Why Authorization Sprawl Is the Next Big Security Blind Spot and How to Fix It

4 min read

Authorization Sprawl, What is Authorization SprawlDespite major investments in cybersecurity, organizations continue to face breaches. Most security mechanisms implemented guard against threats such as password theft. However, there is a growing concern with the unchecked expansion of user access, permissions, and tokens across apps, clouds, and systems.

This growing challenge is known as authorization sprawl, and it is becoming one of the most dangerous and least visible threats in modern enterprise security.

According to insights from the SANS keynote at the RSAC 2025 Conference, attackers are increasingly exploiting this sprawl to gain legitimate, persistent access that bypasses multifactor authentication (MFA), security information and event management (SIEM) alerts, and endpoint detection and response (EDR) visibility altogether.

What is Authorization Sprawl?

Authorization sprawl occurs when access permissions multiply uncontrollably across systems, users, and applications. Every time a team or department adds a new SaaS integration, service account, or API key, another layer of permission is introduced.

In an attempt to make access to multiple applications easy, users also have single sign-on (SSO), designed to help log in once and access multiple applications securely. Here, users are granted access to several connected systems through SSO, adding to the authorization sprawl problem.

Over time, all these factors create a complex ecosystem that even security teams have a hard time tracing who can access what.

Unlike authentication, which verifies who someone is, authorization determines what one can do. When permissions expand without review, attackers take advantage of forgotten tokens, dormant accounts, or outdated roles to move freely inside systems.

Why Traditional Defenses Miss It

Most defenses focus on identity verification, such as MFA, conditional access, and endpoint protection. But once a user is authenticated, there is no monitoring. This is the blind spot that attackers exploit. Instead of breaking in, they log in using legitimate session tokens, application programming interface (API) keys, or open authorization (OAuth) grants.

The misuse of valid credentials or access tokens enables cloud-related breaches. These attacks bypass traditional detection tools because they appear to be normal activity by authorized users.

A recent incident involving Salesloft’s Drift application highlights how damaging authorization sprawl can be. Drift, an AI chatbot often integrated with Salesforce, was exploited after attackers gained access to Salesloft’s GitHub account and later its AWS environment. From there, they stole OAuth tokens and authentication credentials, exposing Salesforce data from potentially hundreds of organizations. This incident is an example of how interconnected SaaS systems and unchecked authorization links can create a cascading breach effect, where one weak point leads to multiple breaches across services.

The Business Impact of Authorization Sprawl

Aside from increasing technical risk, authorization sprawl erodes compliance, governance, and trust.

  1. Regulatory Exposure – Frameworks like GDPR, SOC 2, and HIPAA require strict access control and auditability. Untracked permissions make demonstrating compliance nearly impossible.
  2. Operational Risk – An overprivileged account can unintentionally leak data, delete configurations, or expose APIs.
  3. False Sense of Security – Zero Trust frameworks often stop at identity verification. Failing to continuously validate authorization is equivalent to protecting the front door while leaving internal doors wide open.

How to Fix Authorization Sprawl

Luckily, solving this problem does not require removing existing security controls but rather extending visibility and discipline into authorization.

  1. Conduct Regular Access Audits – Map users, roles, and permissions across your environment. Be sure to look for redundant privileges, dormant accounts, and orphaned API keys. Use tools that help visualize hidden paths and privilege escalation routes.
  2. Implement Structured Access Control – Use frameworks like role-based access control (RBAC) or attribute-based access control (ABAC). Standardizing roles ensures fewer exceptions and easier auditing.
  3. Automate Reviews and Revocations – Integrate identity and access management (IAM) with HR systems so access automatically changes when employees leave or change roles. This helps eliminate the temporary access that never gets removed.
  4. Shorten Token Lifetimes and Rotate Credentials – Session tokens and personal access tokens (PATs) should have an expiration period, such as 30 to 90 days. Using automated key rotation policies will help prevent long-lived access tokens from becoming backdoors.
  5. Enforce the Principle of Least Privilege – Grant users and systems only the minimum access needed.
  6. Extend Zero Trust to Authorization – Verification shouldn’t end with login. Apply continuous authorization checks.

Conclusion

As cloud ecosystems, APIs, and integrations continue to multiply, authorization complexity will grow exponentially. Businesses that invest in mapping and controlling authorization sprawl will stay ahead of both attackers and regulators. In cybersecurity, visibility equals control, and this begins with knowing exactly who can do what.

Understanding Contribution Margin After Marketing

3 min read

Contribution Margin After Marketing (CMAM)Contribution margin after marketing (CMAM) measures how much money is generated per unit retailed after factoring in a company’s variable costs, along with marketing costs.

It’s analogous with contribution margin, however, a business must factor in marketing costs the company experiences when publicizing a good to likely consumers with details on the business’ wares. This metric determines how well net sales can satisfy expense obligations and what percentage of net sales may remain to satisfy fixed expenses.

Comparing Variable Versus Fixed Costs

Variable costs, as the name implies, are expenses that rise and fall according to output quantities. Fixed costs, conversely, are expenses that don’t change despite variation of production quantities. Understanding these concepts is helpful when calculating CMAM to see how both types of expenses impact the different calculations.

CMAM = Sales Revenue – Variable Costs – Marketing Expense

It can also be determined on a per-unit basis to help a business understand how a single product unit contributes to the company’s comprehensive profits. One can calculate the CMPU (contribution margin per unit) as follows to provide a more granular analysis:

CMAM/Unit = Sales Revenue/Unit – Variable Expenses/Unit – Marketing Expense/Unit

What separates variable costs (including marketing expenses) from the sales revenue is CMAM. The balance is profit along with fixed costs. To calculate if a business saw a net loss or profit, the formula is:

Net Operating Profit = CMAM – fixed costs

If a profit is reported after subtracting variable costs, costs to market, plus fixed costs, it means a business or specific department is profitable. If it’s negative, the business sees a loss that won’t enable it to pay its bills.

Illustrating CMAM

When it comes to a company producing widgets, the following is already known. Variable costs for production for a single widget are detailed below:

  • $2.25 for unprocessed inputs
  • $1.80 firsthand production expenses
  • $0.50 power
  • $0.40 freight expenses
  • $4,500 business equipment rentals
  • $6,000 factory rent
  • $30,000 management salary
  • $10,000 marketing costs

Each widget costs $10, and the business sold 30,000 last year. Therefore, it’s calculated as follows:

CMAM = Sales Revenue – Variable Costs – Marketing Expense

Sales Revenue = $10 x 30,000 = $300,000

Variable Costs = ($2.25 + $1.80 + $0.50+ $0.40) x 30,000 = $4.95 x 30,000 = $148,500

CMAM = $300,000 = $148,500

The next step is to calculate net operating loss or profit: we take CMAM ($148,500), then subtract fixed costs:

$148,500 – ($4,500 + $6,000 + $30,000)

$148,500 – $40,500 = $108,000

Based on that calculation, the company producing widgets realized $108,000 for its net operating profit last year. The next section will discuss how businesses can use this information to improve their operations.

Using CMAM for Business Analysis

Managers use this metric to determine the viability of a product. If there are multiple iterations or options of a product, it can help managers determine which product sells the best and rank them if there are multiple versions of a widget. Businesses can analyze each unit’s contribution margin for each version of a widget to determine which versions provide the greatest option for profitability. Depending on the outcome, the company may choose to produce only the most profitable one or two widgets.  

When it comes to the CMAM, businesses that use it for analysis can increase their sales efficiency for the present and future.

Initial Look at the New Tax Form Schedule 1-A: Four Key Deductions for 2025

3 min read

Tax Form Schedule 1-AThe IRS has released draft Schedule 1-A, introducing four new temporary deductions within the One Big Beautiful Bill Act. If you are wondering what the new form looks like and how the calculations work, read on as we explore each below.

Modified Adjusted Gross Income (MAGI)

It is important to note that all four deductions require calculating your MAGI first, which determines eligibility and phaseout amounts for each deduction.

The Four New Deductions and How the Calculations Work

These deductions are all referred to on the schedule by their colloquial names, for example: “No Tax on Tips,” “No Tax on Overtime” and “No Tax on Car Loan Interest.” The sole exception, however, is popularly referred to as the “No Tax on Social Security” provision, which is called the “Enhanced Deduction for Seniors” on the form.

1. Tips Deduction

  • Maximum: $25,000 annually
  • Eligibility: Must receive qualified tips in customarily tipped occupations
  • Phaseout: Begins at $150,000 MAGI ($300,000 joint filers)
  • Rate: $100 reduction per $1,000 over threshold
  • Requirements: Valid Social Security number; married couples must file jointly

2. Overtime Deduction

  • Maximum: $12,500 single ($25,000 joint filers)
  • Eligibility: Only the premium portion of overtime pay (the “half” of time-and-a-half)
  • Phaseout: Same as tips deduction – begins at $150,000 MAGI
  • Rate: $100 reduction per $1,000 over threshold

3. Car Interest Deduction

  • Maximum: $10,000 annually
  • Eligibility: Interest on loans for new vehicles under 14,000 pounds and assembled in the United States
  • Phaseout: Begins at $100,000 MAGI ($200,000 joint filers)
  • Rate: $200 reduction per $1,000 over threshold
  • Requirements: Must provide VIN; loan must originate after Dec. 31, 2024

4. Enhanced Deduction for Seniors

  • Amount: $6,000 fixed deduction
  • Eligibility: All taxpayers (replaces “No Tax on Social Security” promise)
  • Phaseout: Begins at $75,000 MAGI ($150,000 joint filers)
  • Rate: 6 percent reduction of excess income over threshold

Key Points to Remember

  • All deductions are available whether you itemize or take the standard deduction
  • All require valid Social Security numbers
  • Married couples must file jointly to claim these benefits
  • Income limits mean higher earners receive reduced or no benefits
  • These are deductions, not exclusions – income is still reportable for state/local taxes

Final Steps

After you have calculated everything applicable for the four possible deductions, you will enter the total on the new line 13b on Form 1040. The total amount of the deductions entered here is removed from your income prior to calculating your tax. Remember, these are deductions and not credits, so they only reduce your taxable income and are not a direct reduction in your tax due.

You can see an example of the new draft Form 1040 illustrating this below.

Screenshot of new Form 1040

Conclusion and Draft from Status – and IRS Warning

The above provides guidance to taxpayers and professionals on how both the deductions calculations work and flow through Form 1040. The IRS warns, however, that the forms and instructions currently released are in draft form at this point. Before any forms or instructions can be released in their final state, they need to be approved by the OMB. It is not unusual for draft releases of instructions and publications to have some changes before their final release, even if only minor.