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Stealthy Audio Watermarking: DRM

p2pnet news | DRM:- Remember DRM? Now meet SAW, short for Stealthy Audio Watermarking.

Cool name, huh?

“Music is the world’s universal form of communication, touching every person of every culture on the globe,” says a September 4 document, stating earlier:

Since the earliest days of human civilization, music has existed at the crossroads of creativity and technology. The urge to organize sound has been a constant part of human nature, while the tools to make and capture the resulting music have evolved in parallel with human mastery of science.

Throughout the history of audio recordings, the ability to store and transmit audio (such as music) has quickly evolved since the early days just 130 years ago. From Edison’s foil cylinders to contemporary technologies (such as DVD-Audio, MP3, and the Internet), the constant evolution of prerecorded audio delivery has presented both opportunity and challenge.”

Then comes the punch-line:

Behind the music is a growing multi-billion dollar per year industry. This industry, however, is constantly plagued by lost revenues due to music piracy.

Tamperproofness

Stories about SAW, yet another bid by Bill and the Boyz to implement DRM (Digital Restrictions Management) consumer control, have been circulating for quite a while.

But it’s now confirmed.

Microsoft has been granted a patent, also introducing the concept of “Tamperproofness”.

It claims its new anti-copying gear can “protect digital content even when it is distributed without DRM protection”.

It achieves this remarkable feat by, “embedding inaudible digital watermarks directly into an audio file, allowing the owner to be traced”.

How do it do what it do?

Says United States Patent 7,266,697, Kirovski, et al, September 4, 2007:

The watermark identifies the content producer, providing a signature that is embedded in the audio signal and cannot be removed. The watermark is designed to survive all typical kinds of processing and malicious attacks. In one described implementation, a watermarking system employs chess spread-spectrum sequences (i.e., “chess watermarks”) to improve the balance of positive and negative chips in the watermarking sequences. The balance is not imposed in an orderly fashion, which might make the watermark sequence more easily detectable to an attacker, but in a pseudo-random fashion. In that way, better sequence balance is achieved while preserving its randomness for an attacker without knowledge of the keys. In another described implementation, a watermarking system employs an energy-level trigger to determine whether to skip encoding of a portion of a watermark within a given time span of an audio clip. If a large discrepancy in energy levels exists over a given time frame, then the frame is not watermarked, to avoid audible time-dispersion of artifacts due to spectral modifications (which are similar to “pre-echo” effects in audio coding). In another described implementation, a watermarking system begins encoding of a watermark at a variable position after the beginning of an audio clip.

But there’s more. A lot more. And it’s worth running the rest of the opening diatribe, to wit >>>

Piracy is not a new problem. However, as technologies change and improve, there are new challenges to protecting music content from illicit copying and theft. For instance, more producers are beginning to use the Internet to distribute music content. In this form of distribution, the content merely exists as a bit stream which, if left unprotected, can be easily copied and reproduced.

At the end of 1997, the International Federation of the Phonographic Industry (IFPI), the British Phonographic Industry, and the Recording Industry Association of America (RIAA) engaged in a project to survey the extent of lo unauthorized use of music on the Internet. The initial search indicated that at any one time there could be up to 80,000 infringing MP3 files on the Internet. The actual number of servers on the Internet hosting infringing files was estimated to 2,000 with locations in over 30 countries around the world.

Each day, the wall impeding the reproduction and distribution of infringing digital audio clips (e.g., music files) gets shorter and weaker. “Napster” is an example of an application that is weakening the wall of protection. It gives individuals access to one another’s MP3 files by creating a unique file-sharing system via the Internet. Thus, it encourages illegal distribution of copies of copyrighted material.

As a result, these modern digital pirates effectively rob artists and authors of music recordings of their lawful compensation. Unless technology provides for those who create music to be compensated for it, both the creative community and the musical culture at large will be impoverished.

Identifying a Copyrighted Work

Unlike tape cassettes and CDs, a digital music file has no jewel case, label, sticker, or the like on which to place the copyright notification and the identification of the author. A digital music file is a set of binary data without a detectible and unmodifiable label.

Thus, musical artists and authors are unable to inform the public that a work is protected by adhering a copyright notice to the digital music file. Furthermore, such artists and authors are unable to inform the public of any addition information, such as the identity of the copyright holder or terms of a limited license.

Digital Tags

The music industry and trade groups were especially concerned by digital recording because there is no generation loss in digital transfers–a copy sounds the same as the original. Without limits on unauthorized copying, a digital audio recording format could easily encourage the pirating of master-quality recordings.

One solution is to amend an associated digital “tag” with each audio file that identified the copyright holder. To implement such a plan, all devices capable of such digital reproduction must faithfully reproduce the amended, associated tag.

With the passage of the Audio Home Recording Act of 1992, inclusion of serial copying technology became law in the United States. This legislation mandated the inclusion of serial copying technology, such as SCMS (Serial Copy Management System), in consumer digital recorders. SCMS recognizes a “copyright flag” encoded on a prerecorded original (such as a CD), and writes that flag into the subcode of digital copies (such as a transfer from a CD to a DAT tape). The presence of the flag prevents an SCMS-equipped recorder from digitally copying the copy, thus breaking the chain of perfect digital cloning.

However, subsequent developments–both technical and legal–have demonstrated the limited benefits of this legislation. While digital secure music delivery systems (such as SCMS) are designed to support the rights of content owners in the digital domain, the problem of analog copying requires a different approach. In the digital domain, information about the copy status of a given piece of music may be carried in the subcode, which is separate information that travels along with the audio data. In the analog domain, there is no subcode; the only place to put the extra information is to hide it within the audio signal itself.

Digital Watermarks

Techniques for identifying copyright information of digital audio content that address both analog and digital copying instances have received a great deal of attention in both the industrial community and the academic environment. One of the most promising “digital labeling” techniques is augmentation of a digital watermark into the audio signal itself by altering the signal’s frequency spectrum such that the perceptual characteristics of the original recording are preserved.

In general, a “digital watermark” is a pattern of bits inserted into a digital image, audio, or video file that identifies the file’s copyright information (author, rights, etc.). The name comes from the faintly visible watermarks imprinted on stationery that identify the manufacturer of the stationery. The purpose of digital watermarks is to provide copyright protection for intellectual property that is in digital format.

Unlike printed watermarks, which are intended to be somewhat visible, digital watermarks are designed to be completely invisible, or in the case of audio clips, inaudible. Moreover, the actual bits representing the watermark must be scattered throughout the file in such a way that they cannot be identified and manipulated. And finally, the digital watermark must be robust enough so that it can withstand normal changes to the file, such as reductions from lossy compression algorithms.

Satisfying all these requirements is no easy feat, but there are several competing technologies. All of them work by making the watermark appear as noise–that is, random data that exists in most digital files anyway. To view a watermark, you need a special program or device (i.e., a “detector”) that knows how to extract the watermark data.

Herein, such a digital watermark may be simply called a “watermark.” Generically, it may be called an “information pattern of discrete values.” The audio signal (or clip) in which a watermark is encoded is effectively “noise” in relation to the watermark.

Watermarking

Watermarking gives content owners a way to self-identify each track of music, thus providing proof of ownership and a way to track public performances of music for purposes of royalty distribution. It may also convey instructions, which can be used by a recording or playback device, to determine whether and how the music may be distributed. Because that data can be read even after the music has been converted from digital to an analog signal, watermarking can be a powerful tool to defeat analog circumvention of copy protection.

The general concept of watermarking has been around for at least 30 years. It was used by companies (such as Muzak.TM.) to audibly identify music delivered through their systems. Today, however, the emphasis in watermarking is on inaudible approaches. By varying signals embedded in analog audio programs, it is possible to create patterns that may be recognized by consumer electronics devices or audio circuitry in computers.

For general use in the record industry today, watermarking must be completely inaudible under all conditions. This guarantees the artistic integrity of the music. Moreover, it must be robust enough to survive all forms of attacks. To be effective, watermarks must endure processing, format conversion, and encode/detect cycles that today’s music may encounter in a distribution environment that includes radio, the Web, music cassettes, and other non-linear media. In addition, it must endure malevolent attacks by digital pirates.

Watermark Encoding

Typically, existing techniques for encoding a watermark within discrete audio signals facilitate the insensitivity of the human auditory system (HAS) to certain audio phenomena. It has been demonstrated that, in the temporal domain, the HAS is insensitive to small signal level changes and peaks in the pre-echo and the decaying echo spectrum.

The techniques developed to facilitate the first phenomenon are typically not resilient to de-synch attacks. Due to the difficulty of the echo cancellation problem, techniques that employ multiple decaying echoes to place a peak in the signal’s cepstrum can hardly be attacked in real-time, but fairly easy using an off-line exhaustive search. (The term “cepstrum” is the accepted terminology for the inverse Fourier transform of the logarithm of the power spectrum of a signal.)

Watermarking techniques that embed secret data in the frequency domain of a signal facilitate the insensitivity of the HAS to small magnitude and phase changes. In both cases, a publisher’s secret key is encoded as a pseudo-random sequence that is used to guide the modification of each magnitude or phase component of the frequency domain. The modifications are performed either directly or shaped according to the signal’s envelope.

In addition, watermarking schemes have been developed which facilitate the advantages but also suffers from the disadvantages of hiding data in both the time and frequency domain. It has not been demonstrated whether spread-spectrum watermarking schemes would survive combinations of common attacks: de-synchronization in both the temporal and frequency domain and mosaic-like attacks.

Watermark Detection

The copy detection process is performed by synchronously correlating the suspected audio clip with the watermark of the content publisher. A common pitfall for all watermarking systems that facilitate this type of data hiding is intolerance to desynchronization attacks (e.g., sample cropping, insertion, repetition, variable pitch-scale and time-scale modifications, audio restoration, and arbitrary combinations of these attacks) and deficiency of adequate techniques to address this problem during the detection process.

Desiderata of Watermarking Technology

Watermarking technology has several highly desirable goals (i.e., desiderata) to facilitate protection of copyrights of audio content publishers. Below are listed several of such goals.

Perceptual Invisibility. The embedded information should not induce audible changes in the audio quality of the resulting watermarked signal. The test of perceptual invisibility is often called the “golden ears” test.

Statistical Invisibility. The embedded information should be quantitatively imperceptive for any exhaustive, heuristic, or probabilistic attempt to detect or remove the watermark. The complexity of successfully launching such attacks should be well beyond the computation power of publicly available computer systems.

Tamperproofness. An attempt to remove the watermark should damage the value of the music well above the hearing threshold.

Cost. The system should be inexpensive to license and implement on both programmable and application-specific platforms.

Non-disclosure of the Original. The watermarking and detection protocols should be such that the process of proving audio content copyright both in-situ and in-court, does not involve usage of the original recording.

Enforceability and Flexibility. The watermarking technique should provide strong and undeniable copyright proof. Similarly, it should enable a spectrum of protection levels, which correspond to variable audio presentation and compression standards.

Resilience to Common Attacks. Public availability of powerful digital sound editing tools imposes that the watermarking and detection process is resilient to attacks spawned from such consoles. The standard set of plausible attacks is itemized in the Request for Proposals (RFP) of IFPI (International Federation of the Phonographic Industry) and RIAA (Recording Industry Association of America). The RFP encapsulates the following security requirements: two successive D/A and A/D conversions, data reduction coding techniques such as MP3, adaptive transform coding (ATRAC), adaptive subband coding, Digital Audio Broadcasting (DAB), Dolby AC2 and AC3 systems, applying additive or multiplicative noise, applying a second Embedded Signal, using the same system, to a single program fragment, frequency response distortion corresponding to normal analogue frequency response controls such as bass, mid and treble controls, with maximum variation of 15 dB with respect to the original signal, and applying frequency notches with possible frequency hopping. Watermark Circumvention

If the encoding of a watermark can thwart a malicious attack, then it can avoid the harm of the introduction of unintentional noise. Therefore, any advancement in watermark technology that makes it more difficult for a malevolent attacker to assail the watermark also makes it more difficult for a watermark to be altered unintentionally.

In general, there are two common classes of malevolent attacks: 1. De-synchronization of watermark in digital audio signals. These attacks alter audio signals in such a way to make it difficult for the detector to identify the location of the encoded watermark codes. 2. Removing or altering the watermark. The attacker discovers the location of the watermark and intentionally alters the audio clip to remove or deteriorate a part of the watermark or its entirety. Framework to Thwart Attacks

Accordingly, there is a need for a new framework of protocols for hiding and detecting watermarks in digital audio signals that are effective against malevolent attacks. The framework should possess several attributes that further the desiderata of watermark technology, described above. For example, such desiderata include “perceptual invisibility” and “statistical invisibility”. The framework should be tamperproof and inexpensive to license and implement on both programmable and application-specific platforms. The framework should be such that the process of proving audio content copyrights both in-situ and in-court does not involve usage of the original recording.

The framework should also be flexible to enable a spectrum of protection levels, which correspond to variable audio presentation and compression standards, and yet resilient to common attacks spawned by powerful digital sound editing tools.

In addition, the framework will facilitate search for the “El Dorado” and the “Holy Grail” of watermarking technology.

The seemingly unattainable “El Dorado” of watermarking technology is an encoded watermark that is unalterable, irremovable, and cannot be de-synced without perceptually and noticeably affecting the audio quality.

Likewise, the seemingly unattainable “Holy Grail” of watermarking technology is an encoded watermark where a malevolent attacker may know how the watermark is encoded, but still cannot effectively attack it without perceptually and noticeably affecting the audio quality.

But DRM is still DRM by any other name.

Stay tuned.

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14 Responses to “Stealthy Audio Watermarking: DRM”

  1. Patrick Says:

    SDMI made claims about the robustness of their watermarking technology as well, and even went so far as to challenge people to break it.
    Ed Felten and a few CS grad students did just that. Anything that can be added can be added to a file can be removed or scrambled.

  2. Reader's Write Says:

    to be honest this is the best form of DRM they could have. it lets people do whatever they want with the digital file but if illegally shared is traceable like a post mark.

    whether it could be broken yes but so can any analog output.

  3. Reader's Write Says:

    I am sure that if Microsloth show up with their water marking in public It will be cracked in less than a month.

    Beside that who is going to use the microslosh crap to messup their audio files? May be Shitman?

  4. Reader's Write Says:

    Beside we want more quality not less. I don’t believe taht a water marking will be totally inaudible at least not with the curent equipement. Moreover if the equipment can remove the water marking so can anyone else.

    This is another fraud. But if the parasites pay for that it will be few hunderd millions less to sue the citizen. Good!

  5. Reader's Write Says:

    “I don’t believe taht a water marking will be totally inaudible” yes it can we humans can only hear a small range of frequency’s the watermark may be heard by your pet dog but mot you.

  6. Reader's Write Says:

    So basically all thats needed to crack this DRM is recording equipment (or software) that simply ignores any frequency outside the range that we can hear?

    It’s just too easy. The snake oil merchants are getting more and more blatant and the recording industry more and more desperate obviously.

  7. Reader's Write Says:

    There could also be very slight amplitude modulation within the audible range…
    I cannot actually think of a good way to remove that without comparing it to the original recording….
    Oh well, I am sure there are more clever electrical engineers than I.

  8. Reader's Write Says:

    Fortunately, impossible to crack DRM is not possible. However, for the same reason, impossible to detect watermarks are possible.

  9. Reader's Write Says:

    I guess you could introduce your own AM noise across the entire spectrum to scramble it but that might degrade the music quality.

  10. Reader's Write Says:

    This is rather more technical than any other scheme I have read about. Yes, of course the first thing to do would be to apply a mid-pass filter to the digital song file that only passes frequencies between 40Hz and 18kHz. But from the concepts written above, it seems they are *slightly* modifying the actual musical tones themselves. I’m not so sure the ‘golden ear’ test would fail in this instance. For example, if a song had a 2 second guitar riff with several fast attack/decay cycles, followed by a long ramp up of a singer’s voice, their technique would *barely* extend some of the peak notes on the riffs (or would add a slight echo) by a few microseconds and embed a few bits of data in that sequence. Their algorithm could be based on a statistical sequence of certain “loud” and “soft” passages passing a preset value, thus detecting software/equipment would know where to look for the data. Attempting to modify those attack/decay values without changing how the music sounds would be quite difficult. I doubt it is so dumb as to use the inaudible spectrum to embed data since that is trivial to filter out. Note their mentioning of “digital noise”, almost an oxymoron, but very real (less dramatic but more correct would be to call it “unused digital bits” instead). This “noise” may (but usually doesn’t, depending on the decoder software) affect the sound quality of a song, and statistically manipulating it in known and predictable ways would be one method to use if you want to watermark a file. To completely remove their proposed scheme one would have to digitally-reconstruct the music file completely. Yuck. Perhaps a better approach would be to apply several filters on top of each other that did different things, such as very slightly extend or reduce the attack/decay values or add a very slight echo to notes of a certain frequency, etc. Each user would need to “play” with the files using their own ears to determine how much messing around is still acceptable. All that is required is to prevent the complete detection of the watermark, not remove it.

  11. Reader's Write Says:

    “I don’t believe taht a water marking will be totally inaudible” yes it can we humans can only hear a small range of frequency’s the watermark may be heard by your pet dog but mot you.

    No because only high end equipments ecxeed (slighthly) the human hearing range. if you temper with this near human hearing range region of the spectrum the watermarking itself will be inaudible but it will generate distortion of modulation that you will be able to notice on a full size stereo. This will appear like a more “muddy, fuzy sound” similar to what you get when sound is compressed in a lossy format. (Just pluq your ipod to your full size stereo to see what I am talking about.) Moreover in this case It would be easy to filter it out without affecting the sond too much while getting ride of the distortions. They could play with slight changes in amplitude that will be unoticable but there again it will generate distortions.

    The bottom line is that the water marking need to be detectable to be useful overwise what is the point of it. If someone can detect it anyone can. Computers are double edge swords because their speed can be used to increase the level of encryption but the same speed can be use for the decription at the same level. With hudred of thousand of minds out there for whom cracking stuff is an hobby no wonder cracking anything take a most few months most often few days.

  12. Your friendly EE student Says:

    The human ear is very sensitive to changes in frequency, however it is very insensitive to changes in magnitude. We would never notice if the note at 11kHz was multiplied by 1.0001, 1.0002 or 1.0003 much less if one instance of the note was multiplied by this value. However a machine looking for this note and comparing it to the original magnitude would have no problems determining the slight alteration. Us, without the original recording would never notice nor would we have anything to compare it to. It is more than possible to imperceptibly mark a sound recording so that none would ever know.(without information about the cipher) The question becomes who cares?

    If the music is prepared for mass market on a physical medium then the usefulness of 100,000 individual watermarks is nil. One could give away, sell, or otherwise no longer be in possession of the media.

    If it was originally distributed as a download, then as stated earlier, AM noise could be introduced that would also need to be small enough as to be imperceptible to the human ear. Normalization would also be effective but that would almost certainly degrade the music quality.

    The only people this would effect are those given non-transferable copies directly traceable to them.

    Here’s the kicker, this is only one possible scheme for an undetectable watermark. There are many, many ways to encrypt information within a data stream. Like it or not, the only reason restrictive DRM doesn’t work is because we are already provided with the decryption key. Here, they will never release the key.

  13. Reader's Write Says:

    It does not matter if they crack this or not. People want to be able to do as they please with their music. Once any form of DRM is found on it, it makes that track much less for people to want to purchase. And this IS just another form of DRM!

    Look at itunes. That is the biggest market the industry has for selling music….yet it is only a FRACTION compared to the people that use p2p.

    So if they ever want to create a market that sells to the masses and turn them away from p2p, this will fail.

  14. Method Says:

    1) Most of us will stick with our trustworthy encoder apps and codecs that we’re already happy with.

    2) With the prevalence of rootkits, trojans, viruses, etc. – It doesn’t take a big leap of imagination to imagine that someone could get their hands on your own personally-encoded media and distribute it… all without your knowledge.

    Fortunately, they’re a long way off ever having a 100% solid case against anyone, especially all those on Windows boxes where Microsoft’s slack-ass security can make you a file-sharer or even password-sharer without having ever known about it. ;)

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