[New Research] Effects of Changes in Mobile and Social Spending on Malvertising Threats

by Kathleen Booth, on Jan 19, 2021 9:00:00 AM

Q4 of 2020 saw a relatively steep decline in mobile and social threat levels, while mobile still remains the highest producer of threats overall. This trend piqued our interest and got us digging into why we saw a drop.

Ultimately, what we found was unsurprising: increased mobile and social ad spending points to higher demand than other quarters, which likely drove up malvertiser costs and served as a deterrent to highly price sensitive malicious actors.

-- Article Continues Below--

Q4 2020 webinar

Mobile Spending

Mobile ad spending has been increasing both year-over-year and quarter-over-quarter through the first couple quarters of 2020. 

PubMatic found that mobile advertising spending in Q2 of 2020 was 71% over that of Q2 2019. It was also 8% higher than Q1 2020, and given the timing of the US election cycle and the extended holiday discount season, we expect the trend to continue through Q3 and Q4 of 2020.

Statista finds that:

“In 2019, mobile advertising spending worldwide amounted to 189 billion U.S. dollars and it is expected to surpass 240 billion dollars by 2022. Mobile advertising has been rapidly growing in the past couple of years, but it is expected to slow down to about 10.4 percent by the end of 2022.”

While increases in demand and mobile spending may result in higher CPMs, mobile remains a very attractive avenue for malvertisers to use in carrying out their campaigns.

The findings in our Q4 SMART (Summary of Malicious and Reputational Threats) Report bear this out very clearly. While the larger scale, single point attacks are happening on desktop, mobile maintains a consistent threat level and is still responsible for the most total threats across the quarter.

Read the full report.

Social Spending

Similar to the trends we see on mobile, social spending is on the rise as well.

For example, CPMs for Facebook increased significantly going into the fourth quarter.

cpms for facebook 2020 q4


This change in spending corresponds quite closely with a drop in threat level on Facebook, and across social browsers in general.

threat level changes browser

Facebook browser saw a 79% drop in threat level, and while still responsible for a large percentage of overall threats, this is a precipitous drop.

It stands to reason that higher CPMs have helped to crowd out malvertisers and reduce the overall threat level on social browsers.

Similar to the trends we're seeing with mobile threat levels, the most important thing to keep in mind is that social media is where users are, and while higher CPMs may help reduce major spikes in social threat levels, social media will always be a highly targeted avenue for malvertisers.

Key Takeaways

When looking at 2020 as a whole, we saw that drops in mobile and social advertising costs early on in 2020 due to COVID reduced the barrier to entry for bad actors to purchasing advertising. This led to an increased threat level early in the year, particularly on mobile and social browsers.

The return of brand advertisers in the latter half of the year has driven up CPMs and we've seen a corresponding drop in the threat level on mobile devices and social browsers. They do, however, still remain the most targeted browsers and devices.

Q4 2020 smart report

Topics:Malvertising DataMalvertising

Our blog

Where businesses come to learn more about protecting the points of digital engagement with their customers, audiences and users.

Subscribe to Updates