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Steganography (US , UK ) is the art or practice of concealing a message, image, or file within another message, image, or file. The word steganography combines the Ancient Greek words steganos (στεγανός), meaning "covered, concealed, or protected", and graphein (γράφειν) meaning "writing". The first recorded use of the term was in 1499 by Johannes Trithemius in his Steganographia, a treatise on cryptography and steganography, disguised as a book on magic. Generally, the hidden messages will appear to be (or be part of) something else: images, articles, shopping lists, or some other cover text. For example, the hidden message may be in invisible ink between the visible lines of a private letter. Some implementations of steganography which lack a shared secret are forms of security through obscurity, whereas key-dependent steganographic schemes adhere to Kerckhoffs's principle.[1]

The advantage of steganography over cryptography alone is that the intended secret message does not attract attention to itself as an object of scrutiny. Plainly visible encrypted messages—no matter how unbreakable—will arouse interest, and may in themselves be incriminating in countries where encryption is illegal.[2] Thus, whereas cryptography is the practice of protecting the contents of a message alone, steganography is concerned with concealing the fact that a secret message is being sent, as well as concealing the contents of the message.

Steganography includes the concealment of information within computer files. In digital steganography, electronic communications may include steganographic coding inside of a transport layer, such as a document file, image file, program or protocol. Media files are ideal for steganographic transmission because of their large size. For example, a sender might start with an innocuous image file and adjust the color of every 100th pixel to correspond to a letter in the alphabet, a change so subtle that someone not specifically looking for it is unlikely to notice it.


  • History 1
  • Techniques 2
    • Physical 2.1
    • Digital messages 2.2
      • Digital text 2.2.1
      • Social steganography 2.2.2
    • Network 2.3
    • Printed 2.4
    • Using puzzles 2.5
  • Additional terminology 3
  • Countermeasures and detection 4
  • Applications 5
    • Use in modern printers 5.1
    • Example from modern practice 5.2
    • Alleged use by intelligence services 5.3
    • Distributed steganography 5.4
    • Online challenge 5.5
  • See also 6
  • Citations 7
  • References 8
  • External links 9


The first recorded uses of steganography can be traced back to 440 BC when Herodotus mentions two examples in his Histories.[3] Demaratus sent a warning about a forthcoming attack to Greece by writing it directly on the wooden backing of a wax tablet before applying its beeswax surface. Wax tablets were in common use then as reusable writing surfaces, sometimes used for shorthand.

In his work Polygraphiae Johannes Trithemius developed his so-called "Ave-Maria-Cipher" with which one can hide information in a Latin praise of God. "Auctor Sapientissimus Conseruans Angelica Deferat Nobis Charitas Potentissimi Creatoris" for example contains the concealed word VICIPEDIA.[4]



Steganography has been widely used, including in recent historical times and the present day. Known examples include:

  • Hidden messages within wax tablets — in ancient Greece, people wrote messages on the wood, then covered it with wax upon which an innocent covering message was written.
  • Hidden messages on messenger's body — also used in ancient Greece. Herodotus tells the story of a message tattooed on the shaved head of a slave of Histiaeus, hidden by the hair that afterwards grew over it, and exposed by shaving the head again. The message allegedly carried a warning to Greece about Persian invasion plans. This method has obvious drawbacks, such as delayed transmission while waiting for the slave's hair to grow, and the restrictions on the number and size of messages that can be encoded on one person's scalp.
  • During World War II, the French Resistance sent some messages written on the backs of couriers using invisible ink.
  • Hidden messages on paper written in secret inks, under other messages or on the blank parts of other messages.
  • Messages written in Morse code on knitting yarn and then knitted into a piece of clothing worn by a courier.
  • Messages written on envelopes in the area covered by postage stamps.
  • In the early days of the printing press, it was common to mix different typefaces on a printed page due to the printer not having enough copies of some letters otherwise. Because of this, a message could be hidden using 2 (or more) different typefaces, such as normal or italic.
  • During and after World War II, espionage agents used photographically produced microdots to send information back and forth. Microdots were typically minute (less than the size of the period produced by a typewriter). World War II microdots needed to be embedded in the paper and covered with an adhesive, such as collodion. This was reflective and thus detectable by viewing against glancing light. Alternative techniques included inserting microdots into slits cut into the edge of post cards.
  • During WWII, Velvalee Dickinson, a spy for Japan in New York City, sent information to accommodation addresses in neutral South America. She was a dealer in dolls, and her letters discussed the quantity and type of doll to ship. The stegotext was the doll orders, while the concealed "plaintext" was itself encoded and gave information about ship movements, etc. Her case became somewhat famous and she became known as the Doll Woman.
  • Jeremiah Denton repeatedly blinked his eyes in Morse Code during the 1966 televised press conference that he was forced into as an American POW by his North Vietnamese captors, spelling out the word, "T-O-R-T-U-R-E". This confirmed for the first time to the U.S. Military (naval intelligence) and Americans that American POWs were being tortured in North Vietnam.
  • Cold War counter-propaganda. In 1968, crew members of the USS Pueblo intelligence ship held as prisoners by North Korea, communicated in sign language during staged photo opportunities, informing the United States they were not defectors, but were captives of the North Koreans. In other photos presented to the US, crew members gave "the finger" to the unsuspecting North Koreans, in an attempt to discredit photos that showed them smiling and comfortable.

Digital messages

Image of a tree with a steganographically hidden image. The hidden image is revealed by removing all but the two least significant bits of each color component and a subsequent normalization. The hidden image is shown below.
Image of a cat extracted from the tree image above.

Modern steganography entered the world in 1985 with the advent of personal computers being applied to classical steganography problems.[5] Development following that was very slow, but has since taken off, going by the large number of steganography software available:

  • Concealing messages within the lowest bits of noisy images or sound files.
  • Concealing data within encrypted data or within random data. The data to be concealed are first encrypted before being used to overwrite part of a much larger block of encrypted data or a block of random data (an unbreakable cipher like the one-time pad generates ciphertexts that look perfectly random if one does not have the private key).
  • Chaffing and winnowing.
  • Mimic functions convert one file to have the statistical profile of another. This can thwart statistical methods that help brute-force attacks identify the right solution in a ciphertext-only attack.
  • Concealed messages in tampered executable files, exploiting redundancy in the targeted instruction set.
  • Pictures embedded in video material (optionally played at slower or faster speed).
  • Injecting imperceptible delays to packets sent over the network from the keyboard. Delays in keypresses in some applications (telnet or remote desktop software) can mean a delay in packets, and the delays in the packets can be used to encode data.
  • Changing the order of elements in a set.
  • Content-Aware Steganography hides information in the semantics a human user assigns to a datagram. These systems offer security against a nonhuman adversary/warden.
  • Blog-Steganography. Messages are fractionalized and the (encrypted) pieces are added as comments of orphaned web-logs (or pin boards on social network platforms). In this case the selection of blogs is the symmetric key that sender and recipient are using; the carrier of the hidden message is the whole blogosphere.
  • Modifying the echo of a sound file (Echo Steganography).[6]
  • Secure Steganography for Audio Signals.[7]
  • Image bit-plane complexity segmentation steganography
  • Including data in ignored sections of a file, such as after the logical end of the carrier file.

Digital text

  • Making text the same color as the background in word processor documents, e-mails, and forum posts.
  • Using Unicode characters that look like the standard ASCII character set. On most systems, there is no visual difference from ordinary text. Some systems may display the fonts differently, and the extra information would then be easily spotted, of course.
  • Using hidden (control) characters, and redundant use of markup (e.g., empty bold, underline or italics) to embed information within HTML, which is visible by examining the document source. HTML pages can contain code for extra blank spaces and tabs at the end of lines, and colours, fonts and sizes, which are not visible when displayed.
  • Using non-printing Unicode characters Zero-Width Joiner (ZWJ) and Zero-Width Non-Joiner (ZWNJ).[8] These characters are used for joining and disjoining letters in Arabic, but can be used in Roman alphabets for hiding information because they have no meaning in Roman alphabets: because they are "zero-width" they are not displayed. ZWJ and ZWNJ can represent "1" and "0".

Social steganography

In communities with social or government taboos or censorship, people use cultural steganography: hiding messages in idiom, pop culture references, and other messages that are shared publicly and assumed to be monitored. This relies on social context to make the underlying messages visible only to certain readers.[9][10] Examples include:

  • Hiding a message in the title and context of a shared video or image
  • Misspelling names or words that are popular in the media in a given week, to suggest an alternate meaning


All information hiding techniques that may be used to exchange steganograms in telecommunication networks can be classified under the general term of network steganography. This nomenclature was originally introduced by Krzysztof Szczypiorski in 2003.[11] Contrary to the typical steganographic methods which use digital media (images, audio and video files) as a cover for hidden data, network steganography uses communication protocols' control elements and their basic intrinsic functionality. As a result, such methods are harder to detect and eliminate.[12]

Typical network steganography methods involve modification of the properties of a single network protocol. Such modification can be applied to the PDU (Protocol Data Unit),[13][14][15] to the time relations between the exchanged PDUs,[16] or both (hybrid methods).[17]

Moreover, it is feasible to utilize the relation between two or more different network protocols to enable secret communication. These applications fall under the term inter-protocol steganography.[18]

Network steganography covers a broad spectrum of techniques, which include, among others:

  • Steganophony — the concealment of messages in Voice-over-IP conversations, e.g. the employment of delayed or corrupted packets that would normally be ignored by the receiver (this method is called LACK — Lost Audio Packets Steganography), or, alternatively, hiding information in unused header fields.[19]
  • WLAN Steganography – transmission of steganograms in Wireless Local Area Networks. A practical example of WLAN Steganography is the HICCUPS system (Hidden Communication System for Corrupted Networks)[20]


Digital steganography output may be in the form of printed documents. A message, the plaintext, may be first encrypted by traditional means, producing a ciphertext. Then, an innocuous covertext is modified in some way so as to contain the ciphertext, resulting in the stegotext. For example, the letter size, spacing, typeface, or other characteristics of a covertext can be manipulated to carry the hidden message. Only a recipient who knows the technique used can recover the message and then decrypt it. Francis Bacon developed Bacon's cipher as such a technique.

The ciphertext produced by most digital steganography methods, however, is not printable. Traditional digital methods rely on perturbing noise in the channel file to hide the message, as such, the channel file must be transmitted to the recipient with no additional noise from the transmission. Printing introduces much noise in the ciphertext, generally rendering the message unrecoverable. There are techniques that address this limitation, one notable example is ASCII Art Steganography.[21]

Using puzzles

This is the art of concealing data in a puzzle can take advantage of the degrees of freedom in stating the puzzle, using the starting information to encode a key within the puzzle / puzzle image.

For instance, steganography using sudoku puzzles has as many keys as there are possible solutions of a sudoku puzzle, which is 6.71×1021. This is equivalent to around 70 bits, making it much stronger than the DES method, which uses a 56 bit key.[22]

Additional terminology

In general, terminology analogous to (and consistent with) more conventional radio and communications technology is used; however, a brief description of some terms which show up in software specifically, and are easily confused, is appropriate. These are most relevant to digital steganographic systems.

The payload is the data to be covertly communicated. The carrier is the signal, stream, or data file into which the payload is hidden; which differs from the "channel" (typically used to refer to the type of input, such as "a JPEG image"). The resulting signal, stream, or data file which has the payload encoded into it is sometimes referred to as the package, stego file, or covert message. The percentage of bytes, samples, or other signal elements which are modified to encode the payload is referred to as the encoding density and is typically expressed as a number between 0 and 1.

In a set of files, those files considered likely to contain a payload are called suspects. If the suspect was identified through some type of statistical analysis, it might be referred to as a candidate.

Countermeasures and detection

Detection of physical steganography requires careful physical examination, including the use of magnification, developer chemicals and ultraviolet light. It is a time-consuming process with obvious resource implications, even in countries where large numbers of people are employed to spy on their fellow nationals. However, it is feasible to screen mail of certain suspected individuals or institutions, such as prisons or prisoner-of-war (POW) camps. During World War II, a technology used to ease monitoring of POW mail was specially treated paper that would reveal invisible ink. An article in the 24 June 1948 issue of Paper Trade Journal by the Technical Director of the United States Government Printing Office, Morris S. Kantrowitz, describes in general terms the development of this paper, three prototypes of which were named Sensicoat, Anilith, and Coatalith paper. These were for the manufacture of post cards and stationery to be given to German prisoners of war in the US and Canada. If POWs tried to write a hidden message the special paper would render it visible. At least two US patents were granted related to this technology, one to Mr. Kantrowitz, U.S. Patent 2,515,232, "Water-Detecting paper and Water-Detecting Coating Composition Therefor", patented 18 July 1950, and an earlier one, "Moisture-Sensitive Paper and the Manufacture Thereof", U.S. Patent 2,445,586, patented 20 July 1948. A similar strategy is to issue prisoners with writing paper ruled with a water-soluble ink that "runs" when in contact with a water-based invisible ink.

In computing, detection of steganographically encoded packages is called steganalysis. The simplest method to detect modified files, however, is to compare them to known originals. For example, to detect information being moved through the graphics on a website, an analyst can maintain known-clean copies of these materials and compare them against the current contents of the site. The differences, assuming the carrier is the same, will compose the payload. In general, using extremely high compression rate makes steganography difficult, but not impossible. While compression errors provide a hiding place for data, high compression will, however, reduce the amount of data available into which the payload could be inserted, raising the encoding density and thereby facilitating easier detection (in extreme cases, even by casual observation).


Use in modern printers

Steganography is used by some modern printers, including HP and Xerox brand color laser printers. Tiny yellow dots are added to each page. The dots are barely visible and contain encoded printer serial numbers, as well as date and time stamps.[23]

Example from modern practice

The larger the cover message is (in data content terms—number of bits) relative to the hidden message, the easier it is to hide the latter. For this reason, digital pictures (which contain large amounts of data) are used to hide messages on the Internet and on other communication media. It is not clear how commonly this is actually done. For example: a 24-bit bitmap will have 8 bits representing each of the three color values (red, green, and blue) at each pixel. For the blue alone, there will be 28 different levels of blue intensity. The difference between 11111111 and 11111110 in the value for blue intensity is likely to be undetectable by the human eye. Therefore, the least significant bit can be used more or less undetectably for something else other than color information. If this is repeated for the green and the red elements of each pixel as well, it is possible to encode one letter of ASCII text for every three pixels.

Stated somewhat more formally, the objective for making steganographic encoding difficult to detect is to ensure that the changes to the carrier (the original signal) due to the injection of the payload (the signal to covertly embed) are visually (and ideally, statistically) negligible; that is to say, the changes are indistinguishable from the noise floor of the carrier. Any medium can be a carrier, but media with a large amount of redundant or compressible information are better suited.

From an information theoretical point of view, this means that the channel must have more capacity than the "surface" signal requires; that is, there must be redundancy. For a digital image, this may be noise from the imaging element; for digital audio, it may be noise from recording techniques or amplification equipment. In general, electronics that digitize an analog signal suffer from several noise sources such as thermal noise, flicker noise, and shot noise. This noise provides enough variation in the captured digital information that it can be exploited as a noise cover for hidden data. In addition, lossy compression schemes (such as JPEG) always introduce some error into the decompressed data; it is possible to exploit this for steganographic use as well.

Steganography can be used for digital watermarking, where a message (being simply an identifier) is hidden in an image so that its source can be tracked or verified (for example, Coded Anti-Piracy), or even just to identify an image (as in the EURion constellation).

Alleged use by intelligence services

In 2010, the Federal Bureau of Investigation alleged that the Russian foreign intelligence service uses customized steganography software for embedding encrypted text messages inside image files for certain communications with "illegal agents" (agents under non-diplomatic cover) stationed abroad.[24]

Distributed steganography

There are distributed steganography methods,[25] including methodologies that distribute the payload through multiple carrier files in diverse locations to make detection more difficult. For example, U.S. Patent 8,527,779 by cryptographer William Easttom (Chuck Easttom)[26]

Online challenge

The online mechanism Cicada 3301 incorporates steganography with cryptography and other solving techniques since 2012.[27]

See also


  1. ^ Fridrich, Jessica; M. Goljan and D. Soukal (2004). "Searching for the Stego Key". Proc. SPIE, Electronic Imaging, Security, Steganography, and Watermarking of Multimedia Contents VI 5306: 70–82. Retrieved 23 January 2014. 
  2. ^ Pahati, OJ (2001-11-29). "Confounding Carnivore: How to Protect Your Online Privacy".  
  3. ^ Petitcolas, FAP; Anderson RJ; Kuhn MG (1999). "Information Hiding: A survey" (pdf). Proceedings of the IEEE (special issue) 87 (7): 1062–78.  
  4. ^ Trimenius "Polygraphiae (cf. p. 71f)". Digitale Sammlungen. Retrieved 2012-02-21. 
  5. ^ The origin of Modern Steganography
  6. ^ Echo Data Hiding
  7. ^ Secure Steganography for Audio Signals
  8. ^ Akbas E. Ali (2010). "A New Text Steganography Method By Using Non-Printing Unicode Characters". Eng. & Tech. Journal 28 (1). 
  9. ^ Social Steganogrphy: how teens smuggle meaning past the authority figures in their lives, Boing Boing, May 22, 2013. Retrieved June 7, 2014.
  10. ^ Social Steganography, Scenario Magazine, 2013.
  11. ^ Krzysztof Szczypiorski (4 November 2003). "Steganography in TCP/IP Networks. State of the Art and a Proposal of a New System - HICCUPS". Institute of Telecommunications Seminar. Retrieved 17 June 2010. 
  12. ^ Patrick Philippe Meier (5 June 2009). "Steganography 2.0: Digital Resistance against Repressive Regimes". Retrieved 17 June 2010. 
  13. ^ Craig Rowland (May 1997). "Covert Channels in the TCP/IP Suite". First Monday Journal. Retrieved 16 June 2010. 
  14. ^ Steven J. Murdoch and Stephen Lewis (2005). "Embedding Covert Channels into TCP/IP". Information Hiding Workshop. Retrieved 16 June 2010. 
  15. ^ Kamran Ahsan and Deepa Kundur (December 2002). "Practical Data Hiding in TCP/IP". ACM Wksp. Multimedia Security. Retrieved 16 June 2010. 
  16. ^ Kundur D. and Ahsan K. (April 2003). "Practical Internet Steganography: Data Hiding in IP". Texas Wksp. Security of Information Systems. Retrieved 16 June 2010. 
  17. ^ Wojciech Mazurczyk and Krzysztof Szczypiorski (November 2008). "Steganography of VoIP Streams". Lecture Notes in Computer Science (LNCS) 5332, Springer-Verlag Berlin Heidelberg, Proc. of The 3rd International Symposium on Information Security (IS'08), Monterrey, Mexico. Retrieved 16 June 2010. 
  18. ^ Bartosz Jankowski, Wojciech Mazurczyk, and Krzysztof Szczypiorski (11 May 2010). "Information Hiding Using Improper Frame Padding". arXiv:1005.1925 [cs.CR].
  19. ^ Józef Lubacz, Wojciech Mazurczyk, Krzysztof Szczypiorski (February 2010). "Vice Over IP: The VoIP Steganography Threat". IEEE Spectrum. Retrieved 11 February 2010. 
  20. ^ Krzysztof Szczypiorski (October 2003). "HICCUPS: Hidden Communication System for Corrupted Networks". In Proc. of: The Tenth International Multi-Conference on Advanced Computer Systems ACS'2003, pp. 31-40. Retrieved 11 February 2010. 
  21. ^ Vincent Chu. "ASCII Art Steganography". 
  22. ^ B.r., Roshan Shetty; J., Rohith; V., Mukund; Honwade, Rohan; Rangaswamy, Shanta (2009). "Steganography Using Sudoku Puzzle". pp. 623–626.  
  23. ^ "Secret Code in Color Printers Lets Government Track You; Tiny Dots Show Where and When You Made Your Print".  
  24. ^ "Criminal complaint by Special Agent Ricci against alleged Russian agents". United States Department of Justice. 
  25. ^ "Distributed Steganography".  
  26. ^ "Method and apparatus of performing distributed steganography of a data message".  .
  27. ^ Jane Wakefield (9 January 2014). "Cicada 3301: The dark net treasure trail reopens". BBC News. Retrieved 11 January 2014. 


  • Wayner, Peter (2002). Disappearing cryptography: information hiding: steganography & watermarking. Amsterdam: MK/Morgan Kaufmann Publishers.  
  • Wayner, Peter (2009). Disappearing cryptography 3rd Edition: information hiding: steganography & watermarking. Amsterdam: MK/Morgan Kaufmann Publishers.  
  • Petitcolas, Fabien A.P.; Katzenbeisser, Stefan (2000). Information Hiding Techniques for Steganography and Digital Watermarking. Artech House Publishers.  
  • Johnson, Neil; Duric, Zoran; Jajodia, Sushil (2001). Information hiding: steganography and watermarking: attacks and countermeasures. Springer.  

External links

  • Steganography at DMOZ
  • Examples showing images hidden in other images
  • Information Hiding: Steganography & Digital Watermarking. Papers and information about steganography and steganalysis research from 1995 to the present. Includes Steganography Software Wiki list. Dr. Neil F. Johnson.
  • Detecting Steganographic Content on the Internet. 2002 paper by Niels Provos and Peter Honeyman published in Proceedings of the Network and Distributed System Security Symposium (San Diego, CA, February 6–8, 2002). NDSS 2002. Internet Society, Washington, D.C.
  • Covert Channels in the TCP/IP Suite—1996 paper by Craig Rowland detailing the hiding of data in TCP/IP packets.
  • Network Steganography Centre Tutorials. How-to articles on the subject of network steganography (Wireless LANs, VoIP - Steganophony, TCP/IP protocols and mechanisms, Steganographic Router, Inter-protocol steganography). By Krzysztof Szczypiorski and Wojciech Mazurczyk from Network Security Group.
  • Invitation to BPCS-Steganography.
  • Steganography by Michael T. Raggo, DefCon 12 (1 August 2004)
  • File Format Extension Through Steganography by Blake W. Ford and Khosrow Kaikhah
  • Computer steganography. Theory and practice with Mathcad (Rus) 2006 paper by Konakhovich G. F., Puzyrenko A. Yu. published in MK-Press Kyiv, Ukraine
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