Author: Service2Client

Increase In Deepfake Attacks and How Enterprises Can Prepare

Increase In Deepfake Attacks and How Enterprises Can PrepareDeepfake technology utilizes machine learning and artificial intelligence (AI) to manipulate or create synthetic audio, video and images that appear authentic. Deepfakes are commonly featured in entertainment and politics to spread false information and propaganda. For instance, deepfake has been used to show a celebrity or leader saying something that they didn’t, and this creates fake news.

Unfortunately, in deepfakes, cybercriminals have found a new tool for cyberattacks. Cybercriminals are now using deepfakes to pose a variety of enterprise risks.

How Cybercriminals Are Using Deepfakes

Deepfake technology is now used to create scams, hoaxes and false claims that undermine and destabilize organizations. For instance, a manipulated video might show a senior executive associated with fake news, such as admitting to a financial crime or spreading misinformation about a company’s products. Such corporate sabotage costs a lot of time and money to disprove and can impact a business’s reputation.

Another way businesses can be negatively impacted is through social engineering attacks such as phishing, which relies on impersonation to compromise an email. Similarly, social engineering using deepfakes can feature voice or video impersonations. A good example of such an impersonation was reported in The Wall Street Journal, in which fraudsters used AI to mimic a CEO’s voice. This incident happened in March 2019, when criminals impersonated a chief executive’s voice to direct a payment of $243,000.

Cybercriminals are able to execute social engineering attacks by accessing readily available information online. They can research a business, employees and executives. The criminal will even use an actual event picked from social media – for instance, a financial director who is just returned to work from a holiday – to sound more legitimate.

This emerging security threat is also made possible by the development of video editing software that can swap faces and alter facial expressions. Such developments have enabled deepfakes to fool biometric checks (like facial recognition) to verify user identities.

The deepfake cybersecurity threat has become such a concern that the Federal Bureau of Investigation (FBI) has issued a Private Industry Notification (PIN) cautioning companies of the possible use of fake content in a newly defined cyberattack vector referred to as Business Identity Compromise (BIC).

How to be Prepared and Protect Against Deepfakes

Deepfake videos and images can be recognized by checking for unnatural body shape, lack of blinking in videos, unnatural facial expressions, abnormal skin color, bad lip-syncing, odd lighting, awkward head and body positioning, etc. However, cybercriminals keep evolving and creating more convincing deepfakes.

Other measures introduced to combat deepfakes include creating solutions that detect deepfakes. There also was an introduction of deepfake legislation in the National Defense Authorization Act (NDAA) in December 2019.

Unfortunately, this has not been enough, and enterprises have the task of helping reduce the impact of these attacks. The following measures can help:

  1. Use anti-fake technologies
    Businesses should explore automated technologies that help identify deepfake attacks. They should also consider watermarking images and videos.
  2. Enforce robust security protocols
    Implement security protocols to help avoid deepfakes, such as automatic checks for any procedure involving payments. For instance, putting systems that allow verification through other mediums.
  3. Develop new security standards
    As security threats keep evolving, so should security standards within a company. For instance, introduce new security standards involving phone and video calls.
  4. Training and awareness
    Enterprises should enforce regular training and raise awareness among employees, management, and shareholders on the dangers of deepfakes to businesses. When all involved parties are trained to identify deepfake social engineering efforts, this will help reduce the chances of falling victim.
  5. Keep user data private
    Deepfake attackers use the information found in public domains such as social media. Although not a failsafe procedure, company profiles can be made private. Users also should avoid adding or connecting with strangers they don’t know and posting too much personal information online.
  6. Disinformation response policy
    Some deepfake incidents are out of control for an enterprise, such as fake videos purporting to be from top management. However, establishing a disinformation response plan will help in cases of a reputation crisis. This should include monitoring and curating all multimedia output – which will help present original content to the public as authentic content.

Conclusion

Deepfake is an emerging cybersecurity concern that requires enterprises to be aware of its potential threats and stay prepared. Although it might be possible to identify a poorly generated deepfake with the naked eye, the technology continues to advance. In response, countermeasures must keep pace.

Shoring up Protections for Sexually Abused Children, the Mentally Ill in Crises, and a Benefit Increase for Disabled Veterans

Shoring up Protections for Sexually Abused Children, the Mentally Ill in Crises, and a Benefit Increase for Disabled VeteransEliminating Limits to Justice for Child Sex Abuse Victims Act of 2022 (S 3103) – Introduced by Sen. Richard Durbin (D-IL) on Oct. 28, 2021, this Act eliminates the statute of limitations for civil lawsuits by anyone who, as a minor, was a victim of human trafficking or a federal sex crime. The bill passed in the Senate on March 2, in the House on Sept. 13, and was signed into law on Sept. 16 by President Biden.

Law Enforcement De-Escalation Training Act of 2022 (S 4003) – This bill would authorize training for de-escalation and alternatives to the use of force when law enforcement officers are called to a scene involving mental and behavioral health and suicidal crises. The Act was introduced by Sen. John Cornyn (R-TX) on April 5. It passed in the Senate on Aug. 1 and is currently under consideration in the House.

National Aviation Preparedness Plan Act of 2022 (HR 884) – This legislation directs the Department of Transportation (DOT), in consultation with the aviation industry and labor stakeholders such as air carriers, to develop a national aviation preparedness plan for future outbreaks of communicable diseases. The plan must include provisions for frontline, at-risk workers to be equipped with the appropriate personal protective equipment (PPE) to reduce exposure and spread of the disease. The bill was introduced by Rep. Rick Larson (D-WA) on Feb. 5, 2021. It was passed in the House on Sept.14and has moved to the Senate.

Veterans’ Compensation Cost-of-Living Adjustment Act of 2022 (HR 7846) – This legislation was introduced by Rep. Elaine Luria (D-VA) on May 19. It proposes a cost-of-living increase beginning Dec. 1 for the compensation of veterans with service-connected disabilities as well as dependency and indemnity compensation for the survivors of certain disabled veterans. The bill passed in the House on Sept. 14 and is currently under consideration in the Senate.

Securing and Enabling Commerce Using Remote and Electronic Notarization Act of 2022 (HR 3962) – Introduced by Rep. Madeleine Dean (D-PA) on June 17, 2021, this bill would permit notaries public to perform electronic notarizations and remote notarizations for matters pertaining to interstate commerce. The Act specifies that minimum standards be established, and that all Federal courts be required to recognize notarizations performed by a notarial officer of any state. This bipartisan bill passed in the House on July 27 and has a very high chance of passing in the Senate.

Jenna Quinn Law (S 734) – On March 11, 2021, Sen. John Cornyn (R-TX), re-introduced this bill from an earlier version he proposed in 2019. The legislation would amend the Child Abuse Prevention and Treatment Act to authorize grants for training and education to teachers (as well as other school personnel, students and the community)for sexual abuse awareness and prevention programs among primary and secondary school students. The bill passed unanimously in the Senate on Aug. 3 and is awaiting further action by the House.

Electric Vehicle Tax Credits and the Future of the Automotive Industry

Electric Vehicle Tax CreditsOne highlight of the recently passed Inflation Reduction Act of 2022 (IRA; HR 5376) includes modifications to what is more commonly referred to as EV credits. Specifically, Section 30D of the Act is where the most important modifications are, and where the present tax credit for electric vehicles is spelled out in the U.S. Code. There is also new stimulus for previously owned electric vehicles, industrial vehicles and “alternative fuel refueling property.”

According to the Joint Committee on Taxation’s estimates, in lieu of what was previously known as the credit for plug-in electric vehicles, there is now a new clean vehicle credit. It is expected to be worth $7.5 billion over the next decade. Other noteworthy tax credits include $1.7 billion for “alternative fuel refueling property,” $1.3 billion available for buying a previously owned qualified plug-in EV, and $3.6 billion in tax credits for qualified commercial clean vehicles.

How the IRA Changes Section 30D and EV Tax Credits

For eligible, new clean vehicles, purchasers may receive $7,500 in federal tax credits and $4,000 for similarly used vehicles. It is important to note that taxpayers who purchase such vehicles are eligible for this tax credit if their modified adjusted gross income (MAGI) during the current or preceding tax year is no greater than $300,000 for joint filers; $225,000 for heads of household; and $150,000 for single filers. It is also limited to pickup trucks, vans, and sport utility vehicles up to a MSRP of $80,000. All other vehicles costing up to $55,000 are similarly eligible.

Critical Mineral Standards

Another important qualification for this tax credit is if the vehicle’s battery has a minimum threshold of critical minerals and if it has been processed in the required geographies. Section 30D(e) requires progressively increasing percentages of critical minerals either processed or extracted in the United States or another country the U.S. has an existing free-trade agreement with. If the stated percentages are recycled in North America, a vehicle’s battery components may also qualify for the tax credit.

Once guidance is issued by the U.S. Treasury and before the start of 2024, there must be at least 40 percent of eligible critical minerals to qualify. Vehicles placed in service in 2024 must have at least 50 percent critical minerals in their batteries. Critical minerals must be 60 percent, 70 percent and 80 percent of a battery’s components in 2025, 2026 and after Dec. 31, 2026, respectively. Dependent on future guidelines developed by the Internal Revenue Service, manufacturers will have to sign off on battery component makeup.

Requirements for Battery Manufacturing/Assembly Requirements

According to Section 30D(e)(2), prior to Jan. 1, 2024, at least half of the components of an EV battery must be assembled or manufactured in North America. Starting in 2024 and through 2025, 60 percent of a battery must meet such requirements. Beginning in 2026 through 2028, this requirement will increase by 10 percent annually, eventually requiring 100 percent of a battery’s construction to meet these standards beyond Dec. 31, 2028.

Other Considerations for Tax Credit Eligibility

If any critical minerals were extracted, handled or recycled by a “foreign entity of concern,” it is prohibited by the IRA for tax credit eligibility. Similarly, final assembly also must take place within North America to retain eligibility for the tax credit. Being considered a “qualified manufacturer” is another requirement that is necessary to maintain tax credit eligibility. This is any manufacturer that adheres to the EPA’s Title II Clean Air Act rules.

With the push for cleaner and greener energy evolving, this is one of many tax credits for consumers and businesses alike to reduce emissions and navigate the U.S. Tax Code.

How Cost Accounting Helps Businesses Measure Performance

Cost AccountingCost accounting is a type of accounting that analyzes a business’ complete production costs by looking at both variable and fixed costs. This includes the concepts of marginal costing, lean accounting, standard costing and activity-based costing. It’s used by a business’ management to evaluate fixed and variable costs involved in the manufacturing operations.

The initial step is to assess and document such costs one-by-one. Once production is finished, it will contrast projected costs to what actual costs ended up being and see how processes can be improved. Management gleans information on how funds are used, revenue is earned, and where funds might be misdirected. It can help businesses create greater productivity and financial efficiencies after analyzing such information.

Looking at it more in-depth, there are different types of costs analyzed. The first is fixed costs, such as a monthly mortgage or lease payment, or those that are static regardless of the production level. The next is a variable cost that correlates directly with the production level. Operating costs can be either fixed or variable, depending on each business’ type of operation. Other types of costs include direct or directly connected; and indirect costs, which are costs such as administrative expenses that are less directly associated with production.  

Variable Cost Ratio

Variable Cost Ratio (VCR) looks at what percentage a business’ variable production costs is of its net sales. Businesses can calculate the VCR by:

VCR = Variable Costs / Net Sales. Net sales is a business’ gross sales after subtracting any discounting, customer returns and allowances.

It can also be calculated this way: VCR = 1 – Contribution Margin

If each widget’s variable unit cost is $40 and it sells for $200 individually, the VCR equals 0.2 or 20 percent. It’s also possible to be completed within a certain time frame. For example, if a single month’s total variable production costs are $6,000, and the business has revenues of $30,000 within that same month, the variable cost ratio is 0.2 or 20 percent.

The VCR shows if a company is able to earn a higher rate of revenues and a slower growth in input costs. It can help businesses determine when it hits an equilibrium between a loss and profit. It’s also important to note that fixed costs are excluded.

Marginal Costing

Marginal costing, or cost-volume-profit analysis, is a way to determine how much more it would cost a company to increase its manufacturing by one more widget.

It helps analyze the impact of varying levels of costs and volume on operating profit. This calculation looks at potentially profitable new products, sales prices to establish for existing products, and the impact of marketing campaigns. It assumes that the retail price and the variable and fixed costs per unit don’t change. It’s a way for businesses to calculate when they’ve developed a price point to cover all expenses. It also can indicate when the business can obtain profits at a particular price point and mix of manufacturing output. It’s a way for businesses to determine which levels are unprofitable, break-even and make a profit.

When it comes to determining how much sales volume a business needs to break even, the formula is as follows:

Sales Volume = Fixed Costs / Contribution Margin (Contribution Margin = Sales – Variable Costs)

If a business is looking to determine its break-even sales revenue figure, it must determine what its fixed costs are and its contribution margin. This calculation would be as follows:

$210,000 in fixed costs and a contribution margin of 30 percent = 210,000 / 0.30 = $700,000

However, it’s important to note that there’s no profit with the first calculation. If the business wanted to make $100,000 in profit, it would add that to the $210,000 in fixed costs. This would be calculated as follows: $310,000 / 0.30 = $1,033,333.33

Considerations of Marginal Costing/Cost-Volume-Profit Analysis

This formula tells a company if a widget is profitable. The contribution margin is what’s left over after each item or a lot of items is sold after deducting the variable costs for the respective number of units sold. When the contribution margin exceeds the fixed cost for the item or respective number of units sold, this signifies a profit. 

Companies that have the time and resources to analyze their performance beyond the traditional financial statements can see what’s right with their processes; but can more importantly, they can find out what’s wrong and how to fix it going forward.

Should You Upgrade Your Homeowners Insurance?

Should I Upgrade Your Homeowners Insurance?During the first year of the pandemic, many homeowners spent their down time upgrading their homes. The year 2020 alone experienced at 3 percent uptick in spending on home improvements – to the tune of nearly $420 billion nationwide. This included modifications for remote work, online schooling and leisure activities at home.

Between remodeling, high inflation and today’s elevated real estate prices, it’s important to review your homeowner’s insurance policy to ensure it’s up-to-date. Does it include enough coverage for recent upgrades to your home? Does it carry an inflation factor to ensure coverage is on par with more expensive building material costs and labor increases? Do you have coverage for ancillary factors, such as the cost of meeting local building ordinances, or flood insurance for today’s extreme weather events?

Replacement vs. Actual Value

One term to check on your policy’s declaration page is whether your coverage is determined by replacement cost or actual cash value. Replacement cost will pay for repairs to your home or replace your personal property (e.g., laptop, television) up to coverage limits, regardless of its current value. In other words, the policy will pay for a new computer even if your old one was 3 years old.

Actual cash value refers to a cash payout equal to the current value of your property. In other words, if your computer was 3 years old, you will receive the cash value of a 3-year-old computer – which will not likely cover the cost of a new replacement.

Guaranteed Replacement

In lieu of upgrading your home’s cost coverage each year, you might have the option to pay for guaranteed replacement, which is an extra fee that ensures the policy will cover the entire cost to rebuild your home. Extended replacement cost coverage pays out a certain percentage above your policy’s stated dwelling coverage limit if the cost to rebuild is higher than the face amount. For example, a policy with $200,000 coverage and 25 percent extended replacement coverage will pay up to $250,000 to rebuild your home.

Ordinance Coverage

Homeowners who live in older homes should consider adding ordinance coverage if it is not standard under your policy. Ordinance coverage pays for the cost to meet current building codes should you need to rebuild. These fees can be substantial and would have to be paid out-of-pocket if you don’t have this form of coverage. Note, too, that although guaranteed replacement cost coverage might offer a higher payout, that is only for the material and labor costs to rebuild – not local ordinance fees, licenses or inspections.

Inflation Impact

As you review your current policy, note that the section labeled Coverage A represents the amount available to rebuild your home. It generally rises by 2 percent to 3 percent each year for basic cost-of-living increases. However, it is worth noting that building materials, such as lumber and steel, increased by 19 percent in 2021, and in June the general inflation rate increased to 9.1 percent, its highest level in more than 40 years.

Because home building costs, the inflation rate and the increasing number of weather events have plagued the home insurance industry, policy premiums are starting to increase at a higher rate each year than in the past. In additional to higher costs due to supply chain disruptions and inflation, the home building industry is hampered by a lack of qualified workers – and experienced workers are demanding higher pay. This is yet another component that is factored into calculating insurance premiums. Basically, anything that would lead to a higher cost to repair your home will result in higher rates.

Insurance companies calculate your policy premiums by multiplying your home’s replacement rate with your home’s current value. Therefore, a combination of higher building costs and higher real estate values have contributed to higher insurance premiums. Some states have set an annual percentage cap on how much insurance companies can raise homeowner rates each year. However, given the increasing number of extreme weather events (e.g., storm surge, wildfires) in recent years, state legislators also have increased those rate caps so that insurers have the latitude to cover excess payouts. Note that rate increases vary by geographical area, based on local weather activity, labor costs and building supplies.

Some insurance policies offer an inflation guard, which automatically increases coverage limits to match inflation rates when the policy is renewed.

Flood Damage

Be aware that homeowners insurance does not cover flood damage. Mortgage lenders require homes located in government-designated Special Flood Hazard Areas (SFHA) to purchase a separate flood insurance policy. However, we have seen inland and even metropolitan areas that are not located in flood zones be devastated by the effects of storm surge following a hurricane. Homeowners who live in these higher-risk areas should consider purchasing a separate flood insurance policy as well.