Security with data structures
Make a Hash
What do all programs have in common? They store data at some point, usually in arrays – everything from command-line options to the input and output. But how is data actually stored by the program? Kurt explains.
Many data types and structures exist – from simple strings and integers to multi-dimensional arrays. One of the most common and useful types is the simple growable array that can contain an arbitrary number of elements. You can basically put data in, look it up, and remove it as needed; this structure is also referred to as a one-dimensional array. Often, you can also insert an array as a data element into an existing array, giving you a multi-dimensional array that lets you do things like create a "customer" array with a number of elements containing a customer name, phone number, and so forth.
About Arrays
Arrays typically have three major operations: insertion (adding elements), lookups (reading a value), and removing elements. There are a number of ways to structure the data in memory, and various strategies can be used to optimize operations on the array. A simple linked list, for example, makes it easy to add an element to the beginning or end of an array but expensive to insert an item into the middle, because it must search the array for the appropriate location. In general, most programming languages that provide well-formed data array structures, such as Perl, Python, Ruby, and so forth, do a pretty good job.
The most common strategy is to create a key based on the data (essentially a hash value), the array is then ordered by these keys. A significant benefit here is that the keys will (usually) have a random and relatively uniform distribution (e.g., 01, 23, 45, 67, 89). This approach is helpful when using things like binary trees, which benefit from having balanced key distribution. This is also referred to as a hash map.
[...]
Buy this article as PDF
(incl. VAT)
Buy Linux Magazine
Subscribe to our Linux Newsletters
Find Linux and Open Source Jobs
Subscribe to our ADMIN Newsletters
Digital Autonomy
• The Answer Was Already on the Shelf
• Changing the Chip Industry: How Public Investment Has Grown Open Silicon
• United Nations Open Source Portal Goes Live
• EU Open Source Strategy Plays Key Role in Tech Sovereignty Package
• France Says “Au Revoir” to Microsoft
Support Our Work
Linux Magazine content is made possible with support from readers like you. Please consider contributing when you’ve found an article to be beneficial.
News
-
2,000 Vulnerabilities per Linux Release
Thanks to AI bug hunters, the Linux kernel is seeing record numbers of vulnerabilities, and it's overwhelming developers.
-
Linux Exempt from California’s Age Verification Law
So long as Linux is distributed under the GPL, MIT, BSD, and Apache licenses, the OS is exempt from being required to verify the age of its users in California.
-
Roll Out the Cake: Linux Turns 35
35 years ago, a Finnish student began a humble project that would forever change the course of technology.
-
China Switching from Windows to Linux
China has ordered several government agencies to drop a Chinese-developed version of Windows 10 in favor of either KylinOS or UOS.
-
Pine64 Halts Production of Linux Devices
With continued DRAM and eMMC shortages, Pine64 has decided to discontinue production of Linux devices.
-
The Bullet-Proof KDE Software Initiative Is Coming
KDE, Techpaladin, and Kubuntu Focus have announced a new initiative that will provide at least three years of support for KDE Plasma 6.6 LTS and related software.
-
Linux Mint Shares a Possible Kernel Cleanup Solution
For those on Linux Mint who like to keep multiple kernels around but don't want them to take up too much space, you might be getting a new automated tool.
-
CachyOS Gets an Update
CachyOS August 2026 release is now available with the latest version of KDE, some new features, and plenty of improvements.
-
The Linux Kernel Dev Staging Area Now Rejects AI-Generated Patches
Unless a kernel patch is a valid security fix, it will be rejected if it was created using AI.
-
Linux Surpasses Double-Digit Market Share
According to two sources, the Linux operating system has hit a major milestone in market share that naysayers thought would never happen.
