In his session at 21st Cloud Expo, Carl J. Levine, Senior Technical Evangelist for NS1, will objectively discuss how DNS is used to solve Digital Transformation challenges in large SaaS applications, CDNs, AdTech platforms, and other demanding use cases. Carl J. Levine is the Senior Technical Evangelist for NS1. A veteran of the Internet Infrastructure space, he has over a decade of experience with startups, networking protocols and Internet infrastructure, combined with the unique ability to it...| By Brian Carrier | Article Rating: |
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| August 12, 2005 03:00 PM EDT | Reads: |
144,469 |
The file we are trying to recover is /home/carrier/oops.dat and we can see it previously allocated to inode 415,926. The "(28)" shows us that the directory entry structure is 28 bytes long, but we don't care about that.
File Carving Recovery
The first recovery technique, called file carving, uses signatures from the deleted file. Many file types have standard values in the first bytes of the file header, and this recovery technique looks for the header value of the deleted file to determine where the file may have started. For example, JPEG files start with 0xffd8 and end with 0xffd9. To recover a deleted JPEG file, we would look at the first two bytes of each block and look for one with 0xffd8 in the first two bytes. When we find such a block, we look for a block that has 0xffd9 in it. The data in between are assumed to be the file. Unfortunately, not all file types have a standard footer signature, so determining where to end is difficult. An example of an open source tool that does file carving is foremost and there are several commercial options as well.
We can run a tool like foremost on the full file system, but we'll probably end up with way too many files, including allocated ones. We therefore want to run it on as little data as possible. The first way we can restrict the data size is to examine only the block group where the file was located. Remember that inodes and blocks for a file are allocated to the same block group, if there is room. In our case, we know which inode the file used and therefore we can examine only the blocks in the same group. The imap command in debugfs will tell us to which block group an inode belongs:
debugfs: imap <415926>
Inode 415926 is part of block group 25
located at block 819426, offset 0x0a80
The output of the fsstat command in TSK would also tell us this:
# fsstat /dev/hda5
[...]
Group: 25:
Inode Range: 408801 - 425152
Block Range: 819200 - 851967
We next need to determine the blocks that are in the block group of the deleted file. We can see them in the previous fsstat output, but if we're using debugfs , we'll need to calculate the range. The stats command gives us the number of blocks in each group:
debugfs: stats
[...]
Blocks per group: 32768
[...]
Since we are looking at block group 25, then the block range is from 819,200 (25 * 32,768) to 851,967 (26 * 32,768 - 1). By focusing on only these blocks, we are looking at 128MB instead of the full file system. Although if we can't find the file in these blocks, we'll still need to search the full file system.
The next step to reduce the data we analyze is to extract the unallocated blocks from the file system because that is where our deleted file will be located. debugfs does not currently allow us to extract the unallocated space from only a specific block group, so we will need to use the dls tool from TSK.
# dls /dev/hda5 819200-851867 > /mnt/unalloc.dat
The above command will save the unallocated blocks in block group 25 to a file named /mnt/unalloc.dat. Make sure that this file is on a different file system because otherwise you may end up overwriting your deleted file.
Now we can run the foremost tool on the unallocated data. foremost can recover only file types for which it has been configured. If foremost doesn't have the header signature for the type of the deleted file, you'll need to examine some similar files and customize the configuration file. We can run it as follows:
# foremost -d -i /mnt/unalloc.dat -o /mnt/output/
The -d option will try to detect which blocks are indirect blocks and won't include them in the final output file. The /mnt/output/ directory will contain the files that could be recovered. If your file is not in there, you can expand your search to all unallocated blocks in the file system instead of only the blocks in the block group.
Journal-Based Recovery
The second method for trying to recover the files is to use the journal. We already saw that inode updates are first recorded in the journal, but the important concept here is that the entire block in which an inode is located is recorded in the journal. Therefore, when one inode is updated, the journal will contain copies of other inodes stored in the same block. The previous version of our deleted file's inode may exist in the journal because another file was updated before the deletion.
The easiest way to look for previous versions of the inode is by using the logdump -i command in debugfs:
debugfs: logdump -i <415926>
Inode 415926 is at group 25, block 819426, offset 2688
Journal starts at block 1, transaction 104588
FS block 819426 logged at sequence 104940, journal block 2687
(inode block for inode 415926):
Inode: 415926 Type: regular Mode: 0664 Flags: 0x0
User: 500 Group: 500 Size: 2048000
[...]
Blocks: (0+12): 843274 (IND): 843286
[...]
In this case, we found a previous copy of the inode and the file content blocks are listed on the last line. The last line shows that the first block of the file is 843,274 and the next 12 blocks in the file system are the next 12 blocks in the file. The file is large and requires an indirect block, which is located in block 843,286. So far, all blocks are consecutive and there was no fragmentation. Block 843,286 contains the rest of the block addresses, so we should try to look at a previous version to learn where the rest of the file is located. We can see if there is a copy in the journal using logdump -b:
debugfs: logdump -b 843286 -c
Unfortunately, we don't find a copy of the block that contains the original list of block pointers so, if we want to recover the file, we need to assume that the remaining file content is stored in block 843,287 and onward. A more advanced approach would also consider which blocks are currently allocated and skip over those. The data can be extracted with tools such as dd or the Linux Disk Editor. The journal can also be searched using the jls and jcat tools from TSK.
Conclusion
File recovery with Ext3 is not a trivial matter, which reinforces the concept of making backups of important files. If the file was not fragmented, then searching for its header signature can be useful, but the tool needs to know to ignore the indirect blocks and where to stop copying (not all files have a standard footer signature). Restricting the search to the local block group can help save time. The journal could be useful if files near the deleted file were recently updated and a previous version of the inode existed, but this is not always guaranteed and the file's indirect block may not exist.
References and Bibliography
- Carrier, B. "The Sleuth Kit": www.sleuthkit.org
- Carrier, C. (2005). File System Forensic Analysis. Addison-Wesley.
- Crane, A. "Linux Ext2fs Undeletion mini-HOWTO." February 1999: http://tldp.org/HOWTO/Ext2fs-Undeletion.html
- Diedrich, O. "e2undel": http://e2undel.sourceforge.net/
- Farmer, D., and Venema, W. (2004). Forensic Discovery. Addison-Wesley.
- Heavner, S.D. "Linux Disk Editor": http://lde.sourceforge.net/
- Kendall, K.; Kornblum, J.; and Mikus, N. "Foremost": http://foremost.sourceforge.net/
- Ts'o, T. "E2fsprogs": http://e2fsprogs.sourceforge.net/
- Tweedie, S. "EXT3, Journaling Filesystem." July 2000: http://olstrans.sourceforge.net/release/ OLS2000-ext3/OLS2000-ext3.html
Published August 12, 2005 Reads 144,469
Copyright © 2005 SYS-CON Media, Inc. — All Rights Reserved.
Syndicated stories and blog feeds, all rights reserved by the author.
More Stories By Brian Carrier
Brian Carrier has authored several leading computer forensic tools, including The Sleuth Kit (formerly The @stake Sleuth Kit) and the Autopsy Forensic Browser. He has authored several peer-reviewed conference and journal papers and has created publicly available testing images for forensic tools. Currently pursuing a Ph.D. in Computer Science and Digital Forensics at Purdue University, he is also a research assistant at the Center for Education and Research in Information Assurance and Security
(CERIAS) there. He formerly served as a research scientist at @stake and as the lead for the @stake Response Team and Digital Forensic Labs. Carrier has taught forensics, incident response, and file systems at SANS, FIRST, the @stake Academy, and SEARCH. He is the author of File System Forensic Analysis (Addison-Wesley, ISBN 0321268172).
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theusr 07/09/09 09:29:00 AM EDT | |||
The figure 2 maybe misleading: the links between the address blocks and the file content are still there (though the address blocks are unallocated), that what's make the recovery possible. |
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Mike Kay 01/15/08 03:57:07 PM EST | |||
Excellent article. Followed it step by step and successfully recovered a .XLS spreadsheet that had been deleted from the /tmp folder on Ubuntu Gutsy. It also found an associated .jpg that I wasn't looking for! Saved me hours of retyping. Thanks a lot. |
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Jahangir 10/22/07 05:26:36 PM EDT | |||
This was really the best article i could find inspite of 3 hrs of googling. But what if you are trying to recover a 6GB VM. |
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ruintower 04/23/06 09:07:29 PM EDT | |||
Trackback Added: ext3 undelete; I “mis-deleted” a big file several days ago. So I umount the the partition immediately and searched the recovery method because I knew (but forgot) some methods to recovery file in Linux. However, the result is disappointed. Alt... |
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marco 03/13/06 08:04:20 AM EST | |||
U have saved my life. U are a GURU, |
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marco 03/13/06 08:04:04 AM EST | |||
U have saved my life. U are a GURU, |
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CrowdReviews.com is a transparent online platform for determining which products and services are the best based on the opinion of the crowd. The crowd consists of Internet users that have experienced products and services first-hand and have an interest in letting other potential buye...
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A strange thing is happening along the way to the Internet of Things, namely far too many devices to work with and manage. It has become clear that we'll need much higher efficiency user experiences that can allow us to more easily and scalably work with the thousands of devices that will soon be in each of our lives. Enter the conversational interface revolution, combining bots we can literally talk with, gesture to, and even direct with our thoughts, with embedded artificial intelligence, whic...
SYS-CON Events announced today that Evatronix will exhibit at SYS-CON's 21st International Cloud Expo®, which will take place on Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA.
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Leading companies, from the Global Fortune 500 to the smallest companies, are adopting hybrid cloud as the path to business advantage. Hybrid cloud depends on cloud services and on-premises infrastructure working in unison. Successful implementations require new levels of data mobility, enabled by an automated and seamless flow across on-premises and cloud resources. In his general session at 21st Cloud Expo, Greg Tevis, an IBM Storage Software Technical Strategist and Customer Solution Architec...
To get the most out of their data, successful companies are not focusing on queries and data lakes, they are actively integrating analytics into their operations with a data-first application development approach. Real-time adjustments to improve revenues, reduce costs, or mitigate risk rely on applications that minimize latency on a variety of data sources. In his session at @BigDataExpo, Jack Norris, Senior Vice President, Data and Applications at MapR Technologies, reviewed best practices to ...
An increasing number of companies are creating products that combine data with analytical capabilities. Running interactive queries on Big Data requires complex architectures to store and query data effectively, typically involving data streams, an choosing efficient file format/database and multiple independent systems that are tied together through custom-engineered pipelines. In his session at @BigDataExpo at @ThingsExpo, Tomer Levi, a senior software engineer at Intel’s Advanced Analytics gr...
When talking IoT we often focus on the devices, the sensors, the hardware itself. The new smart appliances, the new smart or self-driving cars (which are amalgamations of many ‘things’). When we are looking at the world of IoT, we should take a step back, look at the big picture. What value are these devices providing? IoT is not about the devices, it’s about the data consumed and generated. The devices are tools, mechanisms, conduits.
In his session at Internet of Things at Cloud Expo | DXWor...
Well, my developer friends, 2018 is your year. Businesses in practically every industry have a fever. And the only prescription?
You.
I know, I know. The demand for developers is nothing new. But 2018 is different. 2018 is the year where we see some of this decade's most exciting technologies become commercially viable, and others finally go mainstream. We'll see new forms of immersive entertainment, and inanimate objects will come alive in ways that really feel real. Trying to undermine this progress are intelligent and dangerous threats that must be outsmarted and outworked. There's endles...
So data warehousing may not be cool anymore, you say? It’s yesterday’s technology (or 1990’s technology if you’re as old as me) that served yesterday’s business needs. And while it’s true that recent big data and data science technologies, architectures and methodologies seems to have rendered data warehousing to the back burner, it is entirely false that there is not a critical role for the data warehouse and Business Intelligence in digitally transformed organizations.
Since releasing the University of San Francisco research paper on “How to Determine the Economic Value of Your Data” (EvD), I have had numerous conversations with senior executives about the business and technology ramifications of EvD. Now with the release of Doug Laney’s “Infonomics” book that builds upon Doug’s EvD work at Gartner, I expect these conversations to intensify. In fact, I just traveled to Switzerland to discuss the potential business and technology ramifications of EvD with the management team of a leading European Telecommunications company.
Recently I read somewhere this statement – As we end 2017 and look ahead to 2018, topics that are top of mind for data professionals are the growing range of data management mandates, including the EU’s new General Data Protection Regulation that is directed at personal data and privacy, the growing role of artificial intelligence (AI) and machine learning in enterprise applications, the need for better security in light of the onslaught of hacking cases, and the ability to leverage the expanding Internet of Things.
There is a war a-brewin’, but this war will be fought with wits and not brute strength. Ever since Russian President Vladimir Putin’s declaration that “the nation that leads in AI (Artificial Intelligence) will be the ruler of the world,” the press and analysts have created hysteria regarding the ramifications of artificial intelligence on everything from public education to unemployment to healthcare to Skynet.
Note: artificial intelligence (AI) endows applications with the ability to automatically learn and adapt from experience via interacting with the surroundings / environment. See the b...
Special thanks to Brandon Kaier (@bkaier) for his research and thoughts on the Digital Twins concept.
Unilever, one of the Consumer Package Goods (CPG) industry’s titans with over 400 brands and annual sales greater than $60B, recently bought Dollar Shave Club for $1B. Now normally I would not think twice about such an acquisition, peanuts in the world of mergers and acquisitions.
However, this one feels different.
Two billion people use Unilever products every day according to Unilever’s 2015 annual report. Dollar Shave Club only has around two million members; the vast majority of w...
From government to retail to oil and gas, it seems like everyone is exploring how to use AI in their industry or business. It’s time for you to do the same.
There’s no question that Artificial Intelligence (AI) is on a lot of people’s minds these days, and is beginning to grow rapidly in adoption. Quoting Accenture, Forbes reports AI-driven productivity gains of perhaps 40% by 2035, and publications like the New York Times are noting the buzz, even as they ask, why now? Even if you don’t think you’ll be adopting AI for yourself just yet, you need to at least consider the broader impact the te...
This month, an AI (artificial intelligence) system passed a medical exam in China for the first time. I wonder how its bedside manner will be? In addition, Saudi Arabia granted citizenship to a robot named Sophia. With all these rapid advancements, I think it is time we explore the spiritual life of robots.
Up till recently, programmers coded and configured algorithms, AI, automation and machine learning system and took personal responsibility for all the code. Today, however, AI has escaped the confines of human oversight and has been empowered and employed to self-program, self-optimize, ...
The Federal Communications Commission announced that it will vote on December 14 to enact the exceptionally misleadingly titled “Restoring Internet Freedom” order. If passed, it will do the opposite of restoring anything resembling freedom — it will repeal the current net neutrality rules which were enacted to ensure that Americans would have equal access to the Internet.
If you’re reading this, chances are you’re already interested in the topic. Still, some quick background:
Renamed “Open Internet” a while back, net neutrality provided a regulatory framework that specifically prohibited:...
Digital technologies have altered how people and businesses interact. The potential for dislocation from ongoing digital transformation has created unprecedented levels of C-suite discussion. The decisive market leaders have heeded the warnings and taken bold actions.
That said, if you’re one of those Chief Technology Officers (CTO) that previously responded to this scenario by making small incremental adjustments to your IT agenda, then you’re potentially at risk. Any relief from those prior tweaks tend to be short lived. The same issues will likely resurface.
Over the last few years, the Internet of things (IoT) has become a trending phrase for consumers and a top priority for businesses embarking on their digital transformation. Even with the growth and interest in IoT however, the meaning can still confuse people.
So, what is IoT? IoT is a network of things connected to the internet and is uniquely identifiable through its embedded computing system. These “things” may include a variety of devices like home appliances, commercial vending machines, fitness trackers, industrial gateways, connected cars, and smart factories.
I love it when I get feedback from a blog that I’ve written. I appreciate the different perspectives and insights that others bring to a topic of interest. And no blog that I’ve written has drawn more comments than my blog, “Isaac Asimov: The 4th Law of Robotics.”
The section of the blog that fueled the most comments stem from a scene in the movie I, Robot where Detective Spooner (played by Will Smith) is explaining to Doctor Calvin (who is responsible for giving robots human-like behaviors) why he distrusts and hates robots. He is describing an incident where his police car crashed into anot...
The human work of solving problems, facing challenges and overcoming obstacles tends to share a common goal: creating stable, secure and predictable environments. The tendency for most humans is that once we solve a challenge, we want to be done with it. That propensity, however, does not fit with today’s reality of perpetual change.
In the digital business world, organizations have no choice but to operate in an unclear, uncertain and continuously shifting environment that requires a new mindset and approach to formulating business strategies. Digital winners recognize that change is pa...
SYS-CON Events announced today that Google Cloud has been named “Keynote Sponsor” of SYS-CON's 21st International Cloud Expo®, which will take place on Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Companies come to Google Cloud to transform their businesses. Google Cloud’s comprehensive portfolio – from infrastructure to apps to devices – helps enterprises innovate faster, scale smarter, stay secure, and do more with data than ever before.
Cloud Expo | DXWorld Expo have announced the conference tracks for Cloud Expo 2018. Cloud Expo will be held June 5-7, 2018, at the Javits Center in New York City, and November 6-8, 2018, at the Santa Clara Convention Center, Santa Clara, CA. Digital Transformation (DX) is a major focus with the introduction of DX Expo within the program. Successful transformation requires a laser focus on being data-driven and on using all the tools available that enable transformation if they plan to survive over the long term. A total of 88% of Fortune 500 companies from a generation ago are now out of busin...


























