Deepfakes and Social Engineering: The New Face of CEO and CFO Fraud

4 min read

What is a Deepfakes and Social EngineeringTechnological advancements have ushered in a new era of cybercrime, with deepfakes and social engineering tactics at the forefront of fraudulent activities. CEO and CFO fraud has become increasingly widespread, posing significant threats to organizations worldwide.

Understanding CEO and CFO Fraud

CEO and CFO fraud involves cybercriminals impersonating executives to manipulate employees to transfer funds or sensitive information. These scams often rely on social engineering techniques to deceive unsuspecting victims. While traditional phishing emails used in business email compromise (BEC)might use generic language, sophisticated cybercriminals now leverage deepfakes to make their schemes more convincing. They exploit human trust and undermine traditional security measures.

The Rise of Deepfakes

Deepfakes are highly realistic manipulated media created using deep learning technology, often involving video or audio recordings that appear genuine. With the aid of generative artificial intelligence (AI) tools, deepfake technology has become increasingly sophisticated. This is because the synthetic media generated using AI can realistically replicate a person’s voice, appearance, and mannerisms. These advancements in AI technology have made it increasingly challenging to distinguish between real and manipulated content, amplifying the effectiveness of social engineering tactics.

It is worth noting that deepfakes alone are not enough to guarantee success for these scams. Social engineering plays a crucial role in manipulating victims and exploiting their vulnerabilities. The fraudsters deploy various tactics, including creating a sense of urgency, leveraging trust and authority, and targeting specific individuals with access to sensitive information or decision-making authority.

A notable instance of this fraud is that of a Hong Kong-based multinational firm that lost $25 million after being duped by a deepfake impersonation of their CFO. Using a realistic video call, the scammer instructed an employee to transfer the funds to a supposedly urgent business acquisition in China. Unfortunately, the employee was unaware of the deepfake and fell victim to the elaborate scam.

In another instance, a cybercriminal impersonated the CFO of a prominent financial institution using a deepfake audio recording. The fraudulent call, which sounded identical to the CFO’s voice, instructed an employee to disclose sensitive client information. Believing it was a legitimate request from the CFO, the employee complied, unintentionally compromising confidential data and exposing the organization to regulatory penalties and lawsuits.

Mitigating the Threat

Organizations must implement robust cybersecurity measures and employee training initiatives to deal with the rising threat of CEO and CFO fraud facilitated by deepfakes and social engineering. Below are some strategies to consider:

  • Employee education and awareness: Companies can hold regular training sessions to educate employees about the dangers of social engineering tactics and how to identify suspicious communications, including deepfake content. They also can encourage vigilance and emphasize the importance of verifying requests, especially those involving financial transactions or sensitive information.
  • Multi-factor authentication (MFA): Businesses are implementing MFA protocols for financial transactions and accessing sensitive data. By requiring multiple verification forms, such as passwords, biometrics or one-time codes, MFA adds an extra layer of security that can help hinder unauthorized access, even if credentials are compromised.
  • Strict verification procedures and zero-trust policy: Organizations can establish strict verification procedures for any requests involving changes to payment instructions or the disclosure of sensitive information. Employees must verify such requests through multiple channels, such as phone calls or in-person meetings.
  • Advanced detection technologies: Companies also might invest in advanced detection technologies capable of identifying deepfake content and other forms of manipulated media. These tools use AI algorithms to analyze multimedia content for signs of tampering or manipulation, helping organizations identify potential threats before they escalate.

As deepfake technology advances, these scams will likely become even more sophisticated and challenging to detect. As Gartner predicts, by 2026, identity verification and authentication solutions such as face biometrics could become unreliable due to AI-generated deepfakes. Therefore, it is crucial to acknowledge the broader implications of deepfakes and social engineering. Regulatory bodies, technology companies, and other concerned institutions must collaborate to develop comprehensive frameworks that address the ethical use of AI, establish clear guidelines for deepfake technology, and enhance overall cybersecurity resilience.

Conclusion

As deepfakes and social engineering tactics continue to evolve, the threat of CEO and CFO fraud is a real challenge for organizations of all sizes. Sophisticated technology and deceptive practices have made it easier than ever for cybercriminals to impersonate executives and manipulate employees into unknowingly facilitating fraudulent activities. Organizations must adopt proactive approaches to mitigate the risks associated with deep fake-enabled fraud and to safeguard their assets and reputations in an increasingly digital landscape.

Your February Financial To-Do List

3 min read

February Savings TipsJanuary has come and gone. You may or may not have stuck to your resolutions, but the good news is that February is here. Now is the perfect time to hunker down and get your monetary ducks in a row. Here are a few things to put on your agenda to get your financial house in order.

Pay Off Holiday Debt

Yes, it was fun to go shopping for holiday gifts, but those interest rates are high – you’ll want to pay your balances off as quickly as possible. And here’s a tip: you can make more than one payment per billing period. In other words, instead of waiting for your next paycheck, pay some of the balance now and some later. This will reduce the interest you’d pay if you waited two more weeks to pay in full. This way, you can actually pay your credit card bills more frequently and pay less over time. While you’re at it, look for lower interest rates and transfer those balances. All it takes is a Google search for “zero balance transfer credit card offers,” and you’ll find what you need in no time.

Start Working on Your Taxes

April will be here before you know it, so getting a jump on taxes is a smart idea. Also, filing early will give you more time to figure out how much you owe, if anything. If you want to take the guesswork out of preparing your taxes, you might consider hiring a tax professional. When you make your selection, ask for a price quote. Some tax preparers often want to see which forms you need before they work on your taxes, but you can still ask for a list of fees for various types of tax help to get a ballpark idea. Here’s a red flag: if someone says they’ll base your fees on a percentage of your refund, run away. This is a violation of IRS rules.

Get a Free Credit Report

All the big reporting companies – Equifax, Experian, and TransUnion – offer a free report one time every 12 months. So why not find out? When you see the truth of your credit report, it can motivate you to change some habits, like paying earlier, more often, and on time. No one likes late fees.

Save on a Gym Membership

In January, you probably got pummeled with lots of solicitations for a gym membership at low, low prices, but in February, the prices are even lower. If you don’t want to commit, you can sign up for a trial run. You can even negotiate a deal if you ask to speak to the manager. Finally, some gyms will offer you a deep discount if you agree to use the facilities during off-peak hours or on certain days. Flexibility is the key!

Buy Things on Deep Discount

With high prices and high-interest rates, it makes sense to check out all the price cuts on Consumer Reports. On this site, you’ll find all the good stuff: cars, home and garden supplies, appliances, electronics, and more.

These are just a few of the items you can put on your financial to-do list. All it takes is carving out some time and getting started. Once you get going, you’ll probably make more progress than you ever dreamed.

Sources

https://www.consumerreports.org/personal-finance/february-financial-to-do-list/

Averting a Government Shutdown, and Reinforcing Air Travel Infrastructure, Weather Alert Systems and National Defense Initiatives

4 min read

Averting a Government Shutdown, and Reinforcing Air Travel Infrastructure, Weather Alert Systems and National Defense InitiativesMaking further continuing appropriations for the fiscal year ending Sept. 30, 2024, and for other purposes (HR 2872) – Passed by both branches and signed by the president on Jan. 18, this is the third temporary resolution designed to avert a government shutdown until Congress can agree on appropriations for fiscal year 2024. The bill extends the government funding deadline to March 1 for four appropriations bills and another eight until March 8.

Airport and Airway Extension Act of 2023, Part II (HR 6503) – This bipartisan bill was introduced on Nov. 29, 2023, by Rep. Sam Graves (R-MO). It extends certain Federal Aviation and Administration (FAA) programs and activities through March 8, namely the Unmanned Aircraft Systems (UAS) test site program and the remote detection and identification pilot program, weather reporting programs, the Remote Tower Pilot Program, and the Essential Air Service Program. The bill also extends authorization for the Airport Improvement Program (AIP) that provides grants for planning, development, and noise compatibility projects at certain public-use airports and extends the FAA’s authority to collect taxes on aviation fuel and airline tickets to support the Airport and Airway Trust Fund (AATF). The bill passed in the House on Dec. 11, in the Senate on Dec. 19, and was signed into law by President Biden on Dec. 26.

National Defense Authorization Act for Fiscal Year 2024 (HR 2670) – This bill incorporates provisions from a wide range of legislation introduced throughout 2023. It authorizes fiscal year 2024 appropriations and policies for: the Department of Defense (DOD); military construction; national security programs for the Department of Energy (DOE) and the Maritime Administration; the Defense Nuclear Safety Board; and the Naval Petroleum Reserves. Note that this bill does not provide appropriations but merely authorizes funding from an approved budget. The Act was introduced by Rep. Mike Rogers (R-AL) on April 18, 2023. It passed in the House on July 14 and the Senate on July 27. A conference report of the final text was produced and approved by both houses in December, and the Act was signed into law on Dec. 22, 2023.

Testing, Rapid Analysis and Narcotic Quality (TRANQ) Research Act of 2023 (HR 1734) – This bipartisan act was introduced on March 23, 2023, by Rep. Mike Collins (R-GA). It initially passed in the House on May 11, passed in the Senate with changes on June 22, was finalized in the House on Dec. 4, and enacted on Dec. 11. The bill directs the National Institute of Standards and Technology (NIST) to support research and other activities related to psychoactive substances such as fentanyl and a veterinary tranquilizer called Xylazine. Colloquially referred to as the zombie drug, this substance has proliferated in communities throughout the country and places law enforcement officers at great personal risk during confiscation.

A bill to amend the Federal Election Campaign Act of 1971 to extend the Administrative Fine Program for certain reporting violations (S 2747) – This bill extends authorization to the Federal Election Commission Administration Fine Program to enforce penalties for late and/or non-filed campaign finance disclosure reports. The legislation was introduced by Sen. Amy Klobuchar (D-MN) on Sept. 7, 2023, and passed in the Senate on the same day. It passed in the House on Dec. 11 and was signed into law on Dec. 19, 2023.

NWR Modernization Act of 2023 (S 1416) – This bipartisan bill instructs the National Oceanic and Atmospheric Administration (NOAA) to update the NOAA Weather Radio All Hazards (NWR) network of radio stations that broadcast 24-7 weather information, including weather warnings, watches, and forecasts. It has become imperative to beef up the coverage and reliability of radio stations – particularly in rural and underserved communities – via repairs, software upgrades, additional equipment, and alternative means of transmissions, as well as other potential improvements. The Act was introduced on May 23, 2023, by Sen. Maria Cantwell (D- WA). It passed in the Senate on Dec.18 and currently lies in the House.

National Weather Service Communications Improvement Act (S 1414) – This bill is designed to update the current in-house instant messaging service (NWSChat) that has been in use since 2008 by NWS forecasters. In the wake of increased severe weather events, wildfires, and climate-related emergencies across the country, it is necessary to use more reliable, updated state-of-the-art communications and real-time alerts in order for local communities to keep families, homes, and businesses safe and secure. This Act would require the NWS to adopt a new instant messaging service by October 2027. The bill, also introduced by Sen. Maria Cantwell (D-WA) on May 3, 2023, passed in the Senate on Dec. 18, 2023. Note that there is a similar bill in the Senate sponsored by Sen. Ted Cruz (R-TX) as well as a bipartisan version in the House.

Understanding How Variances Vary

3 min read

how to calculate VariancesVariance analysis is found by determining the difference between what was budgeted and what actually occurred. Additionally, when variances are added together, we get a better picture of how well a company is measuring its performance against expected metrics. It’s also important to be mindful that each metric is measured to determine what the actual cost is versus the industry’s standard cost.

Whether it’s materials, labor, electricity, or another metric, if the actual cost is lower than the standard cost for the same quantity of materials, it would be a favorable price variance. However, if the number of materials was more than the standard quantity, it would be considered an unfavorable variance. Examining variance allows us to analyze the price and quantity of the variable being analyzed. Always keep in mind that unusual or significant variances should be investigated to see why such anomalies exist.

It’s important to distinguish between variances and the types of inputs. When it comes to materials, labor, and similar variable overhead, variances to be analyzed are for price and quantity/efficiency. When it comes to fixed overhead, analysis looks at variances in budget and volume.

One way to conduct variance analysis is through the Column Method. The following example illustrates this:

A business produces widgets. The following assumptions are made:

  • 6,000 widgets are produced in a month
  • Direct labor hours are used as the basis to allocate overhead costs to products
  • Denominator level of activity is 8,060 hours, resulting in $48,360 in fixed overhead expenses budgeted.

Other cost assumptions include:

Direct Costs

Labor: 2.6 hours/widget @ $14 per hour

Materials: 10 pieces/widget @ $1/widget

Overhead

Variable: 2.6 hours/widget @ $8/hour

Fixed: 1.3 hours /widget @ $12/hour

However, the business saw the following costs for the month’s production:

Variable overhead manufacturing costs: $34,000

Fixed overhead manufacturing costs: $50,000

Both of the following are Direct Costs:

Material: 50,000 items bought @ $0.96/widget

Labor: 8,000 hours totaling $128,000

Materials Variance

Real Quantity x Real Price = 50,000 pieces x $0.96 per widget = $48,000

Real Quantity x Industry Price = 50,000 pieces x $1 per widget = $50,000

Standard Quantity x Industry Price = 36,000 pieces x $1 per widget = $36,000

Price Variance = $50,000 – $48,000 = $2,000

Quantity Variance = $50,000 – $36,000 = $14,000

When we find the difference between these two amounts, there’s an unfavorable variance of $12,000. Additionally, it’s worth looking at why there were 50,000 pieces used versus the standardized 36,000 pieces. It could be due to defective materials, problematic machinery, etc.

Labor Variance

Real Hours x Real Rate = 8,000 hours x $16 per hour = $128,000

Real Hours x Industry Rate = 8,000 x $14 per hour = $112,000

Standard Hours x Industry Rate = 7,800 x $14 hour = $109,200

Rate Variance = $112,000 – $128,000 = -$16,000

Efficiency Variance = $109,200 – $112,000 = -$2,800

Based on this calculation, there’s a total unfavorable variance of -$18,800. Management should look at why labor costs are higher than the standard and why production took more supplies than the industry standard.

While this is not all-encompassing, it does show the importance of understanding the nuances of calculating variances and how it’s essential to understanding a business’ (in)efficiency.

Optimizing Your Business’ Performance with Capacity Management

3 min read

what is Capacity ManagementWhen it comes to business operations and measuring performance, the optimal production scale a company can sustain is an important metric to measure. If a business’ capacity can’t be realized and sustained – or the bottlenecks can’t be identified and addressed in a timely manner – a business will likely stagnate and fail. Understanding more about capacity management can help businesses reduce the chances of dealing with sub-optimal performance.

Capacity Defined

A business’ capacity is defined as its highest level of production on a consistent basis. By measuring the capacity of a business, we can calculate its ongoing revenue projections. This type of evaluation also can help a company determine how to manage production snarls and identify ways to increase capacity reserves to help it manage abnormally high production demands. 

Capacity Utilization Rate Defined

This ratio is the percentage of a business’ production capacity that’s currently utilized. If an organization has a capacity utilization rate of 60 percent, the firm is currently operating at 60 percent of its theoretical capacity. When it comes to analyzing a business, this percentage can determine how much capacity may be available for spikes in demand.

This is calculated by taking the actual output and dividing it by theoretical output, with the result multiplied by 100, or as follows:

(actual output/theoretical output) x 100 = capacity utilization rate

Activity Capacity Overview

Activity capacity assesses the scale of production of a particular task over a given time frame (a quarter, six months, or a 12-month fiscal year) while accounting for regular production factors. Common facets of production that affect output include worker rest periods, equipment upkeep, crew swaps, etc. This investigation allows a business to determine if it can accomplish projected production in the near term with existing equipment or if the business needs to analyze bottlenecks before reassessing.

Budgeted Capacity

This method is used to approximate the manufacturing quantity scheduled for subsequent time frames. Criteria that’s analyzed for the plan hinges on forecasted market demand, resource availability and production capabilities. It’s an imperative consideration that impacts sales forecasts, indirect operational budgets, and the direct production budget.

Depending on the type of business, budgeted capacity can be represented in either hours or units. For example, a company would evaluate industry and economic demand trends, along with the time frame it’s trying to forecast and what resources the business has available for production. The following steps are commonplace during this process:

Step 1:

  • The business plans to produce 480,000 widgets for the projected time frame.

Step 2:

  • The business looks at how many shifts will be run, how much each shift can produce, how many days the company will operate, and the number of hours available for production for each shift. This will help the company determine production and resource availability for the projected time frame.  

Step 3:

  • The business will look at what it’s able to produce based on its full capacity:
  • Potential per shift = 100 widgets per hour x 8 hours a shift x 1 shift = 800 widgets
  • Potential per day = 800 widgets per shift x 3 shifts per day = 2,400 widgets
  • Annual production = 2,400 widgets per day x 275 working days per year = 660,000 widgets

Conclusion

The budgeted production of 480,000 widgets annually is approximately 73 percent of the business’s total production capacity. This leaves the business with ample room to respond to new clients and/or increased demand from existing clients for unexpected orders.

While each business is unique, taking steps to analyze and make more educated projections is one way to increase a company’s efficiency.