can provide an added cost benefit that whilst not as cheap as a public cloud offering, would offset that cost variance in terms of the risk profile of systems being moved into a private cloud e.g. critical databases, transactional and/or processing systems as well as potential compliance concerns.
If however an enterprise chooses to utilize a public cloud offering there will be the added complications for information security, in terms of procedural and legal standpoints. This leads us to the point that, with a public cloud system; we no longer have the traditional defined security perimeter.
This new cloud security perimeter can now be any place on any device where people will access an enterprise provided network, resources and systems.
With regard to digital forensics and the e-discovery process, this new cloud security perimeter stemming from the trend with which data is now accessed via the internet, housed and consumed on multiple systems and devices internationally, will pose some serious challenges(legally and technically) with the potential to complicate a security investigation. e.g. defining incident response, access rules and policies governing access as well as support processes.
Traditional network forensics metrics will not give a complete picture of what can occur within the cloud computing environment; for instance there could be limitations in terms of focus only on data going into and out from systems which an enterprise has access to, and as we know this generally stops at the gateway into the cloud.
In terms of network forensics, packet capture and analysis is important; with the cloud ecosystem there is the real possibility of an increase in the vast amount of data that may need to be processed. This will only increase the workload on the digital investigator who will most likely have more than a plate full of hex patterns, network metadata and logs to analyze., as is the case with a traditional system analysis.
This increased volume can severely cripple an investigation; more so if a forensic investigator does not completely understand the cloud ecosystem's architecture, its complex linkages that bridge cloud services and an enterprise's systems in addition to how these systems impact an enterprise in terms of potential ingress points that can lead to systems compromise.
The cloud while a boon to enterprise CapEx/OpEx is also a gold-mine for crackers who can set up systems for attack with as little as $50 e.g with Amazon Web Services (AWS), an Amazon Machine Image (AMI) either Linux or Windows can run a virtual machine which can be set it up to do whatever an end-user wants to do with it, that is, within the confines of the virtualized world; this environment is owned by the enduser (a cracker in this case) from the operating system up.
Of course the IAAS and other hardware systems, IDS/IPS, firewalls, remain under the control and belong to the cloud service provider.
With regard to say conducting a forensic investigation on a virtualized server,there is that potential loss of data that can be relevant to an investigation once an image is stopped or a virtualized server is shut down, with minimal chance of retrieving a specific image from its virtualized server.
As mentioned there are several merits for the case to adopt a cloud service however, from a digital forensics point of view; an understanding of the inherent limitations of such a system needs to be clearly understood and properly reviewed and scoped by an enterprises IT Security team regarding how such an implementation will adapt to their current security model. These metrics may vary based on the selected cloud provider the enterprise will use.
Gathered data can then assist the enterprise security on how to mitigate the potential for compromise and other risk that can affect the enterprises operations stemming from this added environment. This in turn can potentially alleviate the pains of a digital forensics investigation with cloud computing overtures.
Digital Forensic expert Nicole Bebee stated, "No research has been published on how cloud computing environmnets affect digital artifacts, and legal issues related to cloud computing environments."
Of note is the fact that with the top CSPs (Amazon, Rackspace, Azure) one can find common attributes from which a security manager can tweak the enterprises security policies.
Some things of note that will impact a forensic investigation within the cloud ecosystem are:
- A network forensics investigator is limited to tools on the box rather than the entire network, however if a proper ISO is made of the machine image, then all the standard information in the machine image's ISO should be available as it would with any other server in a data center.
- Lack of access to network routers, load balancers and other networked components.
- No access to large firewall installations
- There are challenges in mapping known hops from instance to instance which will remain static across the cloud-routing schema.
- System Administrators can build and tear down virtual machines (VMs) at will. This can influence an enterprises security policy and plans as, new rules and regulations will have to be implemented as we work with cloud servers and services that are suspected of being compromised.
- An enterprises threat environment should be treated with the same mindset for the cloud ecosystem as it would for any exposed service that is offered across the Internet.
- With the cloud ecosystem an advantage with regards to forensics is the ability for a digital investigator to store very large log files on a storage instance or in a very large database for easy data retrieval and discovery.
- An enterprise has to be open to the fact that there will be a risk of data being damaged, accessed, altered, or denied by the CSP.
- Routing information that is not already on "the box" will be difficult to obtain within this ecosystem.
- For encrypted disks, wouldn't it be theoretically feasible to spin up "n" cloud instances to help crack the encryption? According to Dan Morrill this can be an expensive process.
As those of us who are students and practitioners within the field of digital forensic know , any advance in this area tend to be primarily reactionary in nature and most likely developed to respond to a specific incident or subset of incidents. This can pose a major challenge in the traditional systems; one can only imagine what can occur when faced with a distributed cloud ecosystem.
In terms of digital forensics, any tool that will make an examiners job easier, improve results, reduce false positives and generate data that is relevant, pertinent and can be admitted in a court of law will be of value.
Being my firms lead solutions researcher and consultant I am always on the lookout for any new process, system or tool that will make my job as well as that of my team easier as we work with our clients. This led me to attend a webinar: The Case for Network Forensics; from a company called Solera Networks ...continued in Part 2.
Special thanks to Mark Pollitt for his valuable insight.
- Politt MM. Six blind men from Indostan. Digital forensics research workshop (DFRWS); 2004.
- Digital Forensics:Defining a Research Agenda -Nance,Hay Bishop 2009;978-0-7695-3450-3/09 IEEE
- Dan Morrill- 10 things to think about with cloud-computing and forensics
Countless business models have spawned from the IaaS industry – resell Web hosting, blogs, public cloud, and on and on. With the overwhelming amount of tools available to us, it's sometimes easy to overlook that many of them are just new skins of resources we've had for a long time. In his general session at 17th Cloud Expo, Harold Hannon, Sr. Software Architect at SoftLayer, an IBM Company, broke down what we have to work with, discussed the benefits and pitfalls and how we can best use them to design hosted applications.
Nov. 30, 2015 03:45 PM EST
Most of the IoT Gateway scenarios involve collecting data from machines/processing and pushing data upstream to cloud for further analytics. The gateway hardware varies from Raspberry Pi to Industrial PCs. The document states the process of allowing deploying polyglot data pipelining software with the clear notion of supporting immutability. In his session at @ThingsExpo, Shashank Jain, a development architect for SAP Labs, discussed the objective, which is to automate the IoT deployment process from development to production scenarios using Docker containers.
Nov. 30, 2015 03:30 PM EST
We all know that data growth is exploding and storage budgets are shrinking. Instead of showing you charts on about how much data there is, in his General Session at 17th Cloud Expo, Scott Cleland, Senior Director of Product Marketing at HGST, showed how to capture all of your data in one place. After you have your data under control, you can then analyze it in one place, saving time and resources.
Nov. 30, 2015 03:15 PM EST Reads: 245
The Internet of Things (IoT) is growing rapidly by extending current technologies, products and networks. By 2020, Cisco estimates there will be 50 billion connected devices. Gartner has forecast revenues of over $300 billion, just to IoT suppliers. Now is the time to figure out how you’ll make money – not just create innovative products. With hundreds of new products and companies jumping into the IoT fray every month, there’s no shortage of innovation. Despite this, McKinsey/VisionMobile data shows "less than 10 percent of IoT developers are making enough to support a reasonably sized team....
Nov. 30, 2015 03:00 PM EST Reads: 494
Just over a week ago I received a long and loud sustained applause for a presentation I delivered at this year’s Cloud Expo in Santa Clara. I was extremely pleased with the turnout and had some very good conversations with many of the attendees. Over the next few days I had many more meaningful conversations and was not only happy with the results but also learned a few new things. Here is everything I learned in those three days distilled into three short points.
Nov. 30, 2015 02:00 PM EST Reads: 368
As organizations realize the scope of the Internet of Things, gaining key insights from Big Data, through the use of advanced analytics, becomes crucial. However, IoT also creates the need for petabyte scale storage of data from millions of devices. A new type of Storage is required which seamlessly integrates robust data analytics with massive scale. These storage systems will act as “smart systems” provide in-place analytics that speed discovery and enable businesses to quickly derive meaningful and actionable insights. In his session at @ThingsExpo, Paul Turner, Chief Marketing Officer at...
Nov. 30, 2015 01:45 PM EST Reads: 437
DevOps is about increasing efficiency, but nothing is more inefficient than building the same application twice. However, this is a routine occurrence with enterprise applications that need both a rich desktop web interface and strong mobile support. With recent technological advances from Isomorphic Software and others, rich desktop and tuned mobile experiences can now be created with a single codebase – without compromising functionality, performance or usability. In his session at DevOps Summit, Charles Kendrick, CTO and Chief Architect at Isomorphic Software, demonstrated examples of com...
Nov. 30, 2015 01:45 PM EST Reads: 433
In his keynote at @ThingsExpo, Chris Matthieu, Director of IoT Engineering at Citrix and co-founder and CTO of Octoblu, focused on building an IoT platform and company. He provided a behind-the-scenes look at Octoblu’s platform, business, and pivots along the way (including the Citrix acquisition of Octoblu).
Nov. 30, 2015 01:00 PM EST Reads: 540
In his General Session at 17th Cloud Expo, Bruce Swann, Senior Product Marketing Manager for Adobe Campaign, explored the key ingredients of cross-channel marketing in a digital world. Learn how the Adobe Marketing Cloud can help marketers embrace opportunities for personalized, relevant and real-time customer engagement across offline (direct mail, point of sale, call center) and digital (email, website, SMS, mobile apps, social networks, connected objects).
Nov. 30, 2015 12:45 PM EST Reads: 343
The Internet of Everything is re-shaping technology trends–moving away from “request/response” architecture to an “always-on” Streaming Web where data is in constant motion and secure, reliable communication is an absolute necessity. As more and more THINGS go online, the challenges that developers will need to address will only increase exponentially. In his session at @ThingsExpo, Todd Greene, Founder & CEO of PubNub, exploreed the current state of IoT connectivity and review key trends and technology requirements that will drive the Internet of Things from hype to reality.
Nov. 30, 2015 10:45 AM EST Reads: 463
Two weeks ago (November 3-5), I attended the Cloud Expo Silicon Valley as a speaker, where I presented on the security and privacy due diligence requirements for cloud solutions. Cloud security is a topical issue for every CIO, CISO, and technology buyer. Decision-makers are always looking for insights on how to mitigate the security risks of implementing and using cloud solutions. Based on the presentation topics covered at the conference, as well as the general discussions heard between sessions, I wanted to share some of my observations on emerging trends. As cyber security serves as a fou...
Nov. 30, 2015 10:30 AM EST Reads: 358
With all the incredible momentum behind the Internet of Things (IoT) industry, it is easy to forget that not a single CEO wakes up and wonders if “my IoT is broken.” What they wonder is if they are making the right decisions to do all they can to increase revenue, decrease costs, and improve customer experience – effectively the same challenges they have always had in growing their business. The exciting thing about the IoT industry is now these decisions can be better, faster, and smarter. Now all corporate assets – people, objects, and spaces – can share information about themselves and thei...
Nov. 30, 2015 10:00 AM EST Reads: 296
The cloud. Like a comic book superhero, there seems to be no problem it can’t fix or cost it can’t slash. Yet making the transition is not always easy and production environments are still largely on premise. Taking some practical and sensible steps to reduce risk can also help provide a basis for a successful cloud transition. A plethora of surveys from the likes of IDG and Gartner show that more than 70 percent of enterprises have deployed at least one or more cloud application or workload. Yet a closer inspection at the data reveals less than half of these cloud projects involve production...
Nov. 30, 2015 09:00 AM EST Reads: 508
Discussions of cloud computing have evolved in recent years from a focus on specific types of cloud, to a world of hybrid cloud, and to a world dominated by the APIs that make today's multi-cloud environments and hybrid clouds possible. In this Power Panel at 17th Cloud Expo, moderated by Conference Chair Roger Strukhoff, panelists addressed the importance of customers being able to use the specific technologies they need, through environments and ecosystems that expose their APIs to make true change and transformation possible.
Nov. 30, 2015 08:00 AM EST Reads: 568
Microservices are a very exciting architectural approach that many organizations are looking to as a way to accelerate innovation. Microservices promise to allow teams to move away from monolithic "ball of mud" systems, but the reality is that, in the vast majority of organizations, different projects and technologies will continue to be developed at different speeds. How to handle the dependencies between these disparate systems with different iteration cycles? Consider the "canoncial problem" in this scenario: microservice A (releases daily) depends on a couple of additions to backend B (re...
Nov. 30, 2015 07:00 AM EST Reads: 474
Too often with compelling new technologies market participants become overly enamored with that attractiveness of the technology and neglect underlying business drivers. This tendency, what some call the “newest shiny object syndrome” is understandable given that virtually all of us are heavily engaged in technology. But it is also mistaken. Without concrete business cases driving its deployment, IoT, like many other technologies before it, will fade into obscurity.
Nov. 30, 2015 07:00 AM EST Reads: 387
Container technology is shaping the future of DevOps and it’s also changing the way organizations think about application development. With the rise of mobile applications in the enterprise, businesses are abandoning year-long development cycles and embracing technologies that enable rapid development and continuous deployment of apps. In his session at DevOps Summit, Kurt Collins, Developer Evangelist at Built.io, examined how Docker has evolved into a highly effective tool for application delivery by allowing increasingly popular Mobile Backend-as-a-Service (mBaaS) platforms to quickly crea...
Nov. 30, 2015 06:00 AM EST Reads: 390
The Internet of Things is clearly many things: data collection and analytics, wearables, Smart Grids and Smart Cities, the Industrial Internet, and more. Cool platforms like Arduino, Raspberry Pi, Intel's Galileo and Edison, and a diverse world of sensors are making the IoT a great toy box for developers in all these areas. In this Power Panel at @ThingsExpo, moderated by Conference Chair Roger Strukhoff, panelists discussed what things are the most important, which will have the most profound effect on the world, and what should we expect to see over the next couple of years.
Nov. 30, 2015 05:30 AM EST Reads: 497
Growth hacking is common for startups to make unheard-of progress in building their business. Career Hacks can help Geek Girls and those who support them (yes, that's you too, Dad!) to excel in this typically male-dominated world. Get ready to learn the facts: Is there a bias against women in the tech / developer communities? Why are women 50% of the workforce, but hold only 24% of the STEM or IT positions? Some beginnings of what to do about it! In her Day 2 Keynote at 17th Cloud Expo, Sandy Carter, IBM General Manager Cloud Ecosystem and Developers, and a Social Business Evangelist, wil...
Nov. 30, 2015 04:00 AM EST Reads: 610
PubNub has announced the release of BLOCKS, a set of customizable microservices that give developers a simple way to add code and deploy features for realtime apps.PubNub BLOCKS executes business logic directly on the data streaming through PubNub’s network without splitting it off to an intermediary server controlled by the customer. This revolutionary approach streamlines app development, reduces endpoint-to-endpoint latency, and allows apps to better leverage the enormous scalability of PubNub’s Data Stream Network.
Nov. 30, 2015 04:00 AM EST Reads: 351