8 Security & Auditing

8.1 API Security

8.1.1 Preventing Brute Force & Dictionary Attacks

By default, RStudio Connect allows as many login attempts as it can handle from any source when using the PAM, LDAP, and Password authentication providers. Users will be able to log in directly by entering their user name and password.

Setting the Authentication.ChallengeResponseEnabled flag to true enables a CAPTCHA form in the login screen, and requires that CAPTCHA be solved in order to authenticate. Both visual and audio CAPTCHA challenges are provided for accessibility needs.

8.2 Browser Security

There are a variety of security settings that can be configured in RStudio Connect. Some of these settings are enabled by default but can be customized while others are opt-in. Below are some of the security features worth considering.

8.2.1 Web Sudo Mode

When a user performs a sensitive operation in a web browser (such as creating a new API key), they will be asked to reenter their login credentials. Once the user enters their password properly, their session will enter a privileged state internally referred to as “web sudo mode” which will allow them to perform these sensitive operations for a certain window of time without entering their password again. Note that this privileged mode is a notion purely internal to RStudio Connect and entirely unrelated to the server’s actual sudo or PAM settings.

This feature is not available on servers configured to use proxied authentication or Google OAuth2, as these providers don’t have a mechanism for reprompting the user for their password.

For all other authentication providers, the WebSudoMode and WebSudoModeDuration configuration options are available within the section pertaining to that provider. If WebSudoMode is set to false, then this protection is disabled; effectively, all authenticated users are always in privileged mode. WebSudoModeDuration controls the length of time for which a user stays in this privileged mode. For password authentication, for example, you could configure:

WebSudoMode = true
WebSudoModeDuration = 10m

In this case, users would be prompted for their password before performing sensitive actions, then would be allowed to continue performing sensitive actions for up to 10 minutes without additional prompts. After that point, any sensitive actions would require entering their password again.

Regardless of the setting, web sudo mode will never affect calls made outside of a browser using a token or an API key.

8.2.2 Guaranteeing HTTPS

If you can guarantee that your server should only ever be accessed over a TLS/SSL connection (HTTPS), then you can consider enabling the HTTPS.Permanent setting. This elevates the security of your server by requiring that future interactions between your users and this server must be encrypted.

Enabling this setting may keep users from being able to access your RStudio Connect instance if you later disable HTTPS or if your certificate expires. Use this setting only if you will permanently provide a valid TLS/SSL certificate on this server.

Behind the scenes, this makes two changes:

  1. Introduces HTTP Strict Transport Security (HSTS) by adding a Strict-Transport-Security HTTP header with a max-age set to 30 days. HSTS ensures that your users’ browsers will not trust a service hosted at this location unless it is protected with a trusted TLS/SSL certificate.
  2. Enforces the Secure flag on cookies that are set. This prohibits your users’ browsers from sending their RStudio Connect cookies to a server without an HTTPS-secured connection.

8.2.3 Using a Secure Proxy

If you would prefer that the RStudio Connect process not have access to your TLS/SSL certificates, you may wish to configure a proxy to handle HTTPS requests. To accomplish this:

  • Ensure that your Server.Address is set to the proxy address and uses the https scheme.
  • Set HTTP.ForceSecure to true, which will set the Secure flag on all cookies.
  • Set HTTP.NoWarning to true to suppress the warning regarding running RStudio Connect over an unsecured connection, because the connection between the client and the proxy will be secured.
  • If necessary, enable the HTTPRedirect.Listen option to redirect proxied plain HTTP connections to HTTPS.

NOTE: Because the connection between the proxy and RStudio Connect is not secured in this case, please ensure that the proxy and RStudio Connect are connecting on a trusted network where an adversary would not be able to capture plain text credentials. For example, many cloud providers allow isolating servers from the internet while permitting load balancers to access them. Please see your cloud provider’s documentation for more details.

8.2.4 Content Sniffing

The Server.ContentTypeSniffing setting can be used to configure HTTP responses with the X-Content-Type-Options header. This header can protect your users from a certain class of malicious uploads.

When Server.ContentTypeSniffing is disabled (the default), the X-Content-Type-Options HTTP header is given the value of nosniff. This instructs browsers not to inspect the content in an attempt to identify its type.

When Server.ContentTypeSniffing is enabled, the X-Content-Type-Options HTTP header is not sent; browsers are free to analyze the content to detect its type.

8.2.5 Content Embedding

The X-Frame-Options HTTP header is used to control what content can be embedded inside other content in a web browser. The relevant attack is commonly referred to as a “clickjack attack” and involves having your users interact with a sensitive service without their knowledge.

For the purposes of the X-Frame-Options header, RStudio Connect distinguishes between “dashboard” and “user” content. Dashboard content are any of the internal services or assets that are shipped with RStudio Connect. User content is anything uploaded by a user (reports, Shiny applications, Plumber APIs, etc.)

Server.FrameOptionsContent configures the X-Frame-Options header value for user-uploaded content. By default it is empty, meaning that the header will not be set. This allows user-provided content to be embedded in iframes from any location. If you do not intend for others to embed user content on their sites, you can set this to a value of SAMEORIGIN to ensure that only sites on the same server will be able to embed your users’ content. The RStudio Connect dashboard itself uses iframes to present user content in the dashboard, so it is not recommended to set this option to DENY.

Server.FrameOptionsDashboard configures the X-Frame-Options header value for internal services and assets provided with RStudio Connect and defaults to a value of DENY. This means that other sites will not be able to embed the RStudio Connect dashboard. This setting is more secure in that it protects against clickjacking attacks against the dashboard, but if you plan to embed the dashboard elsewhere you may need to tune this setting.

Some advertised values for this header are not supported across all browsers. RStudio Connect does not restrict the values of these headers.

8.2.6 Custom Headers

If you need to include additional HTTP headers that are not covered by any of the above features, you can include your own custom headers on all responses from RStudio Connect using the Server.CustomHeader setting.

This feature can be used to accommodate various other security practices that are not explicitly available as options elsewhere in Connect. For instance, X-XSS-Protection, Content Security Policy (CSP), HTTP Public Key Pinning (HPKP), and Cross-origin Resource Sharing (CORS) could all be configured using custom headers.

Custom headers are added to the HTTP response early during request processing. Values may later be overwritten or modified by other header settings. This includes both the security preferences described earlier in this chapter and other headers used internally by RStudio Connect, by Plumber, or by Shiny. You should not depend on a custom header that conflicts with a header already in use by RStudio Connect.

The Server.CustomHeader takes a value of the header name and its value separated by a colon. Whitespace surrounding the header name and its value are trimmed. You can use this setting multiple times as in the following example:

CustomHeader = “HeaderA: some value” 
CustomHeader = “HeaderB: another value” 

8.3 Audit Logs

RStudio Connect records information about changes to the system. These events can later be retrieved for auditing purposes.

This table contains the event types logged by the auditing system:

Event Description
add_user Create a user
edit_user Change an existing user
update_lock_user Set or remove a lock for an existing user
add_application Add new content
upload_bundle Upload a bundle for a content
deploy_application Deploy content to the server. Content may need to be published after deployment.
edit_application Change content settings
remove_application Delete content
activate_token Activate a token. Tokens are used by the rsconnect package to authenticate a user.
add_group Create a group
remove_group Delete a group
add_group_member Add a user to a group
remove_group_member Remove a user from a group
assign_user_app_role Give a user view or edit access to content
remove_user_app_role Remove a user from view or edit access list
assign_group_app_role Give a group view or edit access to content
remove_group_app_role Remove a group from view or edit access list
clear_app_viewer_acl Change from a specific list of viewers to “just me”
add_api_key Add API key
remove_api_key Remove API key
add_vanity Add vanity URL
update_vanity Update vanity URL
remove_vantiy Remove vanity URL
remove_bundle Remove a bundle
download_bundle Download a bundle
add_tag Create a tag/category
remove_tag Delete a tag/category
update_tag Update a tag/category
assign_tag_to_parent Associate a tag with some parent tag/category
add_app_tag Associate a tag with content
remove_app_tag Disassociate a tag with content
updated_environment_variables Change to application environment variables

8.3.1 Audit Logs Command-Line Interface

See Appendix B for more information on using the usermanager CLI to dump audit logs.

8.4 Application Environment Variables

User-specified environment variables for applications are encrypted on-disk and in-memory. They are decrypted only when a process is about to be started.