The present disclosure relates generally to classifying comparators based on comparator offsets, and more specifically, to identifying comparators with suitable offsets for reliable key generation.
A physical unclonable function (PUF) may serve as a unique physical identity in a physical structure (e.g., a semiconductor device such as a microprocessor). A PUF, which is based on a physical variation that may occur naturally during a semiconductor manufacturing process, may allow for differentiation between otherwise identical semiconductor devices. Because semiconductor devices may be slightly different, operation of the semiconductor devices (e.g., outputs generated by the semiconductor devices) may vary.
While this disclosure concludes with claims particularly pointing out and distinctly claiming specific embodiments, various features and advantages of embodiments within the scope of this disclosure may be more readily ascertained from the following description when read in conjunction with the accompanying drawings, in which:
In the following detailed description, reference is made to the accompanying drawings, which form a part hereof, and in which are shown, by way of illustration, specific examples of embodiments in which the present disclosure may be practiced. These embodiments are described in sufficient detail to enable a person of ordinary skill in the art to practice the present disclosure. However, other embodiments may be utilized, and structural, material, and process changes may be made without departing from the scope of the disclosure.
The illustrations presented herein are not meant to be actual views of any particular method, system, device, or structure, but are merely idealized representations that are employed to describe the embodiments of the present disclosure. The drawings presented herein are not necessarily drawn to scale. Similar structures or components in the various drawings may retain the same or similar numbering for the convenience of the reader; however, the similarity in numbering does not mean that the structures or components are necessarily identical in size, composition, configuration, or any other property.
The following description may include examples to help enable one of ordinary skill in the art to practice the disclosed embodiments. The use of the terms “exemplary,” “by example,” and “for example,” means that the related description is explanatory, and though the scope of the disclosure is intended to encompass the examples and legal equivalents, the use of such terms is not intended to limit the scope of an embodiment or this disclosure to the specified components, steps, features, functions, or the like.
It will be readily understood that the components of the embodiments as generally described herein and illustrated in the drawing could be arranged and designed in a wide variety of different configurations. Thus, the following description of various embodiments is not intended to limit the scope of the present disclosure, but is merely representative of various embodiments. While the various aspects of the embodiments may be presented in drawings, the drawings are not necessarily drawn to scale unless specifically indicated.
Furthermore, specific implementations shown and described are only examples and should not be construed as the only way to implement the present disclosure unless specified otherwise herein. Elements, circuits, and functions may be shown in block diagram form in order not to obscure the present disclosure in unnecessary detail. Conversely, specific implementations shown and described are exemplary only and should not be construed as the only way to implement the present disclosure unless specified otherwise herein. Additionally, block definitions and partitioning of logic between various blocks is exemplary of a specific implementation. It will be readily apparent to one of ordinary skill in the art that the present disclosure may be practiced by numerous other partitioning solutions. For the most part, details concerning timing considerations and the like have been omitted where such details are not necessary to obtain a complete understanding of the present disclosure and are within the abilities of persons of ordinary skill in the relevant art.
Those of ordinary skill in the art would understand that information and signals may be represented using any of a variety of different technologies and techniques. Some drawings may illustrate signals as a single signal for clarity of presentation and description. It will be understood by a person of ordinary skill in the art that the signal may represent a bus of signals, wherein the bus may have a variety of bit widths and the present disclosure may be implemented on any number of data signals including a single data signal.
The various illustrative logical blocks, modules, and circuits described in connection with the embodiments disclosed herein may be implemented or performed with a general purpose processor, a special purpose processor, a Digital Signal Processor (DSP), an Integrated Circuit (IC), an Application Specific Integrated Circuit (ASIC), a Field Programmable Gate Array (FPGA) or other programmable logic device, discrete gate or transistor logic, discrete hardware components, or any combination thereof designed to perform the functions described herein. A general-purpose processor (may also be referred to herein as a host processor or simply a host) may be a microprocessor, but in the alternative, the processor may be any conventional processor, controller, microcontroller, or state machine. A processor may also be implemented as a combination of computing devices, such as a combination of a DSP and a microprocessor, a plurality of microprocessors, one or more microprocessors in conjunction with a DSP core, or any other such configuration. A general-purpose computer including a processor is considered a special-purpose computer while the general-purpose computer is configured to execute computing instructions (e.g., software code) related to embodiments of the present disclosure.
The embodiments may be described in terms of a process that is depicted as a flowchart, a flow diagram, a structure diagram, or a block diagram. Although a flowchart may describe operational acts as a sequential process, many of these acts can be performed in another sequence, in parallel, or substantially concurrently. In addition, the order of the acts may be re-arranged. A process may correspond to a method, a thread, a function, a procedure, a subroutine, a subprogram, etc. Furthermore, the methods disclosed herein may be implemented in hardware, software, or both. If implemented in software, the functions may be stored or transmitted as one or more instructions or code on computer-readable media. Computer-readable media includes both computer storage media and communication media including any medium that facilitates transfer of a computer program from one place to another.
Any reference to an element herein using a designation such as “first,” “second,” and so forth does not limit the quantity or order of those elements, unless such limitation is explicitly stated. Rather, these designations may be used herein as a convenient method of distinguishing between two or more elements or instances of an element. Thus, a reference to first and second elements does not mean that only two elements may be employed there or that the first element must precede the second element in some manner. In addition, unless stated otherwise, a set of elements may comprise one or more elements.
As used herein, the term “substantially” in reference to a given parameter, property, or condition means and includes to a degree that one of ordinary skill in the art would understand that the given parameter, property, or condition is met with a small degree of variance, such as, for example, within acceptable manufacturing tolerances. By way of example, depending on the particular parameter, property, or condition that is substantially met, the parameter, property, or condition may be at least 90% met, at least 95% met, or even at least 99% met.
Although a manufacturing process may be the same for a number of devices (e.g., integrated circuits (ICs)), each device may be slightly differnet due to normal manufacturing variabilities. More specifically, one or more physical properties of the devices may vary from device to device due to the manufacturing process. One or more distinct physical properties of a device (e.g., an IC) that vary from device to device due to the manufacturing process may be considered a physical unclonable function (PUF) of the device (e.g., if it can be used to generate an electrical function reflecting the variation). Because devices may be slightly different, operation of the devices (e.g., outputs generated by the devices) may be different. More specifically, for example, outputs (e.g., output values for a given output) of various comparator ICs may vary based on PUFs of the comparator ICs. For example, some comparators may have relatively large input offsets and some comparators may have relatively small input offsets. Comparators with relatively small offsets may have outputs that change polarity due to, for example, noise and/or offset drift (e.g., due to changes in temperature and/or supply voltages). Comparators with relatively large offsets may be more tolerable to noise and offset drift. In other words, comparators with relatively large offsets may have more stable outputs (e.g., the outputs may not change due to noise and offset drift).
Various embodiments described herein relate to classifying comparators based on comparator offsets, and more specifically, to methods for identifying comparators including suitable offsets (e.g., for reliable key generation). Yet more specifically, some embodiments may relate to sorting and identifying comparators for reliable key generation (e.g., PUF key generation) based on offset values of the comparators, and the use of the identified comparators to generate a reliable key.
To utilize comparators for key generation (e.g., wherein each comparator generates one or more bits for multi-bit key), it may be advantageous that each comparator cell on each integrated circuit be repeatable. Thus, in some embodiments utilizing comparators for key generation, a comparator output should be the same over the lifetime of the comparator and under all operating conditions (e.g., variations in noise, temperature, and/or supply voltage). Accordingly, for key generation, it may be advantageous to utilize comparators with relatively large offsets.
Rather than measuring actual exact offset values of each comparator (e.g., via detecting when a comparator output switches), various embodiments as disclosed herein identify comparators with sufficient offsets via one or more tests. Measuring actual exact offset values for comparators may not be required. According to some embodiments, during one testing phase (e.g., a first testing phase) a comparator may be tested via strobing the comparator multiple times with the two identical inputs (e.g., two inputs tied together). If a polarity of an output of the comparator does not remain the same for each strobe, it may be determined that an offset of the comparator is too small, and thus the output of the comparator may be affected by noise. In these embodiments, comparators with offsets that are too small may be rejected, and other remaining comparators may be divided into groups (e.g., two groups) depending on comparator outputs (e.g., comparators outputting a positive offset (e.g., an output having a positive polarity) may be in one group (e.g., “group 1”) and comparators outputting a negative offset (e.g., an output having a negative polarity) may be in another group (e.g., “group 2”)).
Further, the remaining comparators may be tested. More specifically, during another testing phase (e.g., a second testing phase), each of the remaining comparator may be supplied an external offset voltage. According to some embodiments, the external offset voltage applied to a comparator (i.e., at the inputs of the comparator) may have a known absolute value and a polarity that is opposite of a polarity of the offset of the comparator. For example, if a comparator has positive offset (e.g., in group “1”), a negative external offset voltage may be supplied to the comparator. If a comparator has negative offset (e.g., in group “2”), a positive external offset voltage may be supplied to the comparator. The external offset voltage may be determined based on one or more factors. For example, according to some embodiments, the external offset voltage may be selected based on comparator noise, offset drift with temperature, supply voltage, and/or time. More specifically, for example, the sum of these parameters may be used to determine the external test voltage.
In some embodiments, a comparator may be strobed multiple times with the external offset voltage. If a polarity of the comparator output does not remain the same as before, or does not remain the same for each strobe, the comparator may be rejected. Otherwise, comparators having outputs that remain the same as before and for each strobe, may be identified as reliable comparators and may be used as PUF comparator cells (e.g., in key generation).
In some embodiments, an absolute value of an offset of the remaining comparators may be equal to or greater than the predefined external offset voltage. Further, in some embodiments, if the comparator noise and offset drift (e.g., with temperature, supply voltage and time) may be determined empirically, the sum of these parameters may be used as the external test voltage for comparator sorting, which may ensure the comparator repeatability.
According to various embodiments, one or more testing phases may be used to classify a comparator. For example, in some embodiments, a comparator may be classified as either reliable or unreliable based either the first testing phase (e.g., wherein inputs of the comparator receive the same signal (e.g., the inputs are tied together) or a second testing phase (e.g., wherein inputs of the comparator receive an offset voltage). In other embodiments, a comparator may be classified as either reliable or unreliable based on more than one testing phase (e.g., the first testing phase and the second testing phase).
Various embodiments disclosed herein may improve comparator classification. Further, comparators with relatively high repeatability may be used in generating a reliable bit in key generation, thus improving key generation (e.g., for encryption and decryption). For at least these reasons, various embodiments of the present disclosure, as described more fully herein, provide a technical solution to one or more problems that arise from technology that could not reasonably be performed by a person, and various embodiments disclosed herein are rooted in computer technology in order to overcome the problems and/or challenges described above. Further, at least some embodiments disclosed herein may improve computer-related technology by allowing computer performance of a function not previously performable by a computer.
Various embodiments of the present disclosure are now explained with reference to the accompanying drawings.
As noted above, according to some embodiments, a comparator may be tested via strobing the comparator multiple times with identical inputs (e.g., two inputs of the comparator are tied together). Stated another way, with reference again to
In these embodiments, comparators with offsets that are too small may be rejected (e.g., as unreliable), and other remaining comparators may be divided into groups (e.g., two groups) depending on comparator outputs. For example, comparators outputting a positive offset may be in one group (e.g., “group 1”) and comparators outputting a negative offset may be in another group (e.g., “group 2”).
Moreover, the remaining comparators (e.g., the comparators in groups 1 and 2) may be further tested. More specifically, each of the remaining comparator may be supplied an external offset voltage. The external offset voltage applied to a comparator (i.e., at its inputs) may have a polarity that is opposite of a polarity of the offset of the comparator. For example, if a comparator has positive offset (e.g., in group “1”), a negative external offset voltage may be supplied to the comparator (e.g., the potential at the input Inp of the comparator is negative in relation to the potential at input Inn of the comparator). If a comparator has negative offset (e.g., in group “2”), a positive external offset voltage may be supplied to the comparator (e.g., the potential at input Inp of the comparator is positive in relation to the potential at input Inn of the comparator). The absolute value of the applied offset voltages may be selected so as to be within a predetermined range appropriate for PUF generation.
In some embodiments, each comparator may be strobed multiple times with the external offset voltage. Stated another way, with reference again to
With reference to
Method 400 may begin at block 402, wherein a first voltage may be applied to each of a first input and a second input of a comparator (e.g., via strobing a number of times) to generate a number of output signals from the comparator, and method 400 may proceed to block 404. For example, each output signal may have a one of a first polarity (e.g., a positive offset) and a second polarity (e.g., a negative offset).
At block 404, in response to each of the number of output signals being the first polarity, an external offset voltage may be applied to the comparator (e.g., via strobing a number of times) to generate a second number of output signals from the comparator, and method 400 may proceed to block 406. For example, the first voltage may be applied to the first input and a second voltage may be applied to the second input (e.g., a number of times) to generate the second number of output signals from the comparator, wherein a difference between the first voltage and the second voltage may be equal to the external offset voltage having the second polarity.
At block 406, in response to each of the second number of output signals being the same polarity, the comparator may be identified as a reliable comparator.
Modifications, additions, or omissions may be made to method 400 without departing from the scope of the present disclosure. For example, the operations of method 400 may be implemented in differing order. Furthermore, the outlined operations and actions are only provided as examples, and some of the operations and actions may be optional, combined into fewer operations and actions, or expanded into additional operations and actions without detracting from the essence of the disclosed embodiment. For example, a reliable comparator may be used for generating a key, which may be used for data encryption and/or data decryption. More specifically, the reliable comparator may be used as a cell for generating one or more bits of a multi-bit key, as described further below.
Further, depending on a configuration of transistors M10-M13, outputs out1 and out2 may or may not be coupled together. Thus, according to at least some embodiments, transistors M10-M13 be configured such that outputs out1 and out2 may be coupled together during one phase of a comparator testing process (e.g., by turning on both transistors M10 and M12, or both transistor M11 and M13), as described herein. In this example, outputs out1 and out2 may output a first voltage (e.g., to be supplied both inputs of a comparator). Further, transistors M10-M13 be configured such that outputs out1 and out2 are not coupled together during another phase of the comparator testing process, as also described herein (e.g. by turning on transistors M10 and M13 while setting transistor M11 and M12 to off or by turning on transistors M11 and M12 while setting transistor M10 and M13 to off). In this example, outputs out1 may output the first voltage (e.g., to be supplied to one input of a comparator), and out2 may output a second voltage (e.g., to be supplied to another input of the comparator). Circuit 500 is provided as an example of a circuit for generating an external offset voltage, and other circuits for generating an offset voltage are within the scope of the present disclosure. According to various embodiments, controller 510 may be configured for controlling a configuration of transistors M10-M13 (e.g., via one or more control signals).
Generally, processor 810 may include any suitable special-purpose or general-purpose computer, computing entity, or processing device including various computer hardware or software modules and may be configured to execute instructions stored on any applicable computer-readable storage media. For example, processor 810 may include a microprocessor, a microcontroller, a digital signal processor (DSP), an application-specific integrated circuit (ASIC), a Field-Programmable Gate Array (FPGA), or any other digital or analog circuitry configured to interpret and/or to execute program instructions and/or to process data.
Although illustrated as a single processor in
After the program instructions are loaded into memory 820, processor 810 may execute the program instructions, such as instructions to perform one or more blocks of method 200 and/or method 300 as described herein. According to various embodiments, processor 810 may perform one or more testing operations. For example, processor 810 may apply a first voltage to each input of a comparator, and process a first output generated by the comparator. Further, processor 810 may identify the comparator as an unreliable comparator based on the first output. Moreover, processor 810 may apply an offset voltage to the comparator, and process a second output generated by the comparator. Moreover, based on the second output, processor 810 may identify the comparator as either a reliable comparator or an unreliable comparator.
Memory 820 and data storage 830 may include computer-readable storage media or one or more computer-readable storage mediums for carrying or having computer-executable instructions or data structures stored thereon. Such computer-readable storage media may be any available media that may be accessed by a general-purpose or special-purpose computer, such as processor 810.
By way of example, and not limitation, such computer-readable storage media may include non-transitory computer-readable storage media including Random Access Memory (RAM), Read-Only Memory (ROM), Electrically Erasable Programmable Read-Only Memory (EEPROM), Compact Disc Read-Only Memory (CD-ROM) or other optical disk storage, magnetic disk storage or other magnetic storage devices, flash memory devices (e.g., solid state memory devices), or any other storage medium which may be used to carry or store desired program code in the form of computer-executable instructions or data structures and which may be accessed by a general-purpose or special-purpose computer. Combinations of the above may also be included within the scope of computer-readable storage media. Computer-executable instructions may include, for example, instructions and data configured to cause processor 810 to perform a certain operation or group of operations.
Communication unit 840 may include any component, device, system, or combination thereof that is configured to transmit or receive information over a network. In some embodiments, communication unit 840 may communicate with other devices at other locations, the same location, or even other components within the same system. For example, communication unit 840 may include a modem, a network card (wireless or wired), an infrared communication device, a wireless communication device (such as an antenna), and/or chipset (such as a Bluetooth device, an 802.6 device (e.g., Metropolitan Area Network (MAN)), a WiFi device, a WiMax device, cellular communication facilities, etc.), and/or the like. Communication unit 840 may permit data to be exchanged with a network and/or any other devices or systems described in the present disclosure. For example, communication unit 840 may allow system 800 to communicate with other systems and/or devices.
Modifications, additions, or omissions may be made to system 800 without departing from the scope of the present disclosure. For example, data storage 830 may be multiple different storage mediums located in multiple locations and accessed by processor 810 through a network.
As indicated above, the embodiments described herein may include the use of a special purpose or general purpose computer (e.g., processor 810 of
Various embodiments relate to a method of classifying a comparator. For example, a method may include strobing a comparator multiple times with an offset voltage to generate a number of output signals from the comparator. Further, in response to each of the number of output signals having a same polarity, identifying the comparator as a reliable comparator.
According to one or more other embodiments, a method may include applying a first voltage to each of a first input and a second input of a comparator (e.g., via strobing a number of times) to generate a number of output signals from the comparator. Each output signal may include one of a first polarity and a second polarity. Further, the method may include, in response to each of the number of output signals being the first polarity, applying an offset voltage having the second polarity to the comparator (e.g., via strobing a number of times) to generate a second number of output signals. Furthermore, the method may include, response to each of the second number of output signals having the same polarity, identifying the comparator as a reliable comparator.
In yet one or more other embodiments, a method may include, for each comparator of a number of comparators, strobing a comparator with a first voltage at each of a first input and a second input of the comparator to generate a number of output signals from the comparator, each output signal having one of a first polarity and a second polarity. In addition, the method may include, in response to each output signal of the number of output signal having the first polarity, strobing the comparator with an external offset voltage having the second polarity to generate a second number of output signals from the comparator. Further, the method may include, in response to each output signal of the second number of output signals having the first polarity, identifying the comparator as a reliable comparator. The method may also include generating a key via a number of reliable comparators.
As used in the present disclosure, the terms “module” or “component” may refer to specific hardware implementations configured to perform the actions of the module or component and/or software objects or software routines that may be stored on and/or executed by general purpose hardware (e.g., computer-readable media, processing devices, etc.) of the computing system. In some embodiments, the different components, modules, engines, and services described in the present disclosure may be implemented as objects or processes that execute on the computing system (e.g., as separate threads). While some of the system and methods described in the present disclosure are generally described as being implemented in software (stored on and/or executed by general purpose hardware), specific hardware implementations or a combination of software and specific hardware implementations are also possible and contemplated.
Terms used in the present disclosure and especially in the appended claims (e.g., bodies of the appended claims) are generally intended as “open” terms (e.g., the term “including” should be interpreted as “including, but not limited to,” the term “having” should be interpreted as “having at least,” the term “includes” should be interpreted as “includes, but is not limited to,” etc.).
Additionally, if a specific number of an introduced claim recitation is intended, such an intent will be explicitly recited in the claim, and in the absence of such recitation no such intent is present. For example, as an aid to understanding, the following appended claims may contain usage of the introductory phrases “at least one” and “one or more” to introduce claim recitations. However, the use of such phrases should not be construed to imply that the introduction of a claim recitation by the indefinite articles “a” or “an” limits any particular claim containing such introduced claim recitation to embodiments containing only one such recitation, even when the same claim includes the introductory phrases “one or more” or “at least one” and indefinite articles such as “a” or “an” (e.g., “a” and/or “an” should be interpreted to mean “at least one” or “one or more”); the same holds true for the use of definite articles used to introduce claim recitations.
In addition, even if a specific number of an introduced claim recitation is explicitly recited, those skilled in the art will recognize that such recitation should be interpreted to mean at least the recited number (e.g., the bare recitation of “two recitations,” without other modifiers, means at least two recitations, or two or more recitations). Furthermore, in those instances where a convention analogous to “at least one of A, B, and C, etc.” or “one or more of A, B, and C, etc.” is used, in general such a construction is intended to include A alone, B alone, C alone, A and B together, A and C together, B and C together, or A, B, and C together, etc.
Further, any disjunctive word or phrase presenting two or more alternative terms, whether in the description, claims, or drawings, should be understood to contemplate the possibilities of including one of the terms, either of the terms, or both terms. For example, the phrase “A or B” should be understood to include the possibilities of “A” or “B” or “A and B.”
While the present disclosure has been described herein with respect to certain illustrated embodiments, those of ordinary skill in the art will recognize and appreciate that the present invention is not so limited. Rather, many additions, deletions, and modifications to the illustrated and described embodiments may be made without departing from the scope of the invention as hereinafter claimed along with their legal equivalents. In addition, features from one embodiment may be combined with features of another embodiment while still being encompassed within the scope of the invention as contemplated by the inventor.
A claim for benefit of priority to the Dec. 28, 2018 filing date of the U.S. Patent Provisional Application No. 62/786,015 titled “METHODS OF CLASSIFYING COMPARATORS BASED ON COMPARATOR OFFSETS” (the '015 Provisional Application), is hereby made pursuant to 35 U.S.C. § 119(e). The entire disclosure of the '015 Provisional Application is hereby incorporated herein.
Number | Date | Country | |
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62786015 | Dec 2018 | US |