Network Working Group J. Preuss Mattsson
Internet-Draft E. Thormarker
Updates: 6979, 8032 (if approved) S. Ruohomaa
Intended status: Informational Ericsson
Expires: September 10, 2020 March 09, 2020
Deterministic ECDSA and EdDSA Signatures with Additional Randomness
draft-mattsson-cfrg-det-sigs-with-noise-01
Abstract
Deterministic elliptic-curve signatures such as deterministic ECDSA
and EdDSA have gained popularity over randomized ECDSA as their
security do not depend on a source of high-quality randomness.
Recent research has however found that implementations of these
signature algorithms may be vulnerable to certain side-channel and
fault injection attacks due to their determinism. One countermeasure
to such attacks is to re-add randomness to the otherwise
deterministic calculation of the per-message secret number. This
document updates RFC 6979 and RFC 8032 to recommend constructions
with additional randomness for deployments where side-channel attacks
and fault injection attacks are a concern.
Status of This Memo
This Internet-Draft is submitted in full conformance with the
provisions of BCP 78 and BCP 79.
Internet-Drafts are working documents of the Internet Engineering
Task Force (IETF). Note that other groups may also distribute
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time. It is inappropriate to use Internet-Drafts as reference
material or to cite them other than as "work in progress."
This Internet-Draft will expire on September 10, 2020.
Copyright Notice
Copyright (c) 2020 IETF Trust and the persons identified as the
document authors. All rights reserved.
This document is subject to BCP 78 and the IETF Trust's Legal
Provisions Relating to IETF Documents
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Table of Contents
1. Introduction . . . . . . . . . . . . . . . . . . . . . . . . 2
2. Updates to RFC 8032 (EdDSA) . . . . . . . . . . . . . . . . . 4
3. Updates to RFC 6979 (Deterministic ECDSA) . . . . . . . . . . 5
4. Security Considerations . . . . . . . . . . . . . . . . . . . 5
5. TODOs and Other Considerations . . . . . . . . . . . . . . . 7
6. References . . . . . . . . . . . . . . . . . . . . . . . . . 8
6.1. Normative References . . . . . . . . . . . . . . . . . . 8
6.2. Informative References . . . . . . . . . . . . . . . . . 9
Acknowledgments . . . . . . . . . . . . . . . . . . . . . . . . . 13
Authors' Addresses . . . . . . . . . . . . . . . . . . . . . . . 13
1. Introduction
In Elliptic-Curve Cryptography (ECC) signature algorithms, the per-
message secret number has traditionally been generated from a random
number generator (RNG). The security of such algorithms depends on
the cryptographic quality of the random number generation and biases
in the randomness may have catastrophic effects such as compromising
private keys. Repeated per-message secret numbers have caused
several severe security accidents in practice. As stated in
[RFC6979], the need for a cryptographically secure source of
randomness is also a hindrance to deployment of randomized ECDSA
[FIPS-186-4] in architectures where secure random number generation
is challenging, in particular, embedded IoT systems and smartcards.
[ABFJLM17] does however state that smartcards typically has a high-
quality RNG on board, which makes it significantly easier and faster
to use the RNG instead of doing a hash computation.
In deterministic ECC signatures schemes such as Deterministic
Elliptic Curve Digital Signature Algorithm (ECDSA) [RFC6979] and
Edwards-curve Digital Signature Algorithm (EdDSA) [RFC8032], the per-
message secret number is instead generated in a fully-deterministic
way as a function of the message and the private key. Except for key
generation, the security of such deterministic signatures does not
depend on a source of high-quality randomness. As they are presumed
to be safer, deterministic signatures have gained popularity and are
referenced and recommended by a large number of recent RFCs [RFC8037]
[RFC8080] [RFC8152] [RFC8225] [RFC8387] [RFC8410] [RFC8411] [RFC8419]
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[RFC8420] [RFC8422] [RFC8446] [RFC8463] [RFC8550] [RFC8591] [RFC8624]
[RFC8208] [RFC8608].
Side-channel attacks are potential attack vectors for implementations
of cryptographic algorithms. Side-Channel attacks can in general be
classified along three orthogonal axes: passive vs. active, physical
vs. logical, and local vs. remote [SideChannel]. It has been
demonstrated how side-channel attacks such as power analysis
[BCPST14] and timing attacks [Minerva19] [TPM-Fail19] allow for
practical recovery of the private key in some existing
implementations of randomized ECDSA. [BSI] summarizes minimum
requirements for evaluating side-channel attacks of elliptic curve
implementations and writes that deterministic ECDSA and EdDSA
requires extra care. The deterministic ECDSA specification [RFC6979]
notes that the deterministic generation of per-message secret numbers
may be useful to an attacker in some forms of side-channel attacks
and as stated in [Minerva19], deterministic signatures like [RFC6979]
and [RFC8032] might help an attacker to reduce the noise in the side-
channel when the same message it signed multiple times. Recent
research [SH16] [BP16] [RP17] [ABFJLM17] [SBBDS17] [PSSLR17] [SB18]
[WPB19] [AOTZ19] [FG19] have theoretically and experimentally
analyzed the resistance of deterministic ECC signature algorithms
against side-channel and fault injection attacks. The conclusions
are that deterministic signature algorithms have theoretical
weaknesses against certain instances of these types of attacks and
that the attacks are practically feasibly in some environments.
These types of attacks may be of particular concern for hardware
implementations such as embedded IoT devices and smartcards where the
adversary can be assumed to have access to the device to induce
faults and measure its side-channels such as timing information with
low signal-to-noise ratio, power consumption, electromagnetic leaks,
or sound. Fault attacks may also be possible without physical access
to the device. RowHammer [RowHammer14] showed how an attacker to
induce DRAM bit-flips in memory areas the attacker should not have
access to and Plundervolt [Plundervolt19] showed how an attacker with
root access can use frequency and voltage scaling interfaces to
induce faults that bypasses even secure execution technologies.
RowHammer can e.g. be used in operating systems with several
processes or cloud scenarios with virtualized servers. Protocols
like TLS, SSH, and IKEv2 that adds a random number to the message to
be signed mitigate some types of attacks [PSSLR17].
Government agencies are clearly concerned about these attacks. In
[Notice-186-5] and [Draft-186-5], NIST warns about side-channel and
fault injection attacks, but states that deterministic ECDSA may be
desirable for devices that lack good randomness. BSI has published
[BSI] and researchers from BSI have co-authored two research papers
[ABFJLM17] [PSSLR17] on attacks on deterministic signatures. For
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many industries it is important to be compliant with both RFCs and
government publications, alignment between IETF, NIST, and BSI
recommendations would be preferable.
One countermeasure to side-channel and fault injection attacks
recommended by [RP17] [ABFJLM17] [SBBDS17] [PSSLR17] [SB18] [AOTZ19]
[FG19] and implemented in [XEdDSA] [libSodium] [libHydrogen] is to
re-introduce some additional randomness to the otherwise
deterministic generation of the per-message secret number. This
combines the security benefits of fully-randomized per-message secret
numbers with the security benefits of fully-deterministic secret
numbers. Such a construction protects against key compromise due to
weak random number generation, but still effectively prevents many
side-channel and fault injection attacks that exploit determinism.
Deterministic ECDSA with additional randomness can be made compliant
with [FIPS-186-4] but would not be compliant with the recommendations
in many RFCs. Adding randomness to EdDSA is not compliant with
[RFC8032].
This document updates [RFC6979] and [RFC8032] to recommend
constructions with additional randomness for deployments where side-
channel and fault injection attacks are a concern. Produced
signatures remain fully compatible with unmodified ECDSA and EdDSA
verifiers and existing key pairs can continue to be used. As the
precise use of the noise is specified, test vectors can still be
produced and implementations can be tested against them.
2. Updates to RFC 8032 (EdDSA)
For Ed25519ph, Ed25519ctx, and Ed25519: In deployments where side-
channel and fault injection attacks are a concern, the following step
is RECOMMENDED instead of step (2) in Section 5.1.6 of [RFC8032]:
2. Compute SHA-512(dom2(F, C) || Z || prefix || PH(M)), where M
is the message to be signed, Z is 32 octets of random data.
Interpret the 64-octet digest as a little-endian integer r.
For Ed448ph and Ed448: In deployments where side-channel and fault
injection attacks are a concern, the following step is RECOMMENDED
instead of step (2) in Section 5.3.6 of [RFC8032]:
2. Compute SHAKE256(dom4(F, C) || Z || prefix || PH(M), 114),
where M is the message to be signed, and Z is 57 octets of
random data, F is 1 for Ed448ph, 0 for Ed448, and C is the
context to use. Interpret the 114-octet digest as a
little-endian integer r.
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3. Updates to RFC 6979 (Deterministic ECDSA)
For Deterministic ECDSA: In existing ECDSA deployments where side-
channel and fault injection attacks are a concern, the following
steps is RECOMMENDED instead of steps (d) and (f) in Section 3.2 of
[RFC6979]:
d. Set:
K = HMAC_K(V || 0x00 || Z || int2octets(x) || bits2octets(h1))
where '||' denotes concatenation. In other words, we compute
HMAC with key K, over the concatenation of the following, in
order: the current value of V, a sequence of eight bits of value
0, random data Z (of the same length as int2octets(x)), the
encoding of the (EC)DSA private key x, and the hashed
message (possibly truncated and extended as specified by the
bits2octets transform). The HMAC result is the new value of K.
Note that the private key x is in the [1, q-1] range, hence a
proper input for int2octets, yielding rlen bits of output, i.e.,
an integral number of octets (rlen is a multiple of 8).
f. Set:
K = HMAC_K(V || 0x01 || Z || int2octets(x) || bits2octets(h1))
In new deployments, EdDSA with additional randomness as specified in
Section 2 is RECOMMENDED.
4. Security Considerations
The constructions in this document follows the high-level approach in
[XEdDSA] to calculate the per-message secret number from the hash of
the private key and the message, but add random additional randomness
into the calculation for greater resilience. This does not re-
introduce the strong security requirement of randomness needed by
randomized ECDSA [FIPS-186-4]. The randomness of Z does not need to
be perfect, but SHALL be generated a cryptographically secure pseudo
random number generator (PRNG) and SHALL be secret. Even if the same
random number Z is used to sign two different messages, the security
will be the same as deterministic ECDSA and EdDSA and an attacker
will not be able to compromise the private key with algebraic means
as in fully-randomized ECDSA [FIPS-186-4]. With the construction
specified in this document, two signatures over two equal messages
are different which prevents information leakage in use cases where
signatures but not messages are public.
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[SBBDS17] states that [XEdDSA] would not prevent their attack due to
insufficient mixing of the hashed private key with the additional
randomness. [SBBDS17] suggest a construction where the randomness is
padded with zeroes so that the first 1024-bit SHA-512 block is
composed only of the hashed private key and the random value, but not
the message. This solution does however increase the number of hash
function invocations and the amount of padding is dependent on the
block size.
Another countermeasure to fault attacks is to force the signer to
verify the signature in the last step of the signature generation or
to calculate the signature twice and compare the results. These
countermeasure would catch a single fault but would not protect
against attackers that are able to precisely inject faults several
times [RP17] [PSSLR17] [SB18]. Adding an additional sign or
verification operation would also significantly affect performance,
especially verification which is a heavier operation than signing in
ECDSA and EdDSA.
[ABFJLM17] suggests using both additional randomness and a counter,
which makes the signature generation stateful. While most used
signatures have traditionally been stateless, stateful signatures
like XMSS [RFC8391] and LMS [RFC8554] have now been standardized and
deployed. [I-D.irtf-cfrg-randomness-improvements] specifies a PRNG
construction with a random seed, a secret key, a context string, and
a nonce, which makes the random number generation stateful. The
generation of the per-message secret number in this document is not
stateful, but it can be used with a stateful PRNG. The exact
construction in [I-D.irtf-cfrg-randomness-improvements] is however
not recommended in deployments where side-channel and fault injection
attacks are a concern as it relies on deterministic signatures.
With the construction in this document, the repetition of the same
per-message secret number for two different messages is highly
unlikely even with an imperfect random number generator, but not
impossible. As an extreme countermeasure, previously used secret
numbers can be tracked to ensure their uniqueness for a given key,
and a different random number can be used if a collision is detected.
This document does not mandate nor stop an implementation from taking
such a precaution.
Implementations need to follow best practices on how to protect
against all side-channel attacks, not just attacks that exploits
determinism, see for example [BSI].
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5. TODOs and Other Considerations
o EdDSA hedge construction - It should be discussed what the best
construction is for achieving protection against fault and side-
channel attacks, simplicity and ease of implementation, as well as
efficiency. For reference the construction in [XEdDSA] is
SHA-512(dom2(F, C) || prefix || PH(M) || Z)
where Z is 64 octets of random data. The construction suggested
in [SBBDS17] is
SHA-512(dom2(F, C) || prefix || 000... || Z || PH(M))
where the number of zeroes is chosen so that the first 1024-bit
block is composed only of the hashed private key and the random
value, but not the message. E.g. 80 bytes of zeroes and 16 octets
of random data. There might be reasons to have different
constructions for Ed25519 (SHA-512) and Ed448 (SHAKE256).
o ECDSA hedge construction - The current construction for ECDSA is
modelled after the construction for EdDSA. There might be reasons
to have different constructions for EdDSA and deterministic ECDSA
as ECDSA can be used with any hash function (e.g. SHA-2 or SHAKE)
and the construction in [RFC6979] uses HMAC. NIST is planning to
approve SHAKE for use in ECDSA [Draft-186-5]. Deterministic ECDSA
would then use HMAC-SHAKE instead of the more optimal KMAC, but it
is not clear if an update is worth doing, or if people should be
adviced to move to EdDSA instead. But, even if EdDSA is superior
to ECDSA, ECDSA is widely deployed and will be used for a long
time. Small changes that are compatible with existing signature
verification implementations are worth doing.
o Amount of randomness - The current construction uses 32 bytes of
randomness for Ed25519. XEdDSA uses 64 bytes of randomness which
might be overkill. As discussed in [SBBDS17], the amount of
randomness needed depends on the targeted security level. 32 bytes
of randomness should be enough for Ed448 and 16 bytes of
randomness should be enough for Ed25519. Even less than that is
likely sufficient to prevent practical attacks.
o EdDSA hash algorithm - For protection against side-channel
attacks, the use of SHA-512 may not be optimal. [SBBDS17] states
that protection against side-channel attacks would be easier and
more robust with a hash function like SHAKE128, but this may not
matter when randomness is added. The use of SHA-512 in Ed25519 is
suitable for software implementations in web servers and may not
be optimal for embedded IoT devices and smart cards as it likely
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requires them to implement one more cryptographic hash algorithms.
If CFRG decides to do an update to RFC 8032 addressing IoT devices
vulnerable to fault injection and side-channel attacks it should
be considered if other changes should be made as well. Currently,
most embedded IoT devices implements SHA-256, but in the future
they may implement a sponge function like Keccak or Gimli and use
that to construct XOF, PRF, and AEAD. Ed25519 with Keccak is
discussed in [I-D.moskowitz-small-crypto] and Ed25519 with Gimli
is implemented in [libHydrogen]. NIST is planning to approve
SHAKE for use in ECDSA [Draft-186-5]. Using a XOF like
SHAKE128(..., 64)
instead of SHA-512 in Ed25519 would be straightforward, while
using SHA-256 would require more invocations of the hash function
like
SHA-256(... || 0x00) || SHA-256(... || 0x01)
6. References
6.1. Normative References
[FIPS-186-4]
Department of Commerce, National., "Digital Signature
Standard (DSS)", NIST FIPS PUB 186-4 , July 2013,
<https://nvlpubs.nist.gov/nistpubs/FIPS/
NIST.FIPS.186-4.pdf>.
[I-D.irtf-cfrg-randomness-improvements]
Cremers, C., Garratt, L., Smyshlyaev, S., Sullivan, N.,
and C. Wood, "Randomness Improvements for Security
Protocols", draft-irtf-cfrg-randomness-improvements-10
(work in progress), February 2020.
[RFC6979] Pornin, T., "Deterministic Usage of the Digital Signature
Algorithm (DSA) and Elliptic Curve Digital Signature
Algorithm (ECDSA)", RFC 6979, DOI 10.17487/RFC6979, August
2013, <https://www.rfc-editor.org/info/rfc6979>.
[RFC8032] Josefsson, S. and I. Liusvaara, "Edwards-Curve Digital
Signature Algorithm (EdDSA)", RFC 8032,
DOI 10.17487/RFC8032, January 2017,
<https://www.rfc-editor.org/info/rfc8032>.
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6.2. Informative References
[ABFJLM17]
Ambrose, C., Bos, J., Fay, B., Joye, M., Lochter, M., and
B. Murray, "Differential Attacks on Deterministic
Signatures", October 2017,
<https://eprint.iacr.org/2017/975>.
[AOTZ19] Aranha, D., Orlandi, C., Takahashi, A., and G. Zaverucha,
"Security of Hedged Fiat-Shamir Signatures under Fault
Attacks", September 2019,
<https://eprint.iacr.org/2019/956>.
[BCPST14] Batina, L., Chmielewski, L., Papachristodoulou, L.,
Schwabe, P., and M. Tunstall, "Online Template Attacks",
December 2014, <http://citeseerx.ist.psu.edu/viewdoc/
download?doi=10.1.1.854.7836&rep=rep1&type=pdf>.
[BP16] Barenghi, A. and G. Pelosi, "A Note on Fault Attacks
Against Deterministic Signature Schemes (Short Paper)",
September 2016, <https://link.springer.com/
chapter/10.1007/978-3-319-44524-3_11>.
[BSI] Bundesamt fuer Sicherheit in der Informationstechnik, .,
"Minimum Requirements for Evaluating Side-Channel Attack
Resistance of Elliptic Curve Implementations", November
2016,
<https://www.bsi.bund.de/SharedDocs/Downloads/DE/BSI/
Zertifizierung/Interpretationen/
AIS_46_ECCGuide_e_pdf.pdf?__blob=publicationFile>.
[Draft-186-5]
National Institute of Standards and Technology (NIST), .,
"FIPS PUB 186-5 (Draft)", October 2019,
<https://nvlpubs.nist.gov/nistpubs/FIPS/
NIST.FIPS.186-5-draft.pdf>.
[FG19] Fischlin, M. and F. Guenther, "Modeling Memory Faults in
Signature and Encryption Schemes", September 2019,
<https://eprint.iacr.org/2019/1053>.
[I-D.moskowitz-small-crypto]
Moskowitz, R. and L. Xia, "Small Crypto for Small IOT",
draft-moskowitz-small-crypto-00 (work in progress),
October 2017.
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[libHydrogen]
"The Hydrogen library", n.d.,
<https://github.com/jedisct1/libhydrogen>.
[libSodium]
"The Sodium library", n.d.,
<https://github.com/jedisct1/libsodium>.
[Minerva19]
Centre for Research on Cryptography and Security (CRoCS),
., "Minerva", October 2019,
<https://minerva.crocs.fi.muni.cz/>.
[Notice-186-5]
National Institute of Standards and Technology (NIST), .,
"Request for Comments on FIPS 186-5 and SP 800-186",
October 2019, <https://www.federalregister.gov/
documents/2019/10/31/2019-23742/request-for-comments-on-
fips-186-5-and-sp-800-186>.
[Plundervolt19]
Murdock, K., Oswald, D., Garcia, F., Van Bulck, J., Gruss,
D., and F. Piessens, "How a little bit of undervolting can
cause a lot of problems", December 2019,
<https://plundervolt.com/>.
[PSSLR17] Poddebniak, D., Somorovsky, J., Schinzel, S., Lochter, M.,
and P. Roesler, "Attacking Deterministic Signature Schemes
using Fault Attacks", October 2017,
<https://eprint.iacr.org/2017/1014>.
[RFC8037] Liusvaara, I., "CFRG Elliptic Curve Diffie-Hellman (ECDH)
and Signatures in JSON Object Signing and Encryption
(JOSE)", RFC 8037, DOI 10.17487/RFC8037, January 2017,
<https://www.rfc-editor.org/info/rfc8037>.
[RFC8080] Sury, O. and R. Edmonds, "Edwards-Curve Digital Security
Algorithm (EdDSA) for DNSSEC", RFC 8080,
DOI 10.17487/RFC8080, February 2017,
<https://www.rfc-editor.org/info/rfc8080>.
[RFC8152] Schaad, J., "CBOR Object Signing and Encryption (COSE)",
RFC 8152, DOI 10.17487/RFC8152, July 2017,
<https://www.rfc-editor.org/info/rfc8152>.
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[RFC8208] Turner, S. and O. Borchert, "BGPsec Algorithms, Key
Formats, and Signature Formats", RFC 8208,
DOI 10.17487/RFC8208, September 2017,
<https://www.rfc-editor.org/info/rfc8208>.
[RFC8225] Wendt, C. and J. Peterson, "PASSporT: Personal Assertion
Token", RFC 8225, DOI 10.17487/RFC8225, February 2018,
<https://www.rfc-editor.org/info/rfc8225>.
[RFC8387] Sethi, M., Arkko, J., Keranen, A., and H. Back, "Practical
Considerations and Implementation Experiences in Securing
Smart Object Networks", RFC 8387, DOI 10.17487/RFC8387,
May 2018, <https://www.rfc-editor.org/info/rfc8387>.
[RFC8391] Huelsing, A., Butin, D., Gazdag, S., Rijneveld, J., and A.
Mohaisen, "XMSS: eXtended Merkle Signature Scheme",
RFC 8391, DOI 10.17487/RFC8391, May 2018,
<https://www.rfc-editor.org/info/rfc8391>.
[RFC8410] Josefsson, S. and J. Schaad, "Algorithm Identifiers for
Ed25519, Ed448, X25519, and X448 for Use in the Internet
X.509 Public Key Infrastructure", RFC 8410,
DOI 10.17487/RFC8410, August 2018,
<https://www.rfc-editor.org/info/rfc8410>.
[RFC8411] Schaad, J. and R. Andrews, "IANA Registration for the
Cryptographic Algorithm Object Identifier Range",
RFC 8411, DOI 10.17487/RFC8411, August 2018,
<https://www.rfc-editor.org/info/rfc8411>.
[RFC8419] Housley, R., "Use of Edwards-Curve Digital Signature
Algorithm (EdDSA) Signatures in the Cryptographic Message
Syntax (CMS)", RFC 8419, DOI 10.17487/RFC8419, August
2018, <https://www.rfc-editor.org/info/rfc8419>.
[RFC8420] Nir, Y., "Using the Edwards-Curve Digital Signature
Algorithm (EdDSA) in the Internet Key Exchange Protocol
Version 2 (IKEv2)", RFC 8420, DOI 10.17487/RFC8420, August
2018, <https://www.rfc-editor.org/info/rfc8420>.
[RFC8422] Nir, Y., Josefsson, S., and M. Pegourie-Gonnard, "Elliptic
Curve Cryptography (ECC) Cipher Suites for Transport Layer
Security (TLS) Versions 1.2 and Earlier", RFC 8422,
DOI 10.17487/RFC8422, August 2018,
<https://www.rfc-editor.org/info/rfc8422>.
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[RFC8446] Rescorla, E., "The Transport Layer Security (TLS) Protocol
Version 1.3", RFC 8446, DOI 10.17487/RFC8446, August 2018,
<https://www.rfc-editor.org/info/rfc8446>.
[RFC8463] Levine, J., "A New Cryptographic Signature Method for
DomainKeys Identified Mail (DKIM)", RFC 8463,
DOI 10.17487/RFC8463, September 2018,
<https://www.rfc-editor.org/info/rfc8463>.
[RFC8550] Schaad, J., Ramsdell, B., and S. Turner, "Secure/
Multipurpose Internet Mail Extensions (S/MIME) Version 4.0
Certificate Handling", RFC 8550, DOI 10.17487/RFC8550,
April 2019, <https://www.rfc-editor.org/info/rfc8550>.
[RFC8554] McGrew, D., Curcio, M., and S. Fluhrer, "Leighton-Micali
Hash-Based Signatures", RFC 8554, DOI 10.17487/RFC8554,
April 2019, <https://www.rfc-editor.org/info/rfc8554>.
[RFC8591] Campbell, B. and R. Housley, "SIP-Based Messaging with
S/MIME", RFC 8591, DOI 10.17487/RFC8591, April 2019,
<https://www.rfc-editor.org/info/rfc8591>.
[RFC8608] Turner, S. and O. Borchert, "BGPsec Algorithms, Key
Formats, and Signature Formats", RFC 8608,
DOI 10.17487/RFC8608, June 2019,
<https://www.rfc-editor.org/info/rfc8608>.
[RFC8624] Wouters, P. and O. Sury, "Algorithm Implementation
Requirements and Usage Guidance for DNSSEC", RFC 8624,
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<https://www.rfc-editor.org/info/rfc8624>.
[RowHammer14]
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[TPM-Fail19]
Moghimi, D., Sunar, B., Eisenbarth, T., and N. Heninge,
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Acknowledgments
The authors want to thank TBD for their valuable comments and
feedback.
Authors' Addresses
John Preuss Mattsson
Ericsson
Email: john.mattsson@ericsson.com
Erik Thormarker
Ericsson
Email: erik.thormarker@ericsson.com
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Sini Ruohomaa
Ericsson
Email: sini.ruohomaa@ericsson.com
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