In software development, obfuscation is the practice of creating source or machine code that is intentionally difficult for humans or computers to understand. Similar to obfuscation in natural language, code obfuscation may involve using unnecessarily roundabout ways to write statements. Programmers often obfuscate code to conceal its purpose, logic, or embedded values. The primary reasons for doing so are to prevent tampering, deter reverse engineering, or to create a puzzle or recreational challenge to deobfuscate the code, a challenge often included in crackmes. While obfuscation can be done manually, it is more commonly performed using obfuscators. [1]
The architecture and characteristics of some languages may make them easier to obfuscate than others. [2] [3] C, [4] C++, [5] [6] and the Perl programming language [7] are some examples of languages easy to obfuscate. Haskell is also quite obfuscatable [8] despite being quite different in structure.
The properties that make a language obfuscatable are not immediately obvious.
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Types of obfuscations include simple keyword substitution, use or non-use of whitespace to create artistic effects, and self-generating or heavily compressed programs.
According to Nick Montfort, techniques may include:
A variety of tools exist to perform or assist with code obfuscation. These include experimental research tools developed by academics, hobbyist tools, commercial products written by professionals, and open-source software. Additionally, deobfuscation tools exist, aiming to reverse the obfuscation process.
While most commercial obfuscation solutions transform either program source code or platform-independent bytecode, i.e. portable code (as used by Java and .NET), some also work directly on compiled binaries.
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"). [16]
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.) [17] [18]
Some anti-virus softwares, such as AVG AntiVirus, [20] 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. [21] [22]
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. [23] The GNU website states "Obfuscated 'source code' is not real source code and does not count as source code." [24]
A decompiler is a tool that can reverse-engineer source code from an executable or library. This process is sometimes referred to as a man-in-the-end (mite) attack, inspired by the traditional "man-in-the-middle attack" in cryptography. The decompiled source code is often hard to read, containing random function and variable names, incorrect variable types, and logic that differs from the original source code due to compiler optimizations.
Model obfuscation is a technique to hide the internal structure of a machine learning model. [25] 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. [26]
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