# Fraud Attack

## Index

**9TH EDITION**  
SEPTEMBER 2020

---

## Executive summary

**2020 has been marked by significant global commerce changes due**  
**to the overwhelming impact of the outbreak of Coronavirus (COVID-19).**

Online consumer volumes have fluctuated considerably, impacting how merchants approach their  
business practices and effecting how and where fraud and abuse occur. Forter’s Ninth Edition  
Fraud Attack Index captures the most extensive research ever conducted in this field, with over  
$200 billion in e-commerce transactions and the ability to identify over 800M unique users across  
a robust network. This report tracks and explains these changes amid an unprecedented time of  
global commerce.

**This report highlights four major trends seen over H1 2019 - H1 2020**

---

## MAJOR TRENDS

# A boom of new online users creates risk for increased false declines and fraud chargebacks

New users represent new revenue potential for many merchants, but  
there is also potential for loss because of false declines. Traditional fraud  
prevention systems are not able to accurately identify the legitimacy of  
these new users resulting in:

• Good customers being falsely declined  
• Greater exposure to instances of fraud

a new user is

5-7x  
more likely to be falsely  
declined than a returning user

---

# Online shopping replaces brick and mortar, masking the impacts of fraud

For merchants that experienced unprecedented volumes of consumer  
transactions, fraud attacks appear to be on the decline. Sheer numbers  
of fraud are not necessarily decreasing, but the percentage is. **Still, fraud**  
**continues to advance and prevention should be prioritized.**

Food Delivery & Beverage  
volumes **increased 93%**

Grocery volumes  
**increased 119%**

Home furnishings & garden  
volumes **increased 172%**

---

# New channels are creating new opportunities for fraud and abuse

Many merchants have been pushed to optimize both their digital and  
omnichannel offerings to better serve new and existing customers.  
However, this has exposed businesses to new vulnerabilities of fraud and  
abuse. Both legitimate customers and fraudsters have already started to  
take advantage of these under-protected areas.

55% increase in buy online pickup

**increase in buy online pickup**  
55%  
**in store (BOPIS) fraud attacks**

**Policy abuse set to spike - aggressive**  
**promotions and omnichannel options are**  
**creating greater abuse risk, including**  
**returns, promotion and reseller abuse**

---

# Fraudsters are laying the groundwork for future attacks

4.1 billion records in

With focus diverted, and security precautions diminished amid remote  
work conditions, a perfect storm for fraud is brewing. While attack rates  
in account takeover decreased slightly over the past year, fraudsters are  
using this time to harvest and age rich account data collected through  
data breaches and social engineering scams to launch more impactful  
account-based attacks in the coming months.  Also, new customer  
accounts opened by less experienced users are likely to use weaker  
passwords, fewer security steps, and be more vulnerable to Account  
Takeover attacks.

## Retailers need to prepare for increasing

## ATO attacks during the coming months and holiday season

**Data breaches exposed**  
<u>4.1 billion records</u> **in**  
**the first six months of 2019**

---

## DATA HIGHLIGHTS

**Top level fraud attack statistics**

Hotels  
139% ↑  
INCREASE IN FRAUD ATTACKS  
Buy online pickup in store (BOPIS)  
55% ↑  
INCREASE IN FRAUD ATTACKS

Money services & cryptocurrency  
65% ↑  
INCREASE IN FRAUD ATTACKS  
Identity manipulation  
123% ↑  
INCREASE IN FRAUD ATTACKS

**High fraud incident categories**

Tequila Branded apparel  
more likely to be more likely to be more likely to be  
fraudulent than fraudulent than fraudulent than  
7x 27x 1.5x  
other groceries other apparel

## Baby formula

other alcohol

---

## How the global pandemic impacted fraud trends

---

## The power and risk of the new online buyer

Businesses have seen an unprecedented level of net new customers, and legacy fraud systems struggle to identify  
legitimate new users from fraudsters due to the lack of data.

**Portion of New Accounts Compared with Benchmark**  
  
***Week 2 - 26 represents the time period beginning Jan 6 (Weeks 2-26 of 2020).**

## This results in:

• Falsely declining new users at a  
rate 5-7x higher than returning  
users

• Increased risk of fraud and  
chargebacks

• Future increased exposure to  
account takeover attacks as  
new users are less savvy on  
safeguarding their personal data

Exiting June, new users on merchant sites account  
for approximately 30% of overall consumer volumes  
versus 5% - 7% during pre-COVID-19 days.

---

## Service chargebacks versus fraud chargebacks

In the early months of COVID-19, data reflected spikes  
in service chargebacks across many industries. Service  
chargebacks typically occur when customers request for  
charge reversals on their credit cards due to shipping,  
delivery, or dissatisfaction with the product or service.  
These chargebacks result in extraneous fees for merchants  
and cut into revenue. The rise in service chargebacks  
reflects two different phenomena:

1. Sudden spikes in overall order volume – legitimate  
shoppers that normally would have done their shopping  
in-store are beginning to overburden digital systems.

2. New users tend to expect the highest standards of service  
creating a gap in expectations and resulting in increased  
service chargeback rates.

## Contactless delivery has a greater chance of service chargebacks

Instances of “fraud manifested as service  
chargebacks” occur as fraudsters leverage  
the current contactless climate to their  
detail. For example, in food deliveries,  
users can attach a note to “leave delivery  
outside,” or “leave by the door.” Contactless  
delivery fraud results in poor customer  
experience and legitimate customers being  
less likely to return to shop. Last-mile delivery  
costs hovered around <u>£1.6 B (US $2 billion)</u>  
for failed parcel deliveries in the UK.

---

## INDUSTRY BREAKDOWN

## Explore industry impacts:

As consumers across the globe moved entirely online, the number of legitimate online transactions increased  
dramatically. Therefore, as a percentage of overall transactions, the proportion of fraud attacks in these affected  
industries appeared to have decreased. Sheer numbers of fraud are not necessarily decreasing, but the percentage is.

Growing consumer transaction volumes during the timeframe reflected in this report, have served to mask fraud and  
abuse attacks in specific industries. Nevertheless, fraud and abuse remain persistent issues that merchants must  
prioritize. In industries where transaction volumes decreased, merchants were hit even harder. They lack the new  
consumer volumes to offset increased fraud costs, eating away at business revenue.

## Apparel & accessories

Beauty

Digital goods

Money services & cryptocurrency

Electronics

Groceries

Home furnishings & garden

Jewelry

Marketplaces

Travel

Variety home  
shoe  
hair dryer  
credit card  
money  
noodle bowl  
apple  
office chair  
shopping cart  
airplane

### APPAREL & ACCESSORIES

# What’s trending in fashion this season?

51%↑  
TRANSACTION VOLUMES

While fraud attacks decreased slightly, fashion merchandise consistently remains a target  
for fraudsters as these products are easy to resell. Fraudsters target items that don’t require  
sizing specifications – handbags / purses, scarves, hair accessories, sunglasses, etc. These  
items can often be high value but are easy to resell given their universal appeal.

## $255

Average order value  
per fraud attack

## 61%

Average declined  
order value is **61%**  
**greater** than average  
approved order value

1.5x

Branded apparel has  
**fraud attacks 1.5x the**  
**normal rate**

### Staying fresh faced for conference calls in COVID

65%↑  
TRANSACTION VOLUMES

The beauty industry has seen a consistent rise both in online activity and  
fraud attacks over recent years. Fraudsters favor the high value products in  
this industry that they are able to easily resell to make a profit. Many people  
are working from home and upticks in video conference calls mean people  
are still investing in makeup and skincare products to look their best, even  
while social distancing.

---

### DIGITAL GOODS

# What’s good in digital goods?

24%↑  
TRANSACTION VOLUMES

## Fraudsters’ favorites? Gift cards.

Gift cards are gaining popularity, especially for merchants in home  
furnishings and garden, electronics, and Quick Service Restaurants  
(QSRs). Prepaid gift cards are typically anonymous, transferable, and are  
used as a currency almost equivalent to cash, making them desirable targets for fraud.

---

Digital currency gift  
cards have **fraud**  
**attacks 5x the**  
**normal rate**

3x

Downloads (apps and  
music) have **fraud**  
**attacks 3x the**  
**normal rate**

2x

Console games  
(Playstation followed  
by Xbox and Nintendo)  
have **fraud attacks 2x**  
**the normal rate**

The most common type of gift card fraud is when  
stolen credit card data is used to buy gift cards  
online and then resold online.

## 25%-60%

Gift cards are usually sold for 25% - 60% of  
their real value on the dark web. This is less  
than what they are actually worth, but still  
relatively high compared to most stolen goods  
on the dark web.

---

### ELECTRONICS

# What’s next in electronics?

59%↑  
TRANSACTION VOLUMES

20%↓  
FRAUD ATTACKS

Fraudsters favor this industry as electronics tend to be high value items that are  
easy to resell. Fraudsters sell the stolen goods for below-retail prices on third  
party sites and marketplaces while enjoying a nice pay off.

## 41% ↑

**Consumer purchase volumes for computers, tablets, and**  
**laptop accessories increased by 41%.** Consumer volumes  
in this area will continue to increase, especially as prolonged  
remote education and work from home orders persist.

---

### MONEY SERVICES & CRYPTOCURRENCY

## Cashing it in quickly

Money services and crypto remain a growing industry and an attractive target  
for fraudsters. Legitimate consumers are drawn to cryptocurrency for its tech-savvy  
nature and forward-looking applications. For fraudsters, the easy cash out process  
makes this a highly desirable industry, leaving businesses with the resulting  
chargebacks.

## Many crypto exchanges are starting to offer “card-to-crypto” services

## – the ability to purchase crypto currencies using credit cards.

Legitimate customers are looking for this service as it gives them more  
control over how they spend their money. However, these services come  
with increased risks of fraud. Fraudsters can buy crypto using stolen  
credit cards and enjoy added anonymity, making this type of offering an  
even more desirable target for fraud.

---

### FOOD DELIVERY & BEVERAGE

# A taste of what’s happening in food & beverage

93%↑  
TRANSACTION VOLUMES

Merchants in this sector experienced higher than ever transaction volumes,  
leading to issues with stock, fulfillment, and delivery time frames, resulting in  
poor customer experience and increased service chargebacks.

---

# Consistently favored for fraud attacks? Alcohol.

## Tequila

One tequila, two tequila,  
three tequila…Floor?

27x

the normal rate

## Champagne

A bit of the bubbly.

17x

the normal rate

Cognac

This brandy goes  
down smooth.

16x
the normal rate

Wine(average label)

Perhaps an acquired taste?

2x <

less targeted than  
other alcohol

# What are fraudsters hungry for?

119%↑  
TRANSACTION VOLUMES

Grocery businesses in particular have been experiencing new patterns of  
consumer behaviors. Retailers should pay attention to grocery deliveries  
that are being serviced by third party applications. Forter data indicates that  
these types of platforms are at an increased risk for fraud and breached  
credit card information.

---

# What’s risky in the grocery industry?

## Non-risky items

5x

Diet drinks (of all brands) are  
**5x less likely to be fraudulent.**

Organic groceries are  
**4x less likely to be fraudulent.**

Least risky among the vegetables, though not surprisingly,  
is spinach. Kids typically hate it but parents still try to force  
them to eat it. This leafy green purchase is **8x less likely**  
**to be fraudulent.**

## Riskier items

7x

Baby formula is almost **7x more likely to be fraudulent.** Reports  
indicate criminal syndicates (particularly in Asia) and fraud rings  
have been exploiting an overseas market of baby formula for a  
number of years. The lucrative operation has criminals holding  
large amounts of the baby food in order to resell the products for  
marked up (in some cases by 100%)  
prices in overseas markets.

## In other grocery news…

The week following the US Administration’s suggestion that  
disinfectants could be used to treat Coronavirus, there was a  
**36% spike in the purchase of bleach products (of all brands).**  
This surge quickly decreased and within a week it had already  
declined below the previous rates.

---

### HOME FURNISHINGS & GARDEN

# The comforts of home amid COVID

172%↑  
TRANSACTION VOLUMES

With more people at home, many are investing in DIY projects and kid-friendly  
toys for outdoor play including gardening kits, sandboxes, swing sets, and  
children’s playhouses. Purchases of outdoor exercise equipment and power tools  
have also increased.

---

# The shine hasn’t worn off

Despite slightly decreased rates of fraud attacks in this industry, online fraudsters  
in general tend to favor this industry since just one successful attack (given the  
high value per item) can yield an extremely lucrative payout.

---

### MARKETPLACES

# What’s new in the market?

Marketplaces are consistently an interesting industry to watch as new kinds of  
buyer-seller collusion often emerge and fraudsters are testing out different methods  
of attack.

## What’s hot in the market?

## Facemasks & sanitizer.

Facemasks and sanitizers (hand and other sanitizing products) have  
consistently been among the most purchased items in this industry.  
In the early months of COVID-19, N95 masks were very popular. More  
recently, consumers have switched to cheaper masks, and now more  
“fashionable” masks that have prints or are branded are also becoming  
more common.

---

# A quieter than usual travel season

48%↓  
TRANSACTION VOLUMES

118%↑  
FRAUD ATTACKS

During this period, large increases in fraud attacks within subcategories  
of travel (flights, ground services, and hotel) highlight that while consumer  
demands are low, proper fraud and abuse protection need to be in place.  
In this industry, fraudsters took advantage early on of the “getting home”  
hysteria. Travelers looking to buy tickets quickly during this period were  
more susceptible to get defrauded by fake or stolen tickets.

## 97%↓

During the peak of the COVID-19 outbreak transaction volume for the entire travel  
industry showed a nearly 97% decrease.

---

## A mixed bag

29%↑  
TRANSACTION VOLUMES

30%↑  
FRAUD ATTACKS

Variety refers to the old style stores that capture the “one-stop-shop” concept  
for all consumer needs. They rely on their physical presence rather than digital  
channels for customer engagement. However, COVID-19 conditions required these  
retailers to quickly shift their business approach to meet online requirements.  
This transformation has occurred rapidly without proper precautions in place, leaving  
them more vulnerable to fraud and abuse.

---

## Methods of attack

# A perfect storm for fraudsters

COVID-19 has forced many businesses to conduct their work remotely leading to network  
vulnerabilities. Fraudsters are taking advantage of recent data breaches, harvesting rich account  
data, and leveraging social engineering scams to exploit merchants and their customers.

As retailers adjust to better accommodate shoppers, both legitimate customers and fraudsters  
have started to take advantage of under-protected omnichannel offerings including more flexible  
return policies. As things go back to normal, merchants should expect to see increases in returns  
fraud and abuse rates.

Account takeover (ATO): →

Loyalty

BOPIS

Collusion

Policy Abuse

Instrument Manipulation →

Returns

Coupon Abuse

Repeat Offenders

---

## ACCOUNT TAKEOVER (ATO)

# Let’s breach the subject of ATO

5%↓  
DECREASE

While there has been a slight decrease,  
accounts are being penetrated and  
breached now, with fraudsters harvesting  
data to use in the future, possibly during the  
holiday season. New online users will also  
contribute to this trend and are more likely to  
reuse passwords and take fewer precautions  
to safeguard their personal data.

Fraud and risk managers should stay alert  
in the coming 4-6 months. ATO can lead to  
damages in brand reputation, and customer  
trust, resulting in lost revenue.

Older, wiser, but more vulnerable...

Elderly populations have become more  
frequent targets for account takeover  
fraud. Criminals will call a victim and  
convince them to open an account and  
then have them buy large ticket items  
(often high value jewelry or electronics),  
and put a shipping address that is not  
their own.

## $25.6B

Account-focused fraud losses are  
expected to reach <u>$25.6 billion</u>  
in 2020.

---

## Don’t let fraudsters reap the rewards

67%↓  
DECREASE

Loyalty fraud has seen a significant drop,  
which can largely be attributed to the  
temporary decline of the travel industry  
amid the current climate. However,  
similar to ATO, loyalty account details are  
currently being stolen by fraudsters and  
held for future use, so merchants should  
prepare accordingly.

<u>22% of consumers</u> shop exclusively with  
brands of whose loyalty programs they  
are members.

## Account Aging

As fraudsters accrue more account  
data during this period, merchants  
should remain vigilant. Fraudsters  
are breaching accounts and stealing  
personal data, using this time to “age”  
the accounts they steal. They are  
taking the time to build the account’s  
reputation, making it more difficult  
for rules-based systems or manual  
review teams to detect a hacked  
account from a legitimate one.

---

## COLLUSION

# Working together to commit fraud

14%↓  
DECREASE

Collusion occurs most frequently in  
marketplace environments or gig economy platforms  
where fraudsters work together to boost each other’s sales.  
Fraudsters will post positive  
reviews to one another’s stores and encourage  
other shoppers to buy items from them.  
Businesses lacking identity-linking capabilities to determine the trustworthiness of their  
users suffer from this type of activity.

## ATO and Collusion Combo Attacks

Attackers will open and age several accounts  
on one continent and after several weeks or  
months, take over other accounts on other  
continents. These can look like disparate acts  
but are often fraudsters working together to  
avoid detection.

## Collusion in the Gig Economy

These platforms offer users temporary, flexible jobs or services. Forter has noted rising  
instances of collusion between the buyer/  
collector. Often the MO is that they will buy  
an item or service with a stolen credit card  
and ask a connected entity to pick it up.

---

## BUY ONLINE PICKUP IN STORE (BOPIS)

# BOPIS fraud

55%↑  
INCREASE

Buy Online Pickup In Store (BOPIS) fraud is increasingly more common as fraudsters  
know that retailers, in an effort to ensure seamless customer interactions, will be  
less likely to cause any friction at the point of pickup. Fraudsters commonly use the  
victim’s correct billing and personal details, ask for in-store pickup, and then appear  
in-store while assuming the identity of said victim.

## Delivery Abuse

Some retailers have started to offer free delivery if customers pick up part of  
their orders in-store. However, customers are abusing this omnichannel option  
to capitalize on the free delivery. Instead of coming to pick up some of their  
order in-person, customers will simply apply the free delivery services to larger  
/higher value items (i.e. an expensive home appliance) and never come to the  
physical store to pick up the smaller and less valuable items (i.e. household  
cleaning supplies).

---

## RETURNS ABUSE

# Reduce the abuse 43%↓ DECREASE

Merchants should be prepared for this form  
of policy abuse – where consumers take  
advantage of a merchant’s return program and  
policies – to pick up in the coming months.  
In order to remain competitive in this COVID-19  
environment, merchants have been more  
flexible with their returns policies.

This includes:

• **Return policy extensions.**
• **No more “final sale” items.**
• **Return anywhere.**

As businesses go back to “normal,” there is  
likely to be a spike in returns fraud and abuse.  
Merchants should ensure they are prepared.

## Curbside Pickup

Many retailers and consumers have  
embraced curbside pickup (also  
known as “click-and-collect”) as a  
safe alternative to in-store shopping.  
Merchants should keep curbside pickup  
as a top priority, especially as the holiday  
season approaches. It is likely that more  
shoppers will turn to online channels  
rather than in-store experiences.

---

## POLICY ABUSE

# Keeping consumers happy

32%↓  
DECREASE

As customer expectations remain high and digital channels have  
become a more primary focus, merchants are shying away from  
strongly enforcing any policies that may restrict consumer interactions  
with their brand and potentially turn away good customers.  
Customers expect brands they shop at to trust them and  
not create barriers to their purchase process.

---

## COUPON ABUSE

# A rewarding way to shop

22%↓  
DECREASE

Despite an overall decrease in coupon abuse, data did  
indicate a rise through the early days of COVID-19.  
This eventual decrease was a result of the  
plummeting activity  
in the travel industry where coupons are most often used.  
However, as noted in the <u>Forter Fraud Attack Eighth Edition,</u>  
there was a large uptick in coupon use across the food  
delivery, beverage, and grocery industries. They  
offered new customers new user promotions and  
loyal shoppers with added rewards points. Merchants should look for coupon and  
promo abuse to increase in coming months, especially during  
the holiday season.

---

## INSTRUMENT MANIPULATION

# Rise of the robots

33%↑  
INCREASE

Instrument manipulation or the takeover of the  
entirety of the instrument itself, reflects the  
growing sophistication and the ease by which  
fraudsters are able to access more affordable  
mobile devices and hardware. Through  
burner phones, virtual machines, bots, and  
remote desktop protocol (RDP), fraudsters  
mask their activities, cloaking themselves  
from detection by less sophisticated fraud  
prevention systems. Rules-based systems and  
manual reviews will not be able to accurately  
distinguish between legitimate device use  
and when a device has been taken over for  
nefarious purposes.

## Bot Attacks

Bot attacks are being dedicated to  
exploiting specific sites. These attacks  
are launched from outside the country  
where the business and items are sold,  
but they are built specifically to attack  
certain brands and are responsible for  
tens of thousands of very aggressive  
attacks. Smart home products including  
home security and alarm systems are  
being specifically targeted.

---

## REPEAT OFFENDERS

# Fool me once...

66%↑  
INCREASE

More fraudsters are retrying their luck against websites whose systems have  
previously failed to identify their attacks. These websites often have legacy  
fraud systems in place leaving them more susceptible  
to exploitation and less capable  
of accurately stopping fraud. This trend also reflects  
the repeat targeting of newer  
and more vulnerable areas of the customer journey, including loyalty programs  
and returns policies or industries where there are influxes of consumer volumes.

---

## ON THE HORIZON...

## A taste of what’s to come this 2020 holiday season

The upcoming holiday season is likely to  
highlight the commerce trends seen earlier  
this year. Many merchants attempting to  
recoup some of the physical / in-store  
losses they have felt earlier this year as a  
result of the COVID-19 environment will aim  
to capitalize on holiday consumer volumes  
and new shoppers.

How can merchants prepare their business  
to catch fraud while recouping losses  
caused by the global pandemic?

---

# Differentiate

**between legitimate**  
**behavior and fraud at scale**

Online transaction volumes are  
likely to soar in the coming weeks,  
and merchant systems will need  
to be prepared to meet demands  
at scale to capture all potential  
revenue. Merchants need to be able  
to differentiate between atypical  
holiday shopping behavior, new  
users, and fraud. Fraud prevention  
systems must understand new user  
behavior and the broader holiday  
context to approve legitimate  
transactions in real time, without  
impacting the customer experience

**Areas of focus:** false declines, cart  
abandonment.

---

# Deliver

**new omnichannel**  
**experiences- securely**

Shoppers who once relied on  
in-store interactions for all of their  
holiday shopping will turn to digital  
channels or omnichannel options.  
Merchants will need to ensure they  
not only have seamless connectivity  
between shopping channels to deliver  
on consumer demands, they’ll also  
need to amply protect themselves from  
fraudsters and good customers, looking  
to exploit these new offerings.

**Areas of focus:** returns, policy, and  
delivery abuse; BORIS/BOPIS.

---

# Protect

**your brand from impending**  
**account-based attacks**

With fraudsters taking advantage of  
diverted attention, credentials and  
accounts are being harvested now,  
and will likely be exploited during  
the holiday season. Ensure your  
fraud prevention system can assess  
every touch point and interaction a  
customer has with an online platform  
to catch suspicious account-based  
activity. If you’re only stopping fraud  
at checkout, you’re already too late

**Areas of focus:** ATO, New account  
signup fraud and abuse.

---

## The way forward

COVID-19 has changed global commerce.  
As this new era of digital commerce has  
begun, fraudsters have taken note.

How and where fraud and abuse are committed have shifted  
and require merchants to alter their approach in order to  
better protect their business and brand. Merchants must  
sure their businesses are prepared to meet the new  
challenges of the current climate.

---

## DATA IN ACTION

## Approve more

With a more sophisticated fraud prevention system in place, merchants will be able to accurately identify  
legitimate buyers from fraudsters when an influx of new customers hit their site. Using a fraud prevention platform  
powered by a global network of merchants allows retailers to leverage a wide set of data across geographies,  
touch points (in-person and online), industries, and clients to accurately identify legitimate consumer behavior  
and fraudulent behavior. This dramatically reduces false declines of good customers and protects businesses  
from emerging fraud and abuse trends.

---

## Prevent fraud and abuse at scale

Businesses need a <u>single, fully automated and adaptable fraud prevention platform</u> capable of assessing trust at  
every point of interaction in real time. Unprecedented consumer volumes and shifts in digital interactions require a  
fraud prevention solution that will scale seamlessly as a merchant’s business grows and shifts.

---

## Protect new channels and offerings

As companies add new channels and strategies to meet changing consumer needs, new opportunities for  
fraud and abuse will emerge. To support these expanding channels, merchants must be able to assess trust at  
every point of interaction in real time – from login, to coupon redemption, pick-up, and returns. Retailers should  
expect a spike in policy fraud and abuse if not amply prepared.

---

## Always stay a step ahead

While many forms of fraud appear to be on the decline, increased online transaction volumes are masking the  
true impact of fraud, and merchants cannot rest on their laurels. Fraudsters are capitalizing on diverted attention  
to harvest and age account data now to launch more impactful account-based attacks in the coming months.  
Merchants must examine their current approach to fraud and abuse prevention now, to properly prepare for the  
future.

The last year has seen extreme changes, and the effects are sure to linger into 2021 and beyond. **Merchants**  
**must examine their current approach to fraud and abuse prevention now.**

---

## ABOUT FRAUD ATTACK INDEX REPORT

The **Ninth Edition of Forter’s Fraud Attack Index** highlights changes within and across the  
dynamic world of online commerce from H1 2019 - H1 2020. This report is based on the depth  
and breadth of Forter’s robust database to examine shifting behaviors and trends in online  
fraud attacks across global industries. With over $200 billion in e-commerce transactions and  
the ability to know over 800M unique users across a robust network, the Ninth Edition Forter  
Fraud Attack Index encapsulates the most extensive research ever conducted in this field.

This report reveals fraud attack rates, rather than successful fraud, exposing current fraud and  
abuse patterns across a variety of global industries. This report aims to arm retailers with a  
deeper understanding of the current commerce climate, payment trends and rising vectors of  
account fraud and abuse, and to better equip them with the ability to ensure their businesses  
and customers are better protected from the most common fraud and abuse methods and  
vulnerabilities in the coming months and year.

---

## Methodological approach

Our approach to data pulls involves two different  
measurements in order to look for patterns in the  
data and to best calculate fraud averages:

The first methodology described will allow for data  
is more representative towards specific merchants  
and therefore, maybe much more dependent on  
specific phenomenon due to specific merchants.

The latter methodology tends to have more  
fluctuations due to the fact that denominators  
are lower.

$$
\frac{\sum^{M}i=1}{\sum^limits{M}i_{i=1}N_{i}}  
$$

By weighting every transaction  
identically, where larger merchants have  
a larger impact on the resulting data.

Where F, is the number of fraud  
transactions for merchant i and N, is the  
number of transactions for merchant i and  M is the  
number of the merchants.

$$
\left\langle\frac{F_{i}}{N_{i}}\right\rangle  
$$

By weighting every merchants’ rates  
and averaging those rates, so that all  
merchants will have equal impact on the  
resulting data.

Where F, is the number of fraud  
transactions for merchant i and N, is the  
number of transactions for merchant i and  M is the  
number of the merchants.

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