Use of the HSS/LMS Hash-Based Signature Algorithm with CBOR Object Signing and Encryption (COSE)Vigil Security, LLC516 Dranesville RoadHerndonVA20170United States of Americahousley@vigilsec.com
Security
This document specifies the conventions for using the Hierarchical
Signature System (HSS) / Leighton-Micali Signature (LMS) hash-based
signature algorithm with the CBOR Object Signing and Encryption (COSE)
syntax. The HSS/LMS algorithm is one form of hash-based digital
signature; it is described in RFC 8554.Status of This Memo
This is an Internet Standards Track document.
This document is a product of the Internet Engineering Task Force
(IETF). It represents the consensus of the IETF community. It has
received public review and has been approved for publication by
the Internet Engineering Steering Group (IESG). Further
information on Internet Standards is available in Section 2 of
RFC 7841.
Information about the current status of this document, any
errata, and how to provide feedback on it may be obtained at
.
Copyright Notice
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Table of Contents
IntroductionThis document specifies the conventions for using the Hierarchical
Signature System (HSS) / Leighton-Micali Signature (LMS) hash-based
signature algorithm with the CBOR Object Signing and Encryption
(COSE) syntax. The LMS system
provides a one-time digital
signature that is a variant of Merkle Tree Signatures (MTS).
The HSS is
built on top of the LMS system to efficiently scale for a larger number
of signatures. The HSS/LMS algorithm is one form of a hash-based digital
signature, and it is described in . The HSS/LMS signature
algorithm can only be used for a fixed number of signing operations. The
number of signing operations depends upon the size of the tree. The
HSS/LMS signature algorithm uses small public keys, and it has low
computational cost; however, the signatures are quite large. The HSS/LMS
private key can be very small when the signer is willing to perform
additional computation at signing time; alternatively, the private key
can consume additional memory and provide a faster signing time. The
HSS/LMS signatures are currently
defined to use exclusively
SHA-256 .MotivationRecent advances in cryptanalysis and progress in the
development of quantum computers
pose a threat to widely
deployed digital signature algorithms. As a result, there is a need
to prepare for a day that cryptosystems, such as RSA and DSA, that
depend on discrete logarithm and factoring cannot be depended upon.If large-scale quantum computers are ever built, these computers
will
have more than a trivial number of quantum bits (qubits), and they will
be able to break many of the public-key cryptosystems currently in
use. A post-quantum cryptosystem is a
system that is secure against such large-scale quantum computers. When it will be feasible to build such computers
is open to conjecture; however,
RSA , DSA , Elliptic Curve Digital Signature Algorithm (ECDSA) , and Edwards-curve Digital Signature Algorithm
(EdDSA) are
all vulnerable if large-scale quantum computers come to pass.Since the HSS/LMS signature algorithm does not depend on the
difficulty
of discrete logarithm or factoring, the HSS/LMS signature algorithm is
considered to be post-quantum secure. The use of HSS/LMS hash-based
signatures to protect software update distribution will allow the
deployment of future software that implements new cryptosystems. By
deploying HSS/LMS today, authentication and integrity protection of
the future software can be provided, even if advances break current
digital-signature mechanisms.Terminology
The key words "MUST", "MUST NOT",
"REQUIRED", "SHALL", "SHALL NOT", "SHOULD", "SHOULD NOT",
"RECOMMENDED", "NOT RECOMMENDED",
"MAY", and "OPTIONAL" in this document are
to be interpreted as
described in BCP 14
when, and only when, they appear in all capitals, as shown here.
LMS Digital Signature Algorithm OverviewThis specification makes use of the hash-based signature algorithm
specified in , which is the Leighton
and Micali adaptation
of the original
Lamport-Diffie-Winternitz-Merkle one-time
signature system .The hash-based signature algorithm has three major components:
Hierarchical Signature System (HSS) -- see
Leighton-Micali Signature (LMS) -- see
Leighton-Micali One-time Signature (LM-OTS) Algorithm-- see
As implied by the name, the hash-based signature algorithm depends on
a collision-resistant hash function. The hash-based signature
algorithm specified in currently
makes use of the SHA-256
one-way hash function , but it also
establishes an IANA registry
to permit the registration of additional one-way hash functions in the
future.Hierarchical Signature System (HSS)The hash-based signature algorithm specified in uses a
hierarchy of trees.
The N-time Hierarchical Signature System (HSS)
allows subordinate trees to be generated when needed by the
signer. Otherwise, generation of the entire tree might take
weeks or longer.An HSS signature, as specified in , carries the number of
signed public keys (Nspk), followed by that number of signed public keys,
followed by the LMS signature, as described in . The public key
for the topmost LMS tree is the public key of the HSS system. The LMS
private key in the parent tree signs the LMS public key in the child
tree, and the LMS private key in the bottom-most tree signs the actual
message. The signature over the public key and the signature over the
actual message are LMS signatures, as described in .The elements of the HSS signature value for a stand-alone tree (a top
tree with no children) can be summarized as:
u32str(0) ||
lms_signature /* signature of message */
where the notation comes from .The elements of the HSS signature value for a tree with Nspk signed
public keys can be summarized as:
u32str(Nspk) ||
signed_public_key[0] ||
signed_public_key[1] ||
...
signed_public_key[Nspk-2] ||
signed_public_key[Nspk-1] ||
lms_signature /* signature of message */
As defined in , a signed_public_key is
the lms_signature over the public key followed by the public key
itself. Note that Nspk is the number of levels in the hierarchy of
trees minus 1.Leighton-Micali Signature (LMS)Subordinate LMS trees are placed in the HSS structure, as discussed in
. Each tree in the hash-based signature
algorithm specified in
uses the Leighton-Micali Signature
(LMS) system. LMS
systems have two parameters. The first parameter is the height of
the tree, h, which is the number of levels in the tree minus one.
The includes support for five values
of this
parameter: h=5, h=10, h=15, h=20, and h=25. Note that there are 2^h
leaves in the tree. The second parameter is the number of bytes
output by the hash function, m, which is the amount of data
associated with each node in the tree. The specification
supports only SHA-256 with m=32. An IANA registry is defined so that
other hash functions could be used in the future.The specification
supports five tree sizes:
LMS_SHA256_M32_H5
LMS_SHA256_M32_H10
LMS_SHA256_M32_H15
LMS_SHA256_M32_H20
LMS_SHA256_M32_H25
The specification establishes an
IANA registry to permit the registration of additional hash functions and
additional tree sizes in the future.The specification defines
the value I as the private key
identifier, and the same I value is used for all computations with the
same LMS tree. The value I is also available in the public key.
In
addition, the specification defines
the value T[r] as the
m-byte string associated with the ith node in the LMS tree, and
the nodes are indexed from 1 to 2^(h+1)-1. Thus, T[1] is the m-byte
string associated with the root of the LMS tree.The LMS public key can be summarized as:
u32str(lms_algorithm_type) || u32str(otstype) || I || T[1]
As specified in , the LMS
signature consists of four elements:
the number of the leaf associated with the LM-OTS signature,
an LM-OTS signature, as described in ,
a type code indicating the particular LMS algorithm, and
an array of values that is associated with the path through the tree
from the leaf associated with the LM-OTS signature to the root.
The array of values contains the siblings of the nodes on the
path from the leaf to the root but does not contain the nodes on the path
itself. The array for a tree with height h will have h values. The
first value is the sibling of the leaf, the next value is the sibling of
the parent of the leaf, and so on up the path to the root.The four elements of the LMS signature value can be summarized
as:
u32str(q) ||
ots_signature ||
u32str(type) ||
path[0] || path[1] || ... || path[h-1]
Leighton-Micali One-Time Signature (LM-OTS) AlgorithmThe hash-based signature algorithm depends on a one-time signature
method. This specification makes use of the Leighton-Micali One-time
Signature (LM-OTS) Algorithm . An
LM-OTS has five parameters:
n:
The number of bytes output by the hash function. For
SHA-256 [SHS], n=32.
H:
A preimage-resistant hash function that accepts byte strings
of any length and returns an n-byte string.
w:
The width in bits of the Winternitz coefficients. [HASHSIG]
supports four values for this parameter: w=1, w=2, w=4, and
w=8.
p:
The number of n-byte string elements that make up the LM-OTS
signature.
ls:
The number of left-shift bits used in the checksum function,
which is defined in .
The values of p and ls are dependent on the choices of the parameters
n and w, as described in .The specification
supports four LM-OTS variants:
LMOTS_SHA256_N32_W1
LMOTS_SHA256_N32_W2
LMOTS_SHA256_N32_W4
LMOTS_SHA256_N32_W8
The specification
establishes an IANA registry to permit
the registration of additional hash functions and additional parameter
sets in the future.Signing involves the generation of C, which is an n-byte random
value.The LM-OTS signature value can be summarized as the identifier of
the LM-OTS variant, the random value, and a sequence of hash values
(y[0] through y[p-1]), as described in :
u32str(otstype) || C || y[0] || ... || y[p-1]
Hash-Based Signature Algorithm IdentifiersThe CBOR Object Signing and Encryption (COSE) supports two
signature algorithm schemes. This specification makes use of the
signature with appendix scheme for hash-based signatures.The signature value is a large byte string, as described in .
The byte string is designed for easy parsing. The HSS, LMS, and LM-OTS
components of the signature value format include counters and type
codes that indirectly provide all of the information that is needed to
parse the byte string during signature validation.When using a COSE key for this algorithm, the following checks are
made:
The 'kty' field MUST be 'HSS-LMS'.
If the 'alg' field is present, it MUST be 'HSS-LMS'.
If the 'key_ops' field is present, it MUST include
'sign' when creating a hash-based signature.
If the 'key_ops' field is present, it MUST include 'verify'
when verifying a hash-based signature.
If the 'kid' field is present, it MAY be used to identify the
top of the HSS tree. In [HASHSIG], this identifier is called
'I', and it is the 16-byte identifier of the LMS public key
for the tree.
Security ConsiderationsThe security considerations from and are
relevant to implementations of this specification.There are a number of security considerations that need to be taken
into account by implementers of this specification.Implementations MUST protect the private
keys. Compromise of the
private keys may result in the ability to forge signatures. Along
with the private key, the implementation MUST keep track of which
leaf nodes in the tree have been used. Loss of integrity of this
tracking data can cause a one-time key to be used more than once. As
a result, when a private key and the tracking data are stored on nonvolatile
media or in a virtual machine environment, failed
writes, virtual machine snapshotting or cloning, and other
operational concerns must be considered to ensure confidentiality and
integrity.When generating an LMS key pair, an implementation
MUST generate each key pair independently of all other
key pairs in the HSS tree.An implementation MUST ensure that an LM-OTS private
key is used to generate a signature only one time and ensure that it
cannot be used for any other purpose.The generation of private keys relies on random numbers. The use of
inadequate pseudorandom number generators (PRNGs) to generate these
values can result in little or no security. An attacker may find it
much easier to reproduce the PRNG environment that produced the keys,
searching the resulting small set of possibilities rather than brute-force searching the whole key space. The generation of quality
random numbers is difficult, and
offers important guidance
in this area.The generation of hash-based signatures also depends on random
numbers. While the consequences of an inadequate PRNG to generate these values is much less severe
than in the generation of private keys, the guidance in remains important.Operational ConsiderationsThe public key for the hash-based signature is the key at the root of
Hierarchical Signature System (HSS). In the absence of a public key
infrastructure , this public key is a
trust anchor, and the
number of signatures that can be generated is bounded by the size of
the overall HSS set of trees. When all of the LM-OTS signatures have
been used to produce a signature, then the establishment of a new
trust anchor is required.To ensure that none of the tree nodes are used to generate more than one
signature, the signer maintains state across different invocations of
the signing algorithm. offers some
practical implementation approaches around this statefulness. In
some of these approaches, nodes are sacrificed to ensure that none
are used more than once. As a result, the total number of signatures
that can be generated might be less than the overall HSS set of trees.A COSE Key Type Parameter for encoding the HSS/LMS private key and
the state about which tree nodes have been used is deliberately not
defined. It was not defined to avoid creating the ability to save the
private key and state, generate one or more signatures, and then restore
the private key and state. Such a restoration operation provides
disastrous opportunities for tree node reuse.IANA ConsiderationsIANA has added entries for the HSS/LMS hash-based signature
algorithm in the "COSE Algorithms" registry and added HSS/LMS
hash-based signature public keys in the "COSE Key Types"
registry and the "COSE Key Type Parameters" registry.
COSE Algorithms Registry EntryThe new entry in the "COSE Algorithms" registry appears as follows:
Name:
HSS-LMS
Value:
-46
Description:
HSS/LMS hash-based digital signature
Reference:
RFC 8778
Recommended:
Yes
COSE Key Types Registry EntryThe new entry in the "COSE Key Types" registry appears as follows:
Name:
HSS-LMS
Value:
5
Description:
Public key for HSS/LMS hash-based digital signature
Reference:
RFC 8778
COSE Key Type Parameters Registry EntryThe new entry in the "COSE Key Type Parameters" registry appears as follows:
Key Type:
5
Name:
pub
Label:
-1
CBOR Type:
bstr
Description:
Public key for HSS/LMS hash-based digital signature
Reference:
RFC 8778
ReferencesNormative ReferencesLeighton-Micali Hash-Based SignaturesThis note describes a digital-signature system based on cryptographic hash functions, following the seminal work in this area of Lamport, Diffie, Winternitz, and Merkle, as adapted by Leighton and Micali in 1995. It specifies a one-time signature scheme and a general signature scheme. These systems provide asymmetric authentication without using large integer mathematics and can achieve a high security level. They are suitable for compact implementations, are relatively simple to implement, and are naturally resistant to side-channel attacks. Unlike many other signature systems, hash-based signatures would still be secure even if it proves feasible for an attacker to build a quantum computer.This document is a product of the Crypto Forum Research Group (CFRG) in the IRTF. This has been reviewed by many researchers, both in the research group and outside of it. The Acknowledgements section lists many of them.Key words for use in RFCs to Indicate Requirement LevelsIn many standards track documents several words are used to signify the requirements in the specification. These words are often capitalized. This document defines these words as they should be interpreted in IETF documents. This document specifies an Internet Best Current Practices for the Internet Community, and requests discussion and suggestions for improvements.CBOR Object Signing and Encryption (COSE)Concise Binary Object Representation (CBOR) is a data format designed for small code size and small message size. There is a need for the ability to have basic security services defined for this data format. This document defines the CBOR Object Signing and Encryption (COSE) protocol. This specification describes how to create and process signatures, message authentication codes, and encryption using CBOR for serialization. This specification additionally describes how to represent cryptographic keys using CBOR.Ambiguity of Uppercase vs Lowercase in RFC 2119 Key WordsRFC 2119 specifies common key words that may be used in protocol specifications. This document aims to reduce the ambiguity by clarifying that only UPPERCASE usage of the key words have the defined special meanings.Secure Hash StandardNational Institute of Standards and Technology (NIST)Informative ReferencesThe Factoring Dead: Preparing for the CryptopocalypseMatasanoiSEC PartnersiSEC PartnersArtemis InternetDigital Signature Standard (DSS)National Institute of Standards and Technology (NIST)CBOR Object Signing and Encryption (COSE)IANALarge provably fast and secure digital signature schemes from secure hash functionsSecrecy, Authentication, and Public Key SystemsInformation Systems Laboratory, Stanford UniversityA Digital Signature Based on a Conventional Encryption FunctionAdvances in Cryptology -- CRYPTO '87 ProceedingsLecture Notes in Computer Science, Volume 291A Certified Digital SignatureAdvances in Cryptology -- CRYPTO '89 ProceedingsLecture Notes in Computer Science, Volume 435One Way Hash Functions and DESAdvances in Cryptology -- CRYPTO '89 ProceedingsLecture Notes in Computer Science, Volume 435Quantum Computing: Progress and ProspectsNational Academies of Sciences, Engineering, and MedicineThe National Academies PressIntroduction to post-quantum cryptographyDepartment of Computer Science, University of Illinois at ChicagoRandomness Requirements for SecuritySecurity systems are built on strong cryptographic algorithms that foil pattern analysis attempts. However, the security of these systems is dependent on generating secret quantities for passwords, cryptographic keys, and similar quantities. The use of pseudo-random processes to generate secret quantities can result in pseudo-security. A sophisticated attacker may find it easier to reproduce the environment that produced the secret quantities and to search the resulting small set of possibilities than to locate the quantities in the whole of the potential number space.Choosing random quantities to foil a resourceful and motivated adversary is surprisingly difficult. This document points out many pitfalls in using poor entropy sources or traditional pseudo-random number generation techniques for generating such quantities. It recommends the use of truly random hardware techniques and shows that the existing hardware on many systems can be used for this purpose. It provides suggestions to ameliorate the problem when a hardware solution is not available, and it gives examples of how large such quantities need to be for some applications. This document specifies an Internet Best Current Practices for the Internet Community, and requests discussion and suggestions for improvements.Internet X.509 Public Key Infrastructure Certificate and Certificate Revocation List (CRL) ProfileThis memo profiles the X.509 v3 certificate and X.509 v2 certificate revocation list (CRL) for use in the Internet. An overview of this approach and model is provided as an introduction. The X.509 v3 certificate format is described in detail, with additional information regarding the format and semantics of Internet name forms. Standard certificate extensions are described and two Internet-specific extensions are defined. A set of required certificate extensions is specified. The X.509 v2 CRL format is described in detail along with standard and Internet-specific extensions. An algorithm for X.509 certification path validation is described. An ASN.1 module and examples are provided in the appendices. [STANDARDS-TRACK]PKCS #1: RSA Cryptography Specifications Version 2.2This document provides recommendations for the implementation of public-key cryptography based on the RSA algorithm, covering cryptographic primitives, encryption schemes, signature schemes with appendix, and ASN.1 syntax for representing keys and for identifying the schemes.This document represents a republication of PKCS #1 v2.2 from RSA Laboratories' Public-Key Cryptography Standards (PKCS) series. By publishing this RFC, change control is transferred to the IETF.This document also obsoletes RFC 3447.Edwards-Curve Digital Signature Algorithm (EdDSA)This document describes elliptic curve signature scheme Edwards-curve Digital Signature Algorithm (EdDSA). The algorithm is instantiated with recommended parameters for the edwards25519 and edwards448 curves. An example implementation and test vectors are provided.Concise Data Definition Language (CDDL): A Notational Convention to Express Concise Binary Object Representation (CBOR) and JSON Data StructuresThis document proposes a notational convention to express Concise Binary Object Representation (CBOR) data structures (RFC 7049). Its main goal is to provide an easy and unambiguous way to express structures for protocol messages and data formats that use CBOR or JSON.ExamplesThis appendix provides a non-normative example of a COSE full message
signature and an example of a COSE_Sign1 message. This section is
formatted according to the extended CBOR diagnostic format defined by
.The programs that were used to generate the examples can be found at
.Example COSE Full Message SignatureThis section provides an example of a COSE full message
signature.The size of binary file is 2560 bytes.
98(
[
/ protected / h'a10300' / {
\ content type \ 3:0
} / ,
/ unprotected / {},
/ payload / 'This is the content.',
/ signatures / [
[
/ protected / h'a101382d' / {
\ alg \ 1:-46 \ HSS-LMS \
} / ,
/ unprotected / {
/ kid / 4:'ItsBig'
},
/ signature / h'00000000000000010000000391291de76ce6e24d1e2a
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e56de0aa6658b0dc893bb6e49e6294537a7878e86cfc8e6c150675db1a89d188ea6e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'
]
]
]
)
Example COSE_Sign1 MessageThis section provides an example of a COSE_Sign1 message.The size of binary file is 2552 bytes.
18(
[
/ protected / h'a101382d' / {
\ alg \ 1:-46 \ HSS-LMS \
} / ,
/ unprotected / {
/ kid / 4:'ItsBig'
},
/ payload / 'This is the content.',
/ signature / h'00000000000000000000000391291de76ce6e24d1e2a9b60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'
]
)
AcknowledgementsMany thanks to
,
,
,
,
,
,
, and
for their valuable review and insights. In addition, an extra
special thank you to for generating the
examples in .Author's AddressVigil Security, LLC516 Dranesville RoadHerndonVA20170United States of Americahousley@vigilsec.com