Secret leaks often occur when a sensitive piece of authentication data is stored with the source code of an application. Considering the source code is intended to be deployed across multiple assets, including source code repositories or application hosting servers, the secrets might get exposed to an unintended audience.

Why is this an issue?

In most cases, trust boundaries are violated when a secret is exposed in a source code repository or an uncontrolled deployment environment. Unintended people who don’t need to know the secret might get access to it. They might then be able to use it to gain unwanted access to associated services or resources.

The trust issue can be more or less severe depending on the people’s role and entitlement.

What is the potential impact?

Databricks access tokens act as an authentication mechanism for users who need programmatic access to data. If an access token is disclosed, anyone with access to that token will be able to access the data as if they were the associated user.

Below are some real-world scenarios that illustrate some impacts of an attacker exploiting the access token.

Compromise of sensitive data

If the affected service is used to store or process personally identifiable information or other sensitive data, attackers knowing an authentication secret could be able to access it. Depending on the type of data that is compromised, it could lead to privacy violations, identity theft, financial loss, or other negative outcomes.

In most cases, a company suffering a sensitive data compromise will face a reputational loss when the security issue is publicly disclosed.

Disclosure of financial data

When an attacker gains access to an organization’s financial information, it can have severe consequences for the organization. One of the primary concerns is the potential leakage of sensitive financial data. This information may include bank account details, credit card information, or confidential financial reports. If this data falls into the wrong hands, it can be used for malicious purposes such as identity theft, unauthorized access to financial accounts, or even blackmail.

The disclosure of financial information can also lead to a loss of confidence and damage the organization’s reputation with its stakeholders. Customers, partners, and investors place trust in organizations to protect their financial data. In case of a breach, customers may be hesitant to continue doing business with this company, leading to a loss of revenue and market share. Similarly, partners and investors may reconsider their long-term collaborations or investments due to concerns about the organization’s overall security posture.

Breach of trust in non-repudiation and disruption of the audit trail

When such a secret is compromised, malicious actors might have the possibility to send malicious event objects, causing discrepancies in the audit trail. This can make it difficult to trace and verify the sequence of events, impacting the ability to investigate and identify unauthorized or fraudulent activity.

All in all, this can lead to problems in proving the validity of transactions or actions performed, potentially leading to disputes and legal complications.

How to fix it

Revoke the secret

Revoke any leaked secrets and remove them from the application source code.

Before revoking the secret, ensure that no other applications or processes are using it. Other usages of the secret will also be impacted when the secret is revoked.

Use a secret vault

A secret vault should be used to generate and store the new secret. This will ensure the secret’s security and prevent any further unexpected disclosure.

Depending on the development platform and the leaked secret type, multiple solutions are currently available.

Code examples

Noncompliant code example

props.set("databricks.access-token", "dapi4da03f5d1a0b235bed4c8edb2650a012") // Noncompliant

Compliant solution

props.set("databricks.access-token", System.getenv("DATABRICKS_TOKEN"))

Resources

Standards