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Biometrics



 
 
Biometrics refers to two different fields of study and application: In biological studies it refers to the collection, synthesis
Synthesis

The term synthesis is used in many fields, usually to mean a process which combines together two or more pre-existing elements resulting in the formation of something new....
, analysis and management of data
DATA

Debt, AIDS, Trade in Africa is a multinational Non-governmental organization founded in January 2002 in London by U2's Bono along with Robert Sargent Shriver III and activists from the Jubilee 2000 Drop the Debt campaign....
 in biology. Biometrics in reference to biological sciences, or biostatistics
Biostatistics

Biostatistics is the application of statistics to a wide range of topics in biology. The science of biostatistics encompasses the design of biological experiments, especially in medicine and agriculture; the collection, summarization, and analysis of data from those experiments; and the interpretation of, and inference from, the results....
, has been studied since the early twentieth century.






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Biometrics
Biometrics refers to two different fields of study and application: In biological studies it refers to the collection, synthesis
Synthesis

The term synthesis is used in many fields, usually to mean a process which combines together two or more pre-existing elements resulting in the formation of something new....
, analysis and management of data
DATA

Debt, AIDS, Trade in Africa is a multinational Non-governmental organization founded in January 2002 in London by U2's Bono along with Robert Sargent Shriver III and activists from the Jubilee 2000 Drop the Debt campaign....
 in biology. Biometrics in reference to biological sciences, or biostatistics
Biostatistics

Biostatistics is the application of statistics to a wide range of topics in biology. The science of biostatistics encompasses the design of biological experiments, especially in medicine and agriculture; the collection, summarization, and analysis of data from those experiments; and the interpretation of, and inference from, the results....
, has been studied since the early twentieth century. Biometrics is the science and technology of measuring and analyzing biological data.

In information technology, biometrics refers to methods for uniquely recognizing humans based upon one or more intrinsic physical or behavioral traits. In information technology
Information technology

Information technology , as defined by the Information Technology Association of America , is "the study, design, development, implementation, support or management of computer-based information systems, particularly software applications and computer hardware." IT deals with the use of electronic computers and computer software to data conv...
 particularly, biometrics is a form of identity access management
Identity access management

Identity Access Management encapsulates people, processes and products to identify and manage the data used in an information system to authenticate users and grant or deny access rights to data and system resources....
 and access control
Access control

Access control is the ability to permit or deny the use of a particular resource by a particular entity. Access control mechanisms can be used in managing physical resources , logical resources , or digital resources ....
.

Classification of Methods

Biometric characteristics can be divided in two main classes, as represented in figure on the right:

  • Physiological are related to the shape of the body. Examples include, but are not limited to fingerprint
    Fingerprint

    A fingerprint is an impression of the friction ridges of all part of the finger. A friction ridge is a raised portion of the epidermis on the palmar or digits or plantar skin, consisting of one or more connected ridge units of friction ridge skin....
    , face recognition
    Facial recognition system

    A facial recognition system is a computer application for automatically identifying or verifying a person from a digital image or a video frame from a video source....
    , hand and palm geometry and iris recognition
    Iris recognition

    Iris recognition is a method of biometrics authentication that uses pattern recognition techniques based on high-resolution images of the iris of an individual's eyes....
    , which has largely replaced retina.
  • Behavioral are related to the behavior of a person. Examples include, but are not limited to signature
    Signature

    A signature is a handwritten depiction of someone's name, nickname or even a simple "X" that a person writes on documents as a legal proof of Identity and intent....
     verification, typing rhythm
    Keystroke dynamics

    Keystroke dynamics, or typing dynamics, is the detailed timing information that describes exactly when each key was depressed and when it was released as a person is typing at a computer keyboard....
    , gait recognition, and voice
    Speaker recognition

    Speaker recognition is the computing task of validating a user's claimed identity using characteristics extracted from their human voice.There is a difference between speaker recognition and speech recognition ....
    . Some researchers have coined the term behaviometrics for this class of biometrics.


Strictly speaking, voice is also a physiological trait because every person has a different pitch
Pitch (music)

Pitch represents the perceived fundamental frequency of a sound. It is one of the three major auditory system attributes of sounds along with loudness and timbre....
, but voice recognition is mainly based on the study of the way a person speaks, commonly classified as behavioral.

Less common and developmental biometric strategies include gait
Gait analysis

Gait analysis is the study of animal locomotion, including locomotion of Gait s. Gait analysis is commonly used to help athletes run more efficiently and to identify posture-related or movement-related problems in people with injuries....
, retina
Retinal scan

A retinal scan is a biometric technique that uses the unique patterns on a person's retina to identify them. It is not to be confused with another ocular-based technology, iris recognition....
, vein pattern (hand veins
Hand

The hands are the two intricate, prehensile, multi-fingered body parts normally located at the end of each arm of a human or other primate. They are the chief organs for physically manipulating the environment, using anywhere from the roughest motor skills to the finest , and since the fingertips contain some of the densest areas of nerve e...
, finger, and arm), ear
Ear

The ear is the sense organ that detects sounds. The vertebrate ear shows a common biology from fish to humans, with variations in structure according to order and species....
, facial thermogram
Thermography

Infrared Thermography, thermal imaging, thermographic imaging, or thermal video, is a type of infrared imaging science. Thermographic cameras detect electromagnetic radiation in the infrared range of the electromagnetic spectrum and produce images of that radiation....
, DNA
DNA

Deoxyribonucleic acid is a nucleic acid that contains the genetics instructions used in the development and functioning of all known living organisms and some viruses....
, odor and scent, palm prints
Palmar aponeurosis

The palmar aponeurosis invests the muscles of the palm, and consists of central, lateral, and medial portions....
 and footprints.

Comparison of various biometric technologies


It is possible to understand if a human characteristic can be used for biometrics in terms of the following parameters:

  • Universality
each person should have the characteristic
  • Uniqueness
is how well the biometric separates individually from another.
  • Permanence
measures how well a biometric resists aging.
  • Collectability
ease of acquisition for measurement.
  • Performance
accuracy, speed, and robustness of technology used.
  • Acceptability
degree of approval of a technology.
  • Circumvention
ease of use of a substitute.


The following table shows a comparison of existing biometric systems in terms of those parameters:

Comparison of various biometric technologies, modified from Jain et al., 2004 (H=High, M=Medium, L=Low)
Biometrics: Universality Uniqueness Permanence Collectability Performance Acceptability Circumvention*
Face
Facial recognition system

A facial recognition system is a computer application for automatically identifying or verifying a person from a digital image or a video frame from a video source....
 
H L M H L H L
Fingerprint M H H M H M H
Hand geometry
Hand geometry

Hand geometry is a Biometrics that identifies users by the shape of their hands. Hand geometry readers measure a user's hand along many dimensions and compare those measurements to measurements stored in a file....
 
M M M H M M M
Keystrokes
Keystroke dynamics

Keystroke dynamics, or typing dynamics, is the detailed timing information that describes exactly when each key was depressed and when it was released as a person is typing at a computer keyboard....
 
L L L M L M M
Hand veins
Dorsal venous network of hand

The dorsal venous network of the hand is a network of veins formed by the dorsal metacarpal veins.It is found on the back of the hand and gives rise to veins such as the cephalic vein and the basilic vein....
 
M M M M M M H
Iris
Iris recognition

Iris recognition is a method of biometrics authentication that uses pattern recognition techniques based on high-resolution images of the iris of an individual's eyes....
 
H H H M H L H
Retinal scan
Retinal scan

A retinal scan is a biometric technique that uses the unique patterns on a person's retina to identify them. It is not to be confused with another ocular-based technology, iris recognition....
H H M L H L H
Signature
Signature

A signature is a handwritten depiction of someone's name, nickname or even a simple "X" that a person writes on documents as a legal proof of Identity and intent....
 
L L L H L H L
Voice
Speaker recognition

Speaker recognition is the computing task of validating a user's claimed identity using characteristics extracted from their human voice.There is a difference between speaker recognition and speech recognition ....
 
M L L M L H L
Facial thermograph
Thermography

Infrared Thermography, thermal imaging, thermographic imaging, or thermal video, is a type of infrared imaging science. Thermographic cameras detect electromagnetic radiation in the infrared range of the electromagnetic spectrum and produce images of that radiation....
 
H H L H M H H
Odor
Odor

An odor or odour is a volatilized chemical compound, generally at a very low concentration, that humans or other animals perceive by the sense of olfaction....
 
H H H L L M L
DNA
DNA

Deoxyribonucleic acid is a nucleic acid that contains the genetics instructions used in the development and functioning of all known living organisms and some viruses....
 
H H H L H L L
Gait
Gait analysis

Gait analysis is the study of animal locomotion, including locomotion of Gait s. Gait analysis is commonly used to help athletes run more efficiently and to identify posture-related or movement-related problems in people with injuries....
 
M L L H L H M
Ear Canal
Ear canal

The ear canal , is a tube running from the outer ear to the middle ear. The human ear canal extends from the pinna...
 
M M H M M H M


A. K. Jain ranks each biometric based on the categories as being either low, medium, or high. A low ranking indicates poor performance in the evaluation criterion whereas a high ranking indicates a very good performance.

Emergent Biometric Technologies


Odor and Scent Cognitive Biometric Systems
Odor evaluation is important in criminal prosecution and defense. Blood hounds and other dogs have been used to identify individuals by their scent trails. Dogs are first offered a reference article, such as a handkerchief, hat, or an article of clothing. This scent evidence is usually admissible in court. It's employed similarly to finger print identification. The latter is premised on the alleged factuality of the "individual odor theory," which hold that each person has a unique scent that can be identified by the dog and related back to a specific individual. High courts have accepted the performance of canine scent identification, even when it is claimed that they are detecting the scent of a specific individual at the scene of a crime nearly 2 years after the crime was committed as discussed in the case State v. Eugene Wiley Case No. 8001659, 18th Judicial Circuit, Brevard County Fla. (1982). Canine scent identification is not without problems; juries have convicted defendants almost solely on the basis of odor evaluation evidence which has subsequently been shown to be unreliable, even fraudulent, as in the case State v. Kevin Roscoe, CR-127656, 11-20-90, Maricopa County, Arizona Superior Court, Judge Paulson. It is therefore imperative that further research studies of the abilities of such scenting dogs be undertaken. Especially, the ability to scent match odors from individuals to handled objects, under controlled laboratory conditions ; However, in some studies dogs have proven capable of performing such scent matching tasks at levels greater than chance, their error rates are seldom more than 10 to 20% Errors may also be introduced by the interpretation of the behavioral response of the dog. What is probably lacking is an objective physiologic correlate of scent matching odors in canine detectives. The latter has the subject matter current research. There is thus ample evidence that in primates olfactory memory has several unique characteristics, the most striking being its resistance to decay over long intervals, suggesting a specialized memory system. However, investigations into the neural substrates of human olfactory memory have been limited. Previous positron emission tomography (PET) studies have shown significant regional cerebral blood flow (rCBF) increases during olfactory stimulation: unilateral in the right orbitofrontal cortex (OFC), and bilaterally in the inferior frontal and temporal lobes (piriform cortex) . A new approach that uses noninvasive transcranial Doppler ultrasound to measure mean blood flow velocities in human and canine subjects during odor presentation is currently being evaluated. The target odor such as bomb making materials (e.g. TNT) or noxious chemicals elicit are first committed to memory in human or canine detectors. A area wide search such as at a seaport or at an airport could produce a matching odor, that triggers pattern recognition by computer. The latter is a brain-machine interface for odor recognition such as that described in United States Patent No. 6,663,571.

Cognitive Performance Biometric Systems
Task performance using general intelligence must elicit responses in neural anatomic structures for processing of the information. In task requiring general intelligence there is the necessity of keeping several conceptual formulations in mind such as during Raven's Progressive Matrices (RPM), and is itself a working memory function involving prefrontal cortex . Basso and others demonstrated that post-rolandic structures may be more critical for this general task as shown in patients with brain lesions . Evidence obtained in normal subjects using positron emission tomography studies have shown that high g tasks do not show diffuse recruitment of multiple brain regions, instead they are associated with selective recruitment of lateral prefrontal cortex in one or both hemispheres .

It has been shown that working memory is typically associated with activations in the prefrontal cortex (PFC), anterior cingulate, parietal and occipital regions. These brain areas received blood supply from the middle cerebral arteries. Two fundamental working-memory processes have been identified: the passive maintenance of information in short-term memory and the active manipulation of this information .

In young subjects, studies using RPM tasks showed areas of regional CBF activation that comprised inferolateral temporal cortex including the fusiform gyrus bilaterally, and the middle temporal gyrus on the left, portions of the left medial temporal cortex including the parahippocampal gyrus, the left inferior parietal lobule, and the cerebellum. The identified anatomic structures (except for the cerebellum) derive major blood supply from the middle cerebral artery. In a study, using functional transcranial Doppler (fTCD)
Transcranial doppler

Transcranial Doppler is a test that measures the velocity of blood flow through the brain's blood vessels. Used to help in the diagnosis of emboli, stenosis, vasospasm from a subarachnoid hemorrhage , and other problems, this relatively quick and inexpensive test is growing in popularity in the United States....
, Njemanze demonstrated that for successful resolution of RPM tasks, females used a left hemisphere strategy while males used the right hemisphere. The latter implies that general intelligence is associated with neural systems within one hemisphere that are accessible to a variety of cognitive processes. It was demonstrated that bi-hemispheric activation was associated with Wrong ANSWER, which may suggest that, increasing level of task difficulty is associated with diverse pattern of neural activation due to broad sampling of all major cognitive functions . Njemanze postulated that, successful RPM problem-solving employs a discrete knowledge strategy (DKS), that selects neural pathways represented in one hemisphere. While unsuccessful outcome implicates a non-discrete knowledge strategy (nDKS). RPM paradigm could be viewed as a working memory task.

This suggests that the DKS model may have a correlate in mnemonic operations. In other words, DKS model may have a discrete knowledge base (DKB) of essential components needed for task resolution, while for nDKS, DKB is absent, and hence a "global" or bi-hemispheric search occurs. Based on these findings, a brain-machine interface system was designed as described in United State Patent No. 6,390,979. A pattern of blood flow velocity changes is obtained in response to a set intelligence task, which is used to form a 'mental signature' that could be repeatedly recognized, in an automated man-machine interface system. The system is designed to go beyond passive recognition, but rather to set a desired level of 'mental performance', before access is gained into the system. The device could be used as a 'lie detector' based on the fact that, it could distinguish Wrong ANSWER which elicits bi-hemispheric activation, from Correct ANSWER that activates unilateral response.

Biometric systems


The diagram on right shows a simple block diagram of a biometric system. When such a system is networked together with telecommunications technology, biometric systems become telebiometric
Telebiometrics

Telebiometrics applies biometrics to telecommunications and telecommunications to remote biometric sensing. With the emergence of multimodal biometrics systems gathering data from different sensors and contexts, International Standards that support systems performing biometric enrollment and verification or identification have begun to focus...
 systems. The main operations a system can perform are enrollment and test. During the enrollment, biometric information from an individual is stored. During the test, biometric information is detected and compared with the stored information. Note that it is crucial that storage and retrieval of such systems themselves be secure if the biometric system is to be robust. The first block (sensor) is the interface between the real world and our system; it has to acquire all the necessary data. Most of the times it is an image acquisition system, but it can change according to the characteristics desired. The second block performs all the necessary pre-processing: it has to remove artifacts from the sensor, to enhance the input (e.g. removing background noise), to use some kind of normalization, etc. In the third block features needed are extracted. This step is an important step as the correct features need to be extracted and the optimal way. A vector of numbers or an image with particular properties is used to create a template. A template is a synthesis of all the characteristics extracted from the source, in the optimal size to allow for adequate identifiability.

If enrollment is being performed the template is simply stored somewhere (on a card or within a database or both). If a matching phase is being performed, the obtained template is passed to a matcher that compares it with other existing templates, estimating the distance between them using any algorithm (e.g. Hamming distance
Hamming distance

In information theory, the Hamming distance between two String s of equal length is the number of positions for which the corresponding symbols are different....
). The matching program will analyze the template with the input. This will then be output for any specified use or purpose (e.g. entrance in a restricted area ) .

Functions

A biometric system can provide the following two functions :
  • Verification
Authenticates its users in conjunction with a smart card, username or ID number. The biometric template captured is compared with that stored against the registered user either on a smart card or database for verification.
  • Identification
Authenticates its users from the biometric characteristic alone without the use of smart cards, usernames or ID numbers. The biometric template is compared to all records within the database and a closest match score is returned. The closest match within the allowed threshold is deemed the individual and authenticated.


Performance

Biometric systems are succeptable to the following kinds of errors:
  • False Rejection Rate (FRR) or Type I Error
  • False Acceptance Rate (FAR) or Type II Error
Performance measurement
MeasurementShorthand acronymDescription
false accept rate or false match rateFAR or FMRthe probability that the system incorrectly declares a successful match between the input pattern and a non-matching pattern in the database. It measures the percent of invalid matches. These systems are critical since they are commonly used to forbid certain actions by disallowed people.
false reject rate or false non-match rateFRR or FNMRthe probability that the system incorrectly declares failure of match between the input pattern and the matching template in the database. It measures the percent of valid inputs being rejected.
receiver operating characteristic or relative operating characteristicROCIn general, the matching algorithm performs a decision using some parameters (e.g. a threshold). In biometric systems the FAR and FRR can typically be traded off against each other by changing those parameters. The ROC plot is obtained by graphing the values of FAR and FRR, changing the variables implicitly. A common variation is the Detection error trade-off (DET), which is obtained using normal deviate scales on both axes. This more linear graph illuminates the differences for higher performances (rarer errors).
equal error rate or crossover error rateEER or CERthe rate at which both accept and reject errors are equal. ROC or DET plotting is used because how FAR and FRR can be changed, is shown clearly. When quick comparison of two systems is required, the EER is commonly used. Obtained from the ROC plot by taking the point where FAR and FRR have the same value. The lower the EER, the more accurate the system is considered to be.
failure to enroll rateFTE or FERthe percentage of data input is considered invalid and fails to input into the system. Failure to enroll happens when the data obtained by the sensor are considered invalid or of poor quality.
failure to capture rateWithin automatic systems, the probability that the system fails to detect a biometric characteristic when presented correctly.
template capacity the maximum number of sets of data which can be input into the system..


As the sensitivity of biometric devices increases, it decreases the FAR but increases the FRR.

The following table shows the state of art of some biometric systems:

State of art of biometric recognition systems
Biometrics EER FAR FRR Subjects Comment Reference
Face
Facial recognition system

A facial recognition system is a computer application for automatically identifying or verifying a person from a digital image or a video frame from a video source....
 
n.a. 1% 10% 37437 Varied lighting, indoor/outdoor FRVT (2002)
Fingerprint n.a. 1% 0.1% 25000 US Government operational data FpVTE (2003)
Fingerprint 2% 2% 2% 100 Rotation and exaggerated skin distortion FVC (2004)
Hand geometry
Hand geometry

Hand geometry is a Biometrics that identifies users by the shape of their hands. Hand geometry readers measure a user's hand along many dimensions and compare those measurements to measurements stored in a file....
 
1% 2% 0.1% 129 With rings and improper placement (2005)
Iris
Iris recognition

Iris recognition is a method of biometrics authentication that uses pattern recognition techniques based on high-resolution images of the iris of an individual's eyes....
 
< 1% 0.94% 0.99% 1224 Indoor environment ITIRT (2005)
Iris
Iris recognition

Iris recognition is a method of biometrics authentication that uses pattern recognition techniques based on high-resolution images of the iris of an individual's eyes....
 
0.01% 0.0001% 0.2% 132 Best conditions NIST (2005)
Keystrokes
Keystroke dynamics

Keystroke dynamics, or typing dynamics, is the detailed timing information that describes exactly when each key was depressed and when it was released as a person is typing at a computer keyboard....
 
1.8% 7% 0.1% 15 During 6 months period (2005)
Voice
Speaker recognition

Speaker recognition is the computing task of validating a user's claimed identity using characteristics extracted from their human voice.There is a difference between speaker recognition and speech recognition ....
 
6% 2% 10% 310 Text independent, multilingual NIST (2004)


One simple but artificial way to judge a system is by EER, but not all the authors provided it. Moreover, there are two particular values of FAR and FRR to show how one parameter can change depending on the other. For fingerprint there are two different results, the one from 2003 is older but it was performed on a huge set of people, while in 2004 far fewer people were involved but stricter conditions have been applied. For iris, both references belong to the same year, but one was performed on more people, the other one is the result of a competition between several universities so, even if the sample is much smaller, it could reflect better the state of art of the field.

Issues and concerns

As with many interesting and powerful developments of technology, there are concerns about biometrics. The biggest concern is the fact that once a fingerprint or other biometric source has been compromised it is compromised for life, because users can never change their fingerprints. A theoretical example is a debit card with a personal Identification Number (PIN) or a biometric. Some argue that if a person's biometric data is stolen it might allow someone else to access personal information or financial accounts, in which case the damage could be irreversible. However, this argument ignores a key operational factor intrinsic to all biometrics-based security solutions: biometric solutions are based on matching, at the point of transaction, the information obtained by the scan of a "live" biometric sample to a pre-stored, static "match template" created when the user originally enrolled in the security system. Most of the commercially available biometric systems address the issues of ensuring that the static enrollment sample has not been tampered with. More importantly, one can prevent that malicous verifiers can steal templates from the database, see private biometrics
Private biometrics

A form of biometrics in which the prover is protected against the misuse of template data by a dishonest verifier.Biometric identification requires that a verifier searches for matches in a data base that contains data about the entire population....
 .

So the problem can effectively be limited to cases where the scanned "live" biometric data is hacked. Even then, most competently designed solutions contain anti-hacking routines. For example, the scanned "live" image is virtually never the same from scan to scan owing to the inherent plasticity of biometrics; so, ironically, a "replay" attack using the stored biometric is easily detected because it is too perfect a match.

The television program MythBusters
MythBusters

MythBusters is a popular science television program produced by Australian firm Beyond Television Productions originally for the Discovery Channel in the United States and Canada....
 attempted to break into a commercial security door equipped with biometric authentication as well as a personal laptop so equipped. While the laptop's system proved more difficult to bypass, the advanced commercial security door with "live" sensing was fooled with a printed scan of a fingerprint after it had been licked. There is no basis to assume that the tested security door is representative of the current typical state of biometric authentication, however. With careful matching of tested biometric technologies to the particular use that is intended, biometrics provide a strong form of authentication that effectively serves a wide range of commercial and government applications.

Biometric verification of an individual’s identity can help control the risks associated with misidentification. However, biometric verification can itself be compromised through vulnerabilities in the system. This can occur through deliberate attempts to breach security and the integrity of the biometric process as shown in the television program MythBusters. To address this risk the has established a .

However, the clear concern is that the number of biometric samples of an individual are limited. If all samples are lost via compromise the legitimate owner will be unable to replace the old ones. Additionally, the limited number of samples means that there is a concern with secondary use of biometric data: a user who accesses two systems with the same fingerprint may allow one to masquerade is her to the other. Several solutions to this problem are actively being researched.

Privacy

A concern is how a person's biometric, once collected, can be protected. Australia has therefore introduced a in order to protect consumer personal data beyond the current protections offered by the Australian Privacy Act.

Another concern is that if the system is used at more than one location, a person's movements may be tracked as with any non-anonymous authentication system. An example of this would be posted security cameras linked to a facial recognition system, or a public transportation system requiring the use of biometry or registered identification card.

Biometrics sensors' obstacles

Different sensors (hardware producers), generating different biometrics outcomes, different outcomes cannot be encryptedly compared (they will never match). It is very difficult to create standard on identical encryption paths. Biometrics standard can be obtained only if the common information is unconcealed. Currently each biometric scanner's vendor is responsible for generating his own encryption method. In order to unify the biometrics collection method(s) the Standardization procedure must force Biometrics exposure, however, exposed biometrics information present a serious threat to privacy rights.

Marketing of biometric products


Despite confirmed cases of defeating commercially available biometric scanners, many companies marketing biometric products (especially consumer-level products such as readers built into keyboards) claim the products as replacements, rather than supplements, for passwords. Furthermore, regulations regarding advertising and manufacturing of biometric products are (as of 2006) largely non-existent. Consumers and other end users must rely on published test data and other research that demonstrate which products meet certain performance standards and which are likely to work best under operational conditions. Given the ease with which other security measures such passwords and access tokens may be compromised, and the relative resistance of biometrics to being defeated through alteration and reverse engineering, large scale adoption of biometrics may offer significant protection against the economic and social problems associated with identity theft.


Sociological concerns

As technology advances, and time goes on, more private companies and public utilities may use biometrics for safe, accurate identification. These advances are likely to raise concerns such as:

  • Physical
Some believe this technology can cause physical harm to an individual using the methods, or that instruments used are unsanitary. For example, there are concerns that retina scanners might not always be clean.
  • Personal Information
There are concerns whether our personal information taken through biometric methods can be misused, e.g. by the government to determine unwanted traits in humans for global population control. Also, the data obtained using biometrics can be used in unauthorized ways without the individual's consent.


Danger to owners of secured items

When thieves cannot get access to secure properties, there is a chance that the thieves will stalk and assault the property owner to gain access. If the item is secured with a biometric device, the damage to the owner could be irreversible, and potentially cost more than the secured property. For example, in 2005, Malaysian car thieves cut off the finger of a Mercedes-Benz S-Class
Mercedes-Benz S-Class

The Mercedes-Benz S-Class is a series of the largest sedans produced by Mercedes-Benz, a division of Daimler AG. The S-Class, a product of nine lines of Mercedes-Benz models dating since the mid-1950s, is the world's best-selling luxury flagship sedan....
 owner when attempting to steal the carSome other reports, giving more credence to the story: .

Cancelable Biometrics

Physical features, such as face, fingerprint, iris, retina, hand, or behavioral features, such as signature, voice, gait, must fulfill a certain criteria to qualify for use in recognition. They must be unique, universal, acceptable, collectible and convenient to the person, in addition, to reliability at recognition, performance and circumvention. Most importantly, however, permanence is a key feature for biometrics. They must retain all the above features in particular the uniqueness unchanged, or acceptably changed, over the lifetime of the individual. On the other hand, this fundamental feature has brought biometrics to challenge a new risk. If biometric data is obtained, for example compromised from a database, by unauthorized users, the genuine owner will lose control over them forever and lose his/her identity.

Previously, research was focusing on using biometrics to overcome the weakness in traditional authentication systems that use tokens, passwords or both. Weakness, such as sharing passwords, losing tokens, guessable passwords, forgetting passwords and a lot more, were successfully targeted by biometric systems, although accuracy still remains a great challenge for many different biometric data. But one ordinary advantage of password does not exist in biometrics. That is re-issue. If a token or a password is lost or stolen, they can be cancelled and replaced by a newer version i.e. reissued. On the other hand, this is not naturally available in biometrics. If someone’s face is compromised from a database, they cannot cancel it neither reissue it. All data, including biometrics is vulnerable whether in storage or in processing state. It is relatively recently research has been undertaken to consider protection of biometric data more seriously. Cancelable biometrics is a way in which to inherit the protection and the replacement features into biometrics. It was first proposed by Ratha et al.. Besides reliable accuracy performance and the replacement policy cancellable biometric has to be non-revisable in order to fulfill the aim.

Several methods for generating cancellable biometrics have been proposed. Essentially, cancelable biometrics perform a distortion of the biometric image or features before matching. The variability in the distortion parameters provides the cancelable nature of the scheme. Some of the proposed techniques operate using their own recognition engines, such as Teoh et al. and Savvides et al., whereas other methods, such as Dabbah et al., take the advantage of the advancement of the well-established biometric research for their recognition front-end to conduct recognition. Although this increases the restrictions on the protection system, it makes the cancellable templates more accessible for available biometric technologies.

In general, cancelable biometrics may be seen to represent a promising approach to address biometric security and privacy vulnerabilities. However, there are several concerns about the security of such schemes. First, there is very little work analysing their security, except for an analysis of biohashing . Secondly, while distortion schemes should be preferably non-invertible, no detailed proposed scheme has this property. In fact, it would appear to be trivial to undistort the template given knowledge of the distortion key in most cases. Third, cancelable biometrics would appear to be difficult to implement in the untrusted scenarios for which they are proposed: if the user does not trust the owner of the biometric sensor to keep the biometric private, how can they enforce privacy on the distortion parameters used? This last concern is perhaps the most serious: the security of cancelable biometrics depends on secure management of the distortion parameters, which must be used for enrollment and made available at matching. Furthermore, such keys may not be much better protected than current passwords and PINs. In summary, cancelable biometrics offer a possible solution to certain serious security and privacy concerns of biometric technology; however, current schemes leave a number of important issues unaddressed. Research is very active in this subject, and may succeed in addressing these concerns.

Uses and initiatives


Australia

Visitors intending to visit Australia may soon have to submit to biometric authentication as part of the Smartgate
Smartgate

Smartgate is an automated border processing system being introduced by the Australian Customs Service. It is deemed to be a secure and simple system that performs the customs and immigration checks normally made by a Customs Officer when a traveller arrives in Australia....
 system, linking individuals to their visas and passports. Biometric data are already collected from some visa applicants by Immigration. Australia is the first country to introduce a Biometrics Privacy Code, which is established and administered by the Biometrics Institute. The Biometrics Institute Privacy Code forms part of Australian privacy legislation. The Code includes privacy standards that are at least equivalent to the Australian National Privacy Principles (NPPs) in the Privacy Act and also incorporates higher standards of privacy protection in relation to certain acts and practices. Only members of the Biometrics Institute are eligible to subscribe to this Code. Biometrics Institute membership, and thus subscription to this Code, is voluntary.

Brazil

Since the beginning of the 20th century, Brazil
Brazil

Brazil , officially the Federative Republic of Brazil , is a country in South America. It is the List of countries and outlying territories by total area country by geographical area, occupying nearly half of South America, the List of countries by population country, and the fourth most populous democracy in the world....
ian citizens have had user ID cards. The decision by the Brazilian government to adopt fingerprint-based biometrics was spearheaded by Dr. Felix Pacheco at Rio de Janeiro
Rio de Janeiro

Rio de Janeiro , is the second largest city of Brazil and South America, behind S?o Paulo, and the third largest metropolitan area in South America, behind S?o Paulo and Buenos Aires....
, at that time capital of the Federative Republic. Dr. Pacheco was a friend of Dr. Juan Vucetich
Juan Vucetich

Juan Vucetich was a Croatian-born Argentina anthropologist and police official who pioneered the use of fingerprinting.Vucetich was born as Ivan Vucetic at Hvar in Dalmatia ....
, who invented one of the most complete tenprint classification systems in existence. The Vucetich system was adopted not only in Brazil, but also by most of the other South American countries. The oldest and most traditional ID Institute in Brazil (Instituto de Identificação Félix Pacheco) was integrated at DETRAN (Brazilian equivalent to DMV) into the civil and criminal AFIS
Automated Fingerprint Identification System

Automated fingerprint identification is the process of automatically matching one or many unknown fingerprints against a database of known and unknown prints....
 system in 1999.

Each state in Brazil is allowed to print its own ID card, but the layout and data are the same for all of them. The ID cards printed in Rio de Janeiro are fully digitized using a 2D bar code with information which can be matched against its owner off-line. The 2D bar code encodes a color photo, a signature, two fingerprints, and other citizen data. This technology was developed in 2000 in order to enhance the safety of the Brazilian ID cards.

By the end of 2005, the Brazilian government started the development of its new passport. The new documents started to be released by the beginning of 2007, at Brasilia-DC. The new passport included several security features, like Laser perforation, UV hidden symbols, security layer over variable data and etc.. Brazilian citizens will have their signature, photo, and 10 rolled fingerprints collected during passport requests. All of the data is planned to be stored in ICAO E-passport standard. This allows for contactless electronic reading of the passport content and Citizens ID verification since fingerprint templates and token facial images will be available for automatic recognition.

Germany

The biometrics market in Germany will experience enormous growth until 2009. “The market size will increase from approximately 12 million € (2004) to 377 million €” (2009). “The federal government will be a major contributor to this development”. In particular, the biometric procedures of fingerprint and facial recognition can profit from the government project. In May 2005 the German Upper House of Parliament approved the implementation of the ePass, a passport issued to all German citizens which contain biometric technology. The ePass has been in circulation since November 2005, and contains a chip that holds a digital photograph and one fingerprint from each hand, usually of the index fingers, though others may be used if these fingers are missing or have extremely distorted prints. “A third biometric identifier – iris scans – could be added at a later stage”. An increase in the prevalence of biometric technology in Germany is an effort to not only keep citizens safe within German borders but also to comply with the current US deadline for visa-waiver countries to introduce biometric passports. In addition to producing biometric passports for German citizens, the German government has put in place new requirements for visitors to apply for visas within the country. “Only applicants for long-term visas, which allow more than three months' residence, will be affected by the planned biometric registration program. The new work visas will also include fingerprinting, iris scanning, and digital photos”.

Germany is also one of the first countries to implement biometric technology at the Olympic Games to protect German athletes. “The Olympic Games is always a diplomatically tense affair and previous events have been rocked by terrorist attacks - most notably when Germany last held the Games in Munich in 1972 and 11 Israeli athletes were killed”.

Biometric technology was first used at the Olympic Summer Games in Athens, Greece in 2004. “On registering with the scheme, accredited visitors will receive an ID card containing their fingerprint biometrics data that will enable them to access the 'German House'. Accredited visitors will include athletes, coaching staff, team management and members of the media”.

As a protest against the increasing use of biometric data, the influential hacker group Chaos Computer Club
Chaos Computer Club

The Chaos Computer Club is one of the biggest and most influential Hacker organizations. The CCC is based in Germany and other German Language-speaking countries and currently has over 4,000 members....
 published a fingerprint
Fingerprint

A fingerprint is an impression of the friction ridges of all part of the finger. A friction ridge is a raised portion of the epidermis on the palmar or digits or plantar skin, consisting of one or more connected ridge units of friction ridge skin....
 of German Minister of the Interior
Federal Ministry of the Interior (Germany)

The Federal Ministry of the Interior is a ministry of the Germany Politics of Germany. Its main office is in Berlin, with a secondary seat in Bonn....
 Wolfgang Schäuble
Wolfgang Schäuble

Wolfgang Sch?uble, List of Bundestag Members is a Germany politician. He is a member of the Christian Democratic Union of Germany . He presently is Federal Minister of the Interior of the Government of Germany....
 in the March 2008 edition of its magazine Datenschleuder. The magazine also included the fingerprint on a film that readers could use to fool fingerprint readers.

Iraq

Biometrics are being used extensively in Iraq to catalogue as many Iraqis as possible providing Iraqis with a verifiable identification card, immune to forgery. During account creation, the collected biometrics information is logged into a central database which then allows a user profile to be created. Even if an Iraqi has lost their ID card, their identification can be found and verified by using their unique biometric information. Additional information can also be added to each account record, such as individual personal history. This can help American forces determine whether someone has been causing trouble in the past. One major system in use in Iraq is called BISA. This system uses a smartcard and a user's biometrics (fingerpint, iris, and face photos) to ensure they are authorized access to a base or facility. Another is called BAT for Biometric Automated Toolset.

Japan

Several banks in Japan have adopted either palm vein authentication or finger vein authentication technology on their ATM
Automated teller machine

An automated teller machine is a computerized telecommunications device that provides the customers of a financial institution with access to financial transactions in a public space without the need for a human clerk or bank teller....
s. Palm vein authentication technology which was developed by Fujitsu, among other companies, proved to have a false acceptance rate of 0.01177% and a false rejection rate of 4.23%. Finger vein authentication technology, developed by Hitachi, has a false acceptance rate of 0.0100% and a false rejection rate of 1.26%. Finger vein authentication technology has so far been adopted by banks such as Sumitomo Mitsui Financial Group
Sumitomo Mitsui Financial Group

, or SMFG, is a Japanese financial group, the third largest bank in Japan.It holds an asset of around US $1.3 trillion and is one of the largest companies of the Sumitomo Group....
, Mizuho Financial Group
Mizuho Financial Group

, abbreviated as MHFG, or simply called Mizuho is a banking holding company headquartered in the Otemachi district of Chiyoda, Tokyo, Japan....
 and Japan Post Bank
Japan Post Bank

, or ???? for short, is a Japanese bank headquartered in Tokyo.It holds around US$1.7 trillion in postal savings that was established on October 1, 2007, with the privatization of the postal savings system public government owned Japan Post ....
. Palm vein authentication technology has been adopted by banks such as the Bank of Tokyo-Mitsubishi UFJ.

Nigeria

The Nigerian Government has now rolled out fingerprint recognition throughout its airports on flights to reduce passport fraud. All new passports distributed now have a biometric chip containing the individuals characteristic in encrypted template form.

United Kingdom

Fingerprint scanners used in some schools to facilitate the subtraction of funds from an account financed by parents for the payment of school dinners. By using such a system nutritional reports can be produced for parents to surveil a child's intake. This has raised questions from liberty groups as taking away the liberty of choice from the youth of society. Other concerns arise from the possibility of data leaking from the providers of school meals to interest groups that provide health services such as the NHS and insurance groups that may end up having a detrimental effect on the ability of individuals to enjoy equality of access to services.

United States

The United States government has become a strong advocate of biometrics with the increase in security concerns in recent years, since September 11, 2001. Starting in 2005, US passports with facial (image-based) biometric data were scheduled to be produced. Privacy activists in many countries have criticized the technology's use for the potential harm to civil liberties, privacy, and the risk of identity theft. Currently, there is some apprehension in the United States (and the European Union) that the information can be "skimmed" and identify people's citizenship remotely for criminal intent, such as kidnapping. There also are technical difficulties currently delaying biometric integration into passports in the United States, the United Kingdom, and the rest of the EU. These difficulties include compatibility of reading devices, information formatting, and nature of content (e.g. the US currently expect to use only image data, whereas the EU intends to use fingerprint and image data in their passport RFID biometric chip(s)).

The speech made by President Bush on May 15, 2006, live from the Oval Office, was very clear: from now on, anyone willing to go legally in the United States in order to work there will be card-indexed and will have to communicate his fingerprints while entering the country.

"A key part of that system [for verifying documents and work eligibility of aliens] should be a new identification card for every legal foreign worker. This card should use biometric technology,such as digital fingerprints, to make it tamper-proof." President George W Bush (Addresses on Immigration Reform, May 15, 2006). Bush issued a presidential directive
Presidential directive

Presidential directives are a form of Executive order issued by the President of the United States with the advice and consent of the National Security Council ....
 (NSPD 59, HSPD 24) in 2008 which requires increased capability for sharing and interoperability in "collection, storage, use, analysis, and sharing of biometric and associated biographic and contextual information of individuals" among the departments
United States Federal Executive Departments

The United States federal executive departments are among the oldest primary units of the executive branch of the federal government of the United States—the Departments of United States Department of State, United States Department of War, and the United States Department of the Treasury all being established within a few weeks of each...
 and agencies
List of United States federal agencies

This is a list of Government agency of the United States federal government.The Executive of the federal government includes the Executive Office of the President of the United States and the United States federal executive departments ....
 of the executive branch of the U.S. federal government
Federal government of the United States

The Federal Government of the United States is the central current reigning United States governmental body, established by the United States Constitution....
.

The US Department of Defense (DoD) Common Access Card
Common Access Card

The Common Access Card is a United States Department of Defense smart card issued as standard identification for active-duty military personnel, reserve personnel, civilian employees, non-DoD other government employees and State Employees of the National Guard and eligible contractor personnel....
, is an ID card issued to all US Service personnel and contractors on US Military sites. This card contains biometric data and digitized photographs. It also has laser-etched photographs and holograms to add security and reduce the risk of falsification. There have been over 10 million of these cards issued.

According to Jim Wayman, director of the National Biometric Test Center at San Jose State University
San José State University

San Jos? State University is the founding campus of what became the California State University system. The sprawling 154-acre campus in the center of Silicon Valley has an enrollment of about 30,000 students and provides more graduates working in the high tech region than any other college or university....
, Walt Disney World
Walt Disney World Resort

Walt Disney World Resort is the most visited and largest recreational resort in the world, containing four theme parks; two water parks; twenty-three themed hotels; and numerous shopping, dining, entertainment and recreation venues....
 is the nation's largest single commercial application of biometrics. However, the US Visit program will very soon surpass Walt Disney World for biometrics deployment.

On February 6, 2008, West Virginia University
West Virginia University

West Virginia University is a public university research university in Morgantown, West Virginia, West Virginia, United States of America. Other campuses include: West Virginia University at Parkersburg in Parkersburg, West Virginia; West Virginia University Institute of Technology in Montgomery, West Virginia; Potomac State College of West...
, in Morgantown, West Virginia
Morgantown, West Virginia

Morgantown is a city in and the county seat of Monongalia County, West Virginia, West Virginia, United States, on the banks of the Monongahela River....
, became the national academic leader for the FBI's biometric research. The university was the first in the world to establish a Bachelor of Science Degree in Biometric Systems, and also established the initial chapter of the Student Society for the Advancement of Biometrics (SSAB) in 2003. WVU also offers a graduate level certificate and Master’s degree emphasis in Biometrics.

Venezuela

In the year 2004 Venezuela's National Elections Counsel, or (CNE), adopted a fingerprint validation system which is used to avoid double voting in regular elections; used since then the investment was made to allow the sending of voters template information at real time with and then verify it before accessing the secret voting ballot room. Voting population is approximately estimated for 2008 at 17 million voters. In the last years more than 11 elections had been realized and the verification system is operated in most of the voting locations.

See also


  • Access control
    Access control

    Access control is the ability to permit or deny the use of a particular resource by a particular entity. Access control mechanisms can be used in managing physical resources , logical resources , or digital resources ....
  • AFIS
    Automated Fingerprint Identification System

    Automated fingerprint identification is the process of automatically matching one or many unknown fingerprints against a database of known and unknown prints....
  • Biometric passport
    Biometric passport

    File:Map of countries with biometric passports.svgA biometric passport is a combined paper and electronic identity document that uses biometrics to authenticate the identity of travelers....
  • Biometrics in schools
    Biometrics in schools

    Starting in the early 2000s, thousands of schools throughout the world have begun to establish biometric systems. A number of reasons are given for such practices, including struggling against truancy, replacing library cards or meal cards by fingerprinting systems, etc....
  • Biometric time clock
  • Biometric word list
  • British biometric national identity card
    British national identity card

    The United Kingdom National Identity Card is a personal identification document that will eventually be issued to all residents of the United Kingdom....
  • Dermatoglyphics
    Dermatoglyphics

    Dermatoglyphics is the scientific study of fingerprints. The term was coined by Dr. Harold Cummins, the father of American fingerprint analysis, even though the process of fingerprint identification had already been used for several hundred years ....
  • Facial recognition system
    Facial recognition system

    A facial recognition system is a computer application for automatically identifying or verifying a person from a digital image or a video frame from a video source....
  • Fingerprint recognition
  • Fingerprint Verification Competition
    Fingerprint Verification Competition

    Fingerprint Verification Competition is an international competition focused on fingerprint verification software assessment. A subset of fingerprint impressions acquired with various sensors was provided to registered participants, to allow them to adjust the parameters of their algorithms....


  • Government databases
  • Iris recognition
    Iris recognition

    Iris recognition is a method of biometrics authentication that uses pattern recognition techniques based on high-resolution images of the iris of an individual's eyes....
  • Physical anthropology
    Physical anthropology

    Biological anthropology, or physical anthropology is a branch of anthropology that studies the mechanisms of biological evolution, genetics inheritance, human Adaptation and variation, primatology, primate Morphology , and the List of human fossils of human evolution....
  • Physical Security
    Physical security

    Physical security describes both measures that prevent or deter attackers from accessing a facility, resource, or information stored on physical media and guidance on how to design structures to resist various hostile acts....
  • Retinal scan
    Retinal scan

    A retinal scan is a biometric technique that uses the unique patterns on a person's retina to identify them. It is not to be confused with another ocular-based technology, iris recognition....
  • Three-dimensional face recognition
    Three-dimensional face recognition

    Three-dimensional face recognition is a modality of facial recognition system methods in which the three-dimensional geometry of the human face is used....
  • Speaker recognition
    Speaker recognition

    Speaker recognition is the computing task of validating a user's claimed identity using characteristics extracted from their human voice.There is a difference between speaker recognition and speech recognition ....
  • Dynamic Device Mapping
    Dynamic Device Mapping

    Dynamic device mapping is a robust technology for USB KVM switches implemented to replace standard USB Keyboard and Mouse emulation....
     to share biometrics devices
  • Biometric technology in access control
    Card reader

    A memory card reader is a device used for communication with a smart card or a flash memory card.A business card reader is a scanning device used to scan and electronically save business cards....

Further reading

  • . SecuGen Fingerprint Readers Now Work with Tutis Biometric Logon Software to Authenticate Users to Active Directory
  • . Published by the National Biometric Security Project (NBSP), the BTAM is a comprehensive reference manual on biometric technology applications.
  • “Fingerprints Pay For School Lunch.” (2001). Retrieved 2008-03-02.
  • Yun, Yau Wei. The ‘123’ of Biometric Technology, 2003. Retrieved from on November 21, 2005 from the World Wide Web:
  • Biometric Digest newsletter. Published monthly with weekly updates. 64 issues per year. Primary source of news & information, vendors, case studies, calendar of events for expositions & conferences, financial reports, names in the news and more.
  • “Biometrics in Australia.” (2006). Retrieved 2006-06-11.
  • “Biometrics Institute Australia Conference”. (2006). Retrieved 2006-06-11.
  • “Biometrics an emerging Technology: Market Report Australia”(2005) Retrieved 2006-06-11.
  • “Germany clears biometric passports plan.” (2005). Globe and Mail.com Insider Edition. Retrieved 2006-06-11.
  • “Germany to phase-in biometric passports from November 2005”. (2005). E-Government News. Retrieved 2006-06-11.
  • Oezcan, V. (2003). “Germany Weighs Biometric Registration Options for Visa Applicants”, Humboldt University Berlin. Retrieved 2006-06-11.
  • Sturgeon, W. (2004). “Biometrics used to keep German Olympians safe...but what are they testing - moustache or mullet?” Security Strategy Sillicon.com Retrieved 2006-06-11.
  • “The Biometrics Market in Germany 2004-2009: Anti-terrorism Laws Drive Growth” (2004). Soreon Research. Retrieved 2006-06-11


External links

  • BBC News
    BBC News

    BBC News, formerly BBC News and Current Affairs, is the department within the BBC responsible for the corporation's news-gathering and production of news programmes on BBC television, radio and online....
  • msnbc
    MSNBC

    MSNBC is a 24-hour US Cable News channel based in the United States and available in both the US and Canada. Its name is a combination of "MSN" and "NBC"....
  • BBC News
    BBC News

    BBC News, formerly BBC News and Current Affairs, is the department within the BBC responsible for the corporation's news-gathering and production of news programmes on BBC television, radio and online....
  • Ben Goldacre
    Ben Goldacre

    Ben Goldacre is a United Kingdom medical physician and journalist, and the author of the The Guardian newspaper's weekly Bad Science column....
    , the guardian
    The Guardian

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