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the term as used in natural language

Deliberate creation of difficult to understand code

In software development, obfuscation is the act of creating source or machine code that is difficult for humans or computers to understand. Like obfuscation in natural language, it may use needlessly roundabout expressions to compose statements. Programmers may deliberately obfuscate code to conceal its purpose (security through obscurity) or its logic or implicit values embedded in it, primarily, in order to prevent tampering, deter reverse engineering, or even to create a puzzle or recreational challenge for someone reading the source code. This can be done manually or by using an automated tool, the latter being the preferred technique in industry.

The architecture and characteristics of some languages may make them easier to obfuscate than others. C, C++, and the Perl programming language are some examples of languages easy to obfuscate. Haskell is also quite obfuscatable despite being quite different in structure. The properties that make a language obfuscatable are not immediately obvious.

A variety of tools exist to perform or assist with code obfuscation. These include experimental research tools created by academics, hobbyist tools, commercial products written by professionals, and open source software. Deobfuscation tools also exist that attempt to perform the reverse transformation. Although the majority of commercial obfuscation solutions work by transforming either program source code, or platform independent bytecode as used by Java and NET, there are also some that work directly on compiled binaries. Some Python examples can be found in the official Python programming FAQ and elsewhere. The movfuscator C compiler for the x86 32 ISA uses only the mov instruction in order to obfuscate.

Writing and reading obfuscated source code can be a brain teaser. A number of programming contests reward the most creatively obfuscated code, such as the International Obfuscated C Code Contest and the Obfuscated Perl Contest. Short obfuscated Perl programs may be used in signatures of Perl programmers. These are JAPHs ("Just another Perl hacker").

Cryptographers have explored the idea of obfuscating code so that reverse engineering the code is cryptographically hard. This is formalized in the many proposals for indistinguishability obfuscation, a cryptographic primitive that, if possible to build securely, would allow one to construct many other kinds of cryptography, including completely novel types that no one knows how to make. (A stronger notion, black box obfuscation, is known to be impossible in general.)

While obfuscation can make reading, writing, and reverse engineering a program difficult and time consuming, it will not necessarily make it impossible. It adds time and complexity to the build process for the developers. It can make debugging issues after the software has been obfuscated extremely difficult. Once code is no longer maintained, hobbyists may want to maintain the program, add mods, or understand it better. Obfuscation makes it hard for end users to do useful things with the code. Certain kinds of obfuscation (i. e. code that isn't just a local binary and downloads mini binaries from a web server as needed) can degrade performance and/or require Internet.

Some anti virus softwares, such as AVG AntiVirus, will also alert their users when they land on a website with code that is manually obfuscated, as one of the purposes of obfuscation can be to hide malicious code. However, some developers may employ code obfuscation for the purpose of reducing file size or increasing security. The average user may not expect their antivirus software to provide alerts about an otherwise harmless piece of code, especially from trusted corporations, so such a feature may actually deter users from using legitimate software. Mozilla and Google disallow browser extensions containing obfuscated code in their add ons store.

There has been debate on whether it is illegal to skirt copyleft software licenses by releasing source code in obfuscated form, such as in cases in which the author is less willing to make the source code available. The issue is addressed in the GNU General Public License by requiring the "preferred form for making modifications" to be made available. The GNU website states "Obfuscated 'source code' is not real source code and does not count as source code."

A decompiler can reverse engineer source code from an executable or library. Decompilation is sometimes called a man in the end (mite) attack, based on the traditional cryptographic attack known as "man in the middle". It puts source code in the hands of the user, although this source code is often difficult to read. The source code is likely to have random function and variable names, incorrect variable types, and use different logic than the original source code (due to compiler optimizations).

Model obfuscation is a technique to hide the internal structure of a machine learning model. Obfuscation turns a model into a black box. It is contrary to explainable AI. Obfuscation models can also be applied to training data before feeding it into the model to add random noise. This hides sensitive information about the properties of individual and groups of samples.