ACE Working Group F. Palombini
Internet-Draft Ericsson AB
Intended status: Standards Track M. Tiloca
Expires: June 23, 2019 RISE AB
December 20, 2018
Key Provisioning for Group Communication using ACE
draft-ietf-ace-key-groupcomm-00
Abstract
This document defines message formats and procedures for requesting
and distributing group keying material using the ACE framework, to
protect communications between group members.
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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This Internet-Draft will expire on June 23, 2019.
Copyright Notice
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document authors. All rights reserved.
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Table of Contents
1. Introduction . . . . . . . . . . . . . . . . . . . . . . . . 2
1.1. Terminology . . . . . . . . . . . . . . . . . . . . . . . 3
2. Overview . . . . . . . . . . . . . . . . . . . . . . . . . . 3
3. Authorization to Join a Group . . . . . . . . . . . . . . . . 5
3.1. Authorization Request . . . . . . . . . . . . . . . . . . 6
3.2. Authorization Response . . . . . . . . . . . . . . . . . 7
3.3. Token Post . . . . . . . . . . . . . . . . . . . . . . . 8
4. Key Distribution . . . . . . . . . . . . . . . . . . . . . . 8
4.1. Key Distribution Request . . . . . . . . . . . . . . . . 9
4.2. Key Distribution Response . . . . . . . . . . . . . . . . 10
5. Removal of a Node from the Group . . . . . . . . . . . . . . 12
5.1. Expired Authorization . . . . . . . . . . . . . . . . . . 12
5.2. Request to Leave the Group . . . . . . . . . . . . . . . 12
6. Retrieval of Updated Keying Material . . . . . . . . . . . . 13
6.1. Key Re-Distribution Request . . . . . . . . . . . . . . . 13
6.2. Key Re-Distribution Response . . . . . . . . . . . . . . 13
7. Retrieval of Public Keys for Group Members . . . . . . . . . 13
7.1. Public Key Request . . . . . . . . . . . . . . . . . . . 14
7.2. Public Key Response . . . . . . . . . . . . . . . . . . . 14
8. Security Considerations . . . . . . . . . . . . . . . . . . . 15
9. IANA Considerations . . . . . . . . . . . . . . . . . . . . . 15
10. References . . . . . . . . . . . . . . . . . . . . . . . . . 15
10.1. Normative References . . . . . . . . . . . . . . . . . . 15
10.2. Informative References . . . . . . . . . . . . . . . . . 16
Acknowledgments . . . . . . . . . . . . . . . . . . . . . . . . . 17
Authors' Addresses . . . . . . . . . . . . . . . . . . . . . . . 17
1. Introduction
This document expands the ACE framework [I-D.ietf-ace-oauth-authz] to
define the format of messages used to request, distribute and renew
the keying material in a group communication scenario, e.g. based on
multicast [RFC7390] or on publishing-subscribing
[I-D.ietf-core-coap-pubsub].
Profiles that use group communication can build on this document to
specify the selection of the message parameters defined in this
document to use and their values. Known applications that can
benefit from this document would be, for example, profiles addressing
group communication based on multicast [RFC7390] or publishing/
subscribing [I-D.ietf-core-coap-pubsub] in ACE.
If the application requires backward and forward security, updated
keying material is generated and distributed to the group members
(rekeying), when membership changes. A key management scheme
performs the actual distribution of the updated keying material to
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the group. In particular, the key management scheme rekeys the
current group members when a new node joins the group, and the
remaining group members when a node leaves the group. This document
provides a message format for group rekeying that allows to fulfill
these requirements. Rekeying mechanisms can be based on [RFC2093],
[RFC2094] and [RFC2627].
1.1. Terminology
The key words "MUST", "MUST NOT", "REQUIRED", "SHALL", "SHALL NOT",
"SHOULD", "SHOULD NOT", "RECOMMENDED", "MAY", and "OPTIONAL" in this
document are to be interpreted as described in [RFC2119]. These
words may also appear in this document in lowercase, absent their
normative meanings.
Readers are expected to be familiar with the terms and concepts
described in [I-D.ietf-ace-oauth-authz] and [RFC8152], such as
Authorization Server (AS) and Resource Server (RS).
2. Overview
+------------+ +-----------+
| AS | | KDC |
| | .-------->| |
+------------+ / +-----------+
^ /
| /
v / +-----------+
+------------+ / +------------+ |+-----------+
| Client |<-' | Dispatcher | ||+-----------+
| |<-------->| (RS) |<------->|| Group |
+------------+ +------------+ +| members |
+-----------+
Figure 1: Key Distribution Participants
The following participants (see Figure 1) take part in the
authorization and key distribution.
o Client (C): node that wants to join the group communication. It
can request write and/or read rights.
o Authorization Server (AS): same as AS in the ACE Framework; it
enforces access policies, and knows if a node is allowed to join
the group with write and/or read rights.
o Key Distribution Center (KDC): maintains the keying material to
protect group communications, and provides it to Clients
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authorized to join the group. During the first part of the
exchange (Section 3), it takes the role of the RS in the ACE
Framework. During the second part (Section 4), which is not based
on the ACE Framework, it distributes the keying material. In
addition, it provides the latest keying material to group members
when requested. If required by the application, the KDC renews
and re-distributes the keying material in the group when
membership changes.
o Dispatcher: entity through which the Clients communicate with the
group and which distributes messages to the group members.
Examples of dispatchers are: the Broker node in a pub-sub setting;
a relayer node for group communication that delivers group
messages as multiple unicast messages to all group members; an
implicit entity as in a multicast communication setting, where
messages are transmitted to a multicast IP address and delivered
on the transport channel.
This document specifies the message flows and formats for:
o Authorizing a new node to join the group (Section 3), and
providing it with the group keying material to communicate with
the other group members (Section 4).
o Removing of a current member from the group (Section 5).
o Retrieving keying material as a current group member (Section 6
and Section 7).
o Renewing and re-distributing the group keying material (rekeying)
upon a membership change in the group (Section 4.2 and Section 5).
Figure 2 provides a high level overview of the message flow for a
node joining a group communication setting.
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C AS KDC Dispatcher Group
| | | | Member
| | | | \ |
| Authorization Request | | | | Defined |
|----------------------------->| | | | in the ACE |
| | | | | framework |
| Authorization Response | | | | |
|<-----------------------------| | | | |
| | | | | |
|--------- Token Post ---------------->| | / |
| | | |
|---- Key Distribution Request ------->| | |
| | | |
|<--- Key Distribution Response ------ | --- Group Rekeying ----->|
| | |
|<================== Protected communication ===|================>|
| | |
Figure 2: Message Flow Upon New Node's Joining
The exchange of Authorization Request and Authorization Response
between Client and AS MUST be secured, as specified by the ACE
profile used between Client and KDC.
The exchange of Key Distribution Request and Key Distribution
Response between Client and KDC MUST be secured, as a result of the
ACE profile used between Client and KDC.
All further communications between the Client and the KDC MUST be
secured, for instance with the same security mechanism used for the
Key Distribution exchange.
All further communications between a Client and the other group
members MUST be secured using the keying material provided in
Section 4.
3. Authorization to Join a Group
This section describes in detail the format of messages exchanged by
the participants when a node requests access to a group. The first
part of the exchange is based on ACE [I-D.ietf-ace-oauth-authz].
As defined in [I-D.ietf-ace-oauth-authz], the Client requests from
the AS an authorization to join the group through the KDC (see
Section 3.1). If the request is approved and authorization is
granted, the AS provides the Client with a proof-of-possession access
token and parameters to securely communicate with the KDC (see
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Section 3.2). Communications between the Client and the AS MUST be
secured, and depends on the profile of ACE used.
Figure 3 gives an overview of the exchange described above.
Client AS KDC
| | |
|---- Authorization Request: POST /token ------>| |
| | |
|<--- Authorization Response: 2.01 (Created) ---| |
| | |
|----- POST Token: POST /authz-info --------------->|
| |
Figure 3: Message Flow of Join Authorization
3.1. Authorization Request
The Authorization Request sent from the Client to the AS is as
defined in Section 5.6.1 of [I-D.ietf-ace-oauth-authz] and MUST
contain the following parameters:
o 'grant_type', with value "client_credentials".
Additionally, the Authorization Request MAY contain the following
parameters, which, if included, MUST have the corresponding values:
o 'scope', with value the identifier of the specific group or topic
the Client wishes to access, and optionally the role(s) the Client
wishes to take. This value is a CBOR array encoded as a byte
string, which contains:
* As first element, the identifier of the specific group or
topic.
* Optionally, as second element, the role (or CBOR array of
roles) the Client wishes to take in the group.
The encoding of the group or topic identifier and of the role
identifiers is application specific.
o 'req_aud', as defined in Section 3.1 of
[I-D.ietf-ace-oauth-params], with value an identifier of the KDC.
o 'req_cnf', as defined in Section 3.1 of
[I-D.ietf-ace-oauth-params], optionally containing the public key
or the certificate of the Client, if it wishes to communicate that
to the AS.
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o Other additional parameters as defined in
[I-D.ietf-ace-oauth-authz], if necessary.
3.2. Authorization Response
The Authorization Response sent from the AS to the Client is as
defined in Section 5.6.2 of [I-D.ietf-ace-oauth-authz] and MUST
contain the following parameters:
o 'access_token', containing the proof-of-possession access token.
o 'cnf' if symmetric keys are used, not present if asymmetric keys
are used. This parameter is defined in Section 3.2 of
[I-D.ietf-ace-oauth-params] and contains the symmetric proof-of-
possession key that the Client is supposed to use with the KDC.
o 'rs_cnf' if asymmetric keys are used, not present if symmetric
keys are used. This parameter is as defined in Section 3.2 of
[I-D.ietf-ace-oauth-params] and contains information about the
public key of the KDC.
o 'exp', contains the lifetime in seconds of the access token. This
parameter MAY be omitted if the application defines how the
expiration time is communicated to the Client via other means, or
if it establishes a default value.
Additionally, the Authorization Response MAY contain the following
parameters, which, if included, MUST have the corresponding values:
o 'scope', which mirrors the 'scope' parameter in the Authorization
Request (see Section 3.1). Its value is a CBOR array encoded as a
byte string, containing:
* As first element, the identifier of the specific group or topic
the Client is authorized to access.
* Optionally, as second element, the role (or CBOR array of
roles) the Client is authorized to take in the group.
The encoding of the group or topic identifier and of the role
identifiers is application specific.
o Other additional parameters as defined in
[I-D.ietf-ace-oauth-authz], if necessary.
The access token MUST contain all the parameters defined above
(including the same 'scope' as in this message, if present, or the
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'scope' of the Authorization Request otherwise), and additionally
other optional parameters the profile requires.
When receiving an Authorization Request from a Client that was
previously authorized, and which still owns a valid non expired
access token, the AS can simply reply with an Authorization Response
including a new access token.
3.3. Token Post
The Client sends a CoAP POST request including the access token to
the KDC, as specified in section 5.8.1 of [I-D.ietf-ace-oauth-authz].
If the specific ACE profile defines it, the Client MAY use a
different endpoint than /authz-info at the KDC to post the access
token to. After successful verification, the Client is authorized to
receive the group keying material from the KDC and join the group.
Note that this step could be merged with the following message from
the Client to the KDC, namely Key Distribution Request.
4. Key Distribution
This section defines how the keying material used for group
communication is distributed from the KDC to the Client, when joining
the group as a new member.
If not previously established, the Client and the KDC MUST first
establish a pairwise secure communication channel using ACE. The
exchange of Key Distribution Request-Response MUST occur over that
secure channel. The Client and the KDC MAY use that same secure
channel to protect further pairwise communications, that MUST be
secured.
During this exchange, the Client sends a request to the AS,
specifying the group it wishes to join (see Section 4.1). Then, the
KDC verifies the access token and that the Client is authorized to
join that group; if so, it provides the Client with the keying
material to securely communicate with the member of the group (see
Section 4.2).
Figure 4 gives an overview of the exchange described above.
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Client KDC
| |
|---- Key Distribution Request: POST /group-id --->|
| |
|<--- Key Distribution Response: 2.01 (Created) ---|
| |
Figure 4: Message Flow of Key Distribution to a New Group Member
The same set of message can also be used for the following cases,
when the Client is already a group member:
o The Client wishes to (re-)get the current keying material, for
cases such as expiration, loss or suspected mismatch, due to e.g.
reboot or missed group rekeying. This is further discussed in
Section 6.
o The Client wishes to (re-)get the public keys of other group
members, e.g. if it is aware of new nodes joining the group after
itself. This is further discussed in Section 7.
Additionally, the format of the payload of the Key Distribution
Response (Section 4.2) can be reused for messages sent by the KDC to
distribute updated group keying material, in case of a new node
joining the group or of a current member leaving the group. The key
management scheme used to send such messages could rely on, e.g.,
multicast in case of a new node joining or unicast in case of a node
leaving the group.
Note that proof-of-possession to bind the access token to the Client
is performed by using the proof-of-possession key bound to the access
token for establishing secure communication between the Client and
the KDC.
4.1. Key Distribution Request
The Client sends a Key Distribution request to the KDC. This
corresponds to a CoAP POST request to the endpoint in the KDC
associated to the group to join. The endpoint in the KDC is
associated to the 'scope' value of the Authorization Request/
Response. The payload of this request is a CBOR Map which MAY
contain the following fields, which, if included, MUST have the
corresponding values:
o 'scope', with value the specific resource that the Client is
authorized to access (i.e. group or topic identifier) and role(s),
encoded as in Section 3.1.
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o 'get_pub_keys', if the Client wishes to receive the public keys of
the other nodes in the group from the KDC. The value is an empty
CBOR Array. This parameter may be present if the KDC stores the
public keys of the nodes in the group and distributes them to the
Client; it is useless to have here if the set of public keys of
the members of the group is known in another way, e.g. it was
provided by the AS.
o 'client_cred', with value the public key or certificate of the
Client. If the KDC is managing (collecting from/distributing to
the Client) the public keys of the group members, this field
contains the public key of the Client.
o 'pub_keys_repos', can be present if a certificate is present in
the 'client_cred' field, with value a list of public key
repositories storing the certificate of the Client.
4.2. Key Distribution Response
The KDC verifies the access token and, if verification succeeds,
sends a Key Distribution success Response to the Client. This
corresponds to a 2.01 Created message. The payload of this response
is a CBOR Map which MUST contain the following fields:
o 'key', used to send the keying material to the Client, as a
COSE_Key ([RFC8152]) containing the following parameters:
* 'kty', as defined in [RFC8152].
* 'k', as defined in [RFC8152].
* 'exp' (optionally), as defined below. This parameter is
RECOMMENDED to be included in the COSE_Key. If omitted, the
authorization server SHOULD provide the expiration time via
other means or document the default value.
* 'alg' (optionally), as defined in [RFC8152].
* 'kid' (optionally), as defined in [RFC8152].
* 'base iv' (optionally), as defined in [RFC8152].
* 'clientID' (optionally), as defined in
[I-D.ietf-ace-oscore-profile].
* 'serverID' (optionally), as defined in
[I-D.ietf-ace-oscore-profile].
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* 'kdf' (optionally), as defined in
[I-D.ietf-ace-oscore-profile].
* 'slt' (optionally), as defined in
[I-D.ietf-ace-oscore-profile].
* 'cs_alg' (optionally), containing the algorithm value to
countersign the message, taken from Table 5 and 6 of [RFC8152].
The parameter 'exp' identifies the expiration time in seconds after
which the COSE_Key is not valid anymore for secure communication in
the group. A summary of 'exp' can be found in Figure 5.
+------+-------+----------------+------------+-----------------+
| Name | Label | CBOR Type | Value | Description |
| | | | Registry | |
+------+-------+----------------+------------+-----------------+
| exp | TBD | Integer or | COSE Key | Expiration time |
| | | floating-point | Common | in seconds |
| | | number | Parameters | |
+------+-------+----------------+------------+-----------------+
Figure 5: COSE Key Common Header Parameter 'exp'
Optionally, the Key Distribution Response MAY contain the following
parameters, which, if included, MUST have the corresponding values:
o 'pub_keys', may only be present if 'get_pub_keys' was present in
the Key Distribution Request; this parameter is a COSE_KeySet (see
[RFC8152]), which contains the public keys of all the members of
the group.
o 'group_policies', with value a list of parameters indicating how
the group handles specific management aspects. This includes, for
instance, approaches to achieve synchronization of sequence
numbers among group members. The exact format of this parameter
is specific to the profile.
o 'mgt_key_material', with value the administrative keying material
to participate in the group rekeying performed by the KDC. The
exact format and content depend on the specific rekeying scheme
used in the group, which may be specified in the profile.
Specific profiles need to specify how exactly the keying material is
used to protect the group communication.
If the application requires backward security, the KDC SHALL generate
new group keying material and securely distribute it to all the
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current group members, using the message format defined in this
section. Application profiles may define alternative message
formats.
TBD: define for verification failure
5. Removal of a Node from the Group
This section describes at a high level how a node can be removed from
the group.
If the application requires forward security, the KDC SHALL generate
new group keying material and securely distribute it to all the
current group members but the leaving node, using the message format
defined in Section 4.2. Application profiles may define alternative
message formats.
5.1. Expired Authorization
If the node is not authorized anymore, the AS can directly
communicate that to the KDC. Alternatively, the access token might
have expired. If Token introspection is provided by the AS, the KDC
can use it as per Section 5.7 of [I-D.ietf-ace-oauth-authz], in order
to verify that the access token is still valid.
Either case, once aware that a node is not authorized anymore, the
KDC has to remove the unauthorized node from the list of group
members, if the KDC keeps track of that.
5.2. Request to Leave the Group
A node can actively request to leave the group. In this case, the
Client can send a request formatted as follows to the KDC, to abandon
the group.
TBD: Format of the message to leave the group
The KDC should then remove the leaving node from the list of group
members, if the KDC keeps track of that.
Note that, after having left the group, a node may wish to join it
again. Then, as long as the node is still authorized to join the
group, i.e. it has a still valid access token, it can re-request to
join the group directly to the KDC without needing to retrieve a new
access token from the AS. This means that the KDC needs to keep
track of nodes with valid access tokens, before deleting all
information about the leaving node.
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6. Retrieval of Updated Keying Material
A node stops using the group keying material upon its expiration,
according to the 'exp' parameter specified in the retained COSE Key.
Then, if it wants to continue participating in the group
communication, the node has to request new updated keying material to
the KDC.
The Client may perform the same request to the KDC also upon
receiving messages from other group members without being able to
correctly decrypt them. This may be due to a previous update of the
group keying material (rekeying) triggered by the KDC, that the
Client was not able to receive or decrypt.
Note that policies can be set up so that the Client sends a request
to the KDC only after a given number of unsuccessfully decrypted
incoming messages.
6.1. Key Re-Distribution Request
To request a re-distribution of keying material, the Client sends a
shortened Key Distribution Request to the KDC (Section 4.1),
formatted as follows. The payload MUST contain only the following
field:
o 'scope', which contains only the identifier of the specific group
or topic, encoded as in Section 3.1. That is, the role field is
not present.
6.2. Key Re-Distribution Response
The KDC receiving a Key Re-Distribution Request MUST check that it is
storing a valid access token from that client for that scope.
TODO: defines error response if it does not have it / is not valid.
The KDC replies to the Client with a Key Distribution Response
containing the 'key' parameter, and optionally 'group_policies' and
'mgt_key_material', as specified in Section 4.2. Note that this
response might simply re-provide the same keying material currently
owned by the Client, if it has not been renewed.
7. Retrieval of Public Keys for Group Members
In case the KDC maintains the public keys of group members, a node in
the group can contact the KDC to request public keys of either all
group members or a specified subset, using the messages defined
below.
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Figure 6 gives an overview of the exchange described above.
Client KDC
| |
|---- Public Key Request: POST /group-id --->|
| |
|<--- Public Key Response: 2.01 (Created) ---|
| |
Figure 6: Message Flow of Public Key Request-Response
Note that these messages can be combined with the Key Re-Distribution
messages in Section 6, to request at the same time the keying
material and the public keys. In this case, either a new endpoint at
the KDC may be used, or additional information needs to be sent in
the request payload, to distinguish these combined messages from the
Public Key messages described below, since they would be identical
otherwise.
7.1. Public Key Request
To request public keys, the Client sends a shortened Key Distribution
Request to the KDC (Section 4.1), formatted as follows. The payload
of this request MUST contain the following fields:
o 'get_pub_keys', which has as value a CBOR array including either:
* no elements, i.e. an empty array, in order to request the
public key of all current group members; or
* N elements, each of which is the identifier of a group member,
in order to request the public key of the specified nodes.
o 'scope', which contains only the identifier of the specific group
or topic, encoded as in Section 3.1. That is, the role field is
not present.
7.2. Public Key Response
The KDC replies to the Client with a Key Distribution Response
containing only the 'pub_keys' parameter, as specified in
Section 4.2. The payload of this response contains the following
field:
o 'pub_keys', which contains either:
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* the public keys of all the members of the group, if the
'get_pub_keys' parameter of the Public Key request was an empty
array; or
* the public keys of the group members with the identifiers
specified in the 'get_pub_keys' parameter of the Public Key
request.
The KDC ignores possible identifiers included in the 'get_pub_keys'
parameter of the Public Key request if they are not associated to any
current group member.
8. Security Considerations
The KDC must renew the group keying material upon its expiration.
The KDC should renew the keying material upon group membership
change, and should provide it to the current group members through
the rekeying scheme used in the group.
9. IANA Considerations
The following registration is required for the COSE Key Common
Parameter Registry specified in Section 16.5 of [RFC8152]:
o Name: exp
o Label: TBD
o CBOR Type: Integer or floating-point number
o Value Registry: COSE Key Common Parameters
o Description: Identifies the expiration time in seconds of the COSE
Key
o Reference: [[this specification]]
10. References
10.1. Normative References
[I-D.ietf-ace-oauth-authz]
Seitz, L., Selander, G., Wahlstroem, E., Erdtman, S., and
H. Tschofenig, "Authentication and Authorization for
Constrained Environments (ACE) using the OAuth 2.0
Framework (ACE-OAuth)", draft-ietf-ace-oauth-authz-17
(work in progress), November 2018.
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[I-D.ietf-ace-oauth-params]
Seitz, L., "Additional OAuth Parameters for Authorization
in Constrained Environments (ACE)", draft-ietf-ace-oauth-
params-01 (work in progress), November 2018.
[I-D.ietf-ace-oscore-profile]
Palombini, F., Seitz, L., Selander, G., and M. Gunnarsson,
"OSCORE profile of the Authentication and Authorization
for Constrained Environments Framework", draft-ietf-ace-
oscore-profile-05 (work in progress), November 2018.
[RFC2119] Bradner, S., "Key words for use in RFCs to Indicate
Requirement Levels", BCP 14, RFC 2119,
DOI 10.17487/RFC2119, March 1997,
<https://www.rfc-editor.org/info/rfc2119>.
[RFC8152] Schaad, J., "CBOR Object Signing and Encryption (COSE)",
RFC 8152, DOI 10.17487/RFC8152, July 2017,
<https://www.rfc-editor.org/info/rfc8152>.
10.2. Informative References
[I-D.ietf-core-coap-pubsub]
Koster, M., Keranen, A., and J. Jimenez, "Publish-
Subscribe Broker for the Constrained Application Protocol
(CoAP)", draft-ietf-core-coap-pubsub-05 (work in
progress), July 2018.
[RFC2093] Harney, H. and C. Muckenhirn, "Group Key Management
Protocol (GKMP) Specification", RFC 2093,
DOI 10.17487/RFC2093, July 1997,
<https://www.rfc-editor.org/info/rfc2093>.
[RFC2094] Harney, H. and C. Muckenhirn, "Group Key Management
Protocol (GKMP) Architecture", RFC 2094,
DOI 10.17487/RFC2094, July 1997,
<https://www.rfc-editor.org/info/rfc2094>.
[RFC2627] Wallner, D., Harder, E., and R. Agee, "Key Management for
Multicast: Issues and Architectures", RFC 2627,
DOI 10.17487/RFC2627, June 1999,
<https://www.rfc-editor.org/info/rfc2627>.
[RFC7390] Rahman, A., Ed. and E. Dijk, Ed., "Group Communication for
the Constrained Application Protocol (CoAP)", RFC 7390,
DOI 10.17487/RFC7390, October 2014,
<https://www.rfc-editor.org/info/rfc7390>.
Palombini & Tiloca Expires June 23, 2019 [Page 16]
Internet-Draft Key Provisioning for Group Communication December 2018
Acknowledgments
The following individuals were helpful in shaping this document: Ben
Kaduk, John Mattsson, Jim Schaad, Ludwig Seitz, Goeran Selander and
Peter van der Stok.
The work on this document has been partly supported by the EIT-
Digital High Impact Initiative ACTIVE.
Authors' Addresses
Francesca Palombini
Ericsson AB
Torshamnsgatan 23
Kista SE-16440 Stockholm
Sweden
Email: francesca.palombini@ericsson.com
Marco Tiloca
RISE AB
Isafjordsgatan 22
Kista SE-16440 Stockholm
Sweden
Email: marco.tiloca@ri.se
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