Fraud detection and prevention in the travel industry, owing to its very nature, poses a great challenge to every company within this sector, especially OTAs (Online Travel Agencies) and airlines. Fighting fraud while simultaneously avoiding false positives has become quite a daunting task given both today’s global complexity and the technological advancements that are now at fraudsters’ disposal.
Today, an in-depth, real-time analysis of all transactions is a must as it allows to differentiate criminals from legitimate customers. Nethone – a leading provider of AI-driven Anti-fraud and Business Intelligence solutions – has used their cutting-edge profiling tool and advanced Machine Learning models to investigate the . As a result, the company’s data science team has selected 4 most interesting facts on fraudulent behaviour that the traditional, statistics-based approach to gaining insight fails to reveal.
Here are the key findings:
1. Incognito mode might seem suspicious, but in reality it is more common among legitimate customers than fraudsters.
2. 3% fraudsters use Incognito mode in their browsers
4.1% legitimate customers use Incognito mode in their browsers
1. Incognito mode might seem suspicious, but in reality it is more common among legitimate customers than fraudsters.
2. 3% fraudsters use Incognito mode in their browsers
4.1% legitimate customers use Incognito mode in their browsers
2. While it is rare among typical users to spoof user-agent, fraudsters often do that to avoid being correctly identified. User-Agent is a label with information about the operating system, the browser and sometimes even about the device model. It is used by a browser to introduce itself to web applications.
6.8% fraudsters spoof user-agent
0.29% legitimate customers spoof user-agent
6.8% fraudsters spoof user-agent
0.29% legitimate customers spoof user-agent
3. Fraudsters copy & paste the payment card information into the payment form more than twice as often as legitimate customers
28.8% fraudsters use clipboard
12.2% legitimate customers use clipboard
28.8% fraudsters use clipboard
12.2% legitimate customers use clipboard
4. Virtual Machines are rarely used by genuine customers, they are however regularly employed by fraudsters to carry out their attacks. Virtual machines allow you to run an operating system in an app window on your desktop that behaves just like a separate computer.
4.2% fraudsters use Virtual Machines
0.05% legitimate customers use Virtual Machines
Tags: NETHONE
4.2% fraudsters use Virtual Machines
0.05% legitimate customers use Virtual Machines
Tags: NETHONE
