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TYPES OF DATA LOSS EVENTS


  • ''Intentional Action''

  • --- Intentional deletion of a file or program

  • ''Unintentional Action''

  • --- Accidental deletion of a file or program

  • --- Misplacement of CDs or floppies

  • --- Administration errors

  • ''Failure''

  • --- Power Failure , resulting in data in volatile memory not being saved to permanent memory.

  • --- Hardware failure, such as a Head Crash in a hard disk.

  • --- A software Crash or freeze, resulting in data not being saved.

  • --- Software bugs or poor Usability , such as not confirming a file delete command.

  • --- Data Corruption , such as filesystem corruption or database corruption.

  • ''Disaster''

  • --- Natural Disaster , Earthquake , Flood , Tornado , etc.

  • --- Fire

  • ''Crime''

  • --- Theft, hacking, sabotage, etc.

  • --- A malicious act, such as a Worm , Virus , Hacker or theft of physical media.


Studies have consistently shown hardware failure and human error to be two most common causes of data loss, accounting for roughly three quarters of all incidents. The cost of lost data - Graziadio Business Report A commonly overlooked cause is a natural disaster. Although the probability is small, the only way to recover from data loss due to a natural disaster is to store backup data in a physically separate location.


COST OF DATA LOSS

The cost of a ''Data Loss Event'' is directly related to the value of the data
and the length of time that it is needed, but unavailable. Consider:
  • The cost of continuing without the data.

  • The cost of recreating the data.

  • The cost of notifying users in the event of a compromise



ORGANIZATIONAL RESPONSIBILITY


Recent statistics show the number of publicized data loss events involving sensitive data is on the rise1, in part due to recent legislation, including the landmark California SB_1386 , requiring the notification of data loss. This and other legislation has forced organizations to notify victims that their identity has potentially been compromised.


PREVENTING DATA LOSS

There is no guaranteed way to prevent data loss. However, the frequency of data loss events and their impact can be greatly mitigated by taking proper precautions. The different types of data loss events demand different types of precautions. For example, multiple power circuits with Battery Backup and a generator will only protect against power failures. Similarly, using a Journaling Filesystem and RAID storage will only protect against certain types of software and hardware failure. Regular data Backup s are an important asset to have when trying to recover after a data loss event, but they don't do much to prevent user errors or system failures.

A well rounded approach to data protection has the best chance of avoiding data loss events. Such an approach will also include such mundane tasks as maintaing Antivirus protection and network Firewall s, as well as staying up to date with all published security fixes and and system patches. User education is probably the most important, and most difficult, aspect of preventing data loss. Nothing else will prevent users from making mistakes that jeopardize data security.


RECOVERY FROM DATA LOSS

See Also: Disaster recovery



Successful recovery from a Data Loss Event generally requires an effective
backup strategy. Without a backup strategy, recovery requires reinstallation
of programs and regeneration of data. Even with an effective backup
strategy, restoring a system to the precise state it was in prior to the
''Data Loss Event'' is extremely difficult. Some level of compromise between
granularity of recoverability and cost is necessary. Furthermore,
a ''Data Loss Event'' may not be immediately apparent. An effective backup
strategy must also consider the cost of maintaining the ability to recover
lost data for long periods of time.

The most convenient backup system would
have duplicate copies of every file and program that were immediately
accessible whenever a ''Data Loss Event'' was noticed. However, in most
situations, there is an inverse correlation between the value of a unit of data
and the length of time it takes to notice the loss of that data. Taking
this into consideration, many backup strategies decrease the granularity
of restorability as the time increases since the potential ''Data Loss Event''.
By this logic, recovery from recent ''Data Loss Events'' is easier and more
complete than recovery from ''Data Loss Events'' that happened further in
the past.

Recovery is also related to the type of ''Data Loss Event.'' Recovering a
single lost file is going to be substantially different than recovering a
whole system that was destroyed in a flood. An effective backup regimen
will have some proportionality between the magnitude of ''Data Loss'' and
the magnitude of effort required to recover. For example, it should be
far easier to restore the single lost file than to recover the whole
system destroyed in a flood.


DATA RECOVERY


See Also: Data recovery



There are commercial services that attempt to recover data from physically damaged media. These services are typically very expensive.

Filesystem corruption can usually be repaired by the user or the system administrator with the right software tools. A deleted file is rarely overwritten on disk; it is more usual for the operating system to simply delete its entry in the filesystem index. This can be easily reversed.


REFERENCES