DDoS

2024 DDoS Attack Trends

Unveiling the rise of Hacktivism in a tense global climate.
By David Warburton (additional contributions by Malcolm Heath)
July 16, 2024
30 min. read
Table of Figures

Introduction

The OWASP Top 10 has not called out denial of service (DoS) attacks as a top threat to web applications for over twenty years. Published way back in 2004, the second OWASP Top 10 list awarded the number nine spot (known as A9) to “Application Denial of Service” attacks. Since the 2004 edition, however, threats posed by DoS attacks have been rolled up into other categories such as Broken Access Control.

We think it may be time for DoS to make a reappearance in the forthcoming 2024 OWASP Top 10.

Through a combination of geopolitical unrest, trivially exploited vulnerabilities, and the emergence of new botnets, denial of service incidents have exploded since our 2023 DDoS Attack Trends report in February 2023. With the seemingly unstoppable growth in denial-of-service attack frequency and sizes, it begs the question: are we as an industry doing enough to thwart the risk and impact of DDoS?

By combining analysis of the DoS incidents encountered by the F5 Distributed Cloud service with insights from security engineers in the Security Incident Response Team (SIRT) and the Threat Analytics and Reporting (TAR) teams, we have been able to paint a detailed and insightful picture into the current state of DoS attacks being used by threat actors all over the world. This report focuses on the attacks and trends seen during 2023 but includes a brief insight into new attacks and trends observed in the first half of 2024.

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Executive Summary

Distributed denial of service attacks have seen enormous growth regardless of which way you measure them. Frequency of incidents, average peak bandwidth, and complexity of attacks are all increasing, and it appears that no organization is safe.

Organizations are being attacked in almost equal measure, regardless of their geographic location, the size of the company, or the industry to which they are most closely aligned, though there are some exceptions to this. Notably America, France, and the UK, saw significant spikes in DDoS activity which align closely to geopolitical events playing out on the global stage. This reinforces the understanding that unskilled but politically motivated individuals are increasingly making use of DDoS servers (stressors) and botnets in an attempt to make their voice heard.

The Software and Computer Services industry saw the most activity throughout 2023, with Telecommunications also suffering persistent attacks. Virtually all sectors saw significant growth in attacks in 2023 compared with the previous year. Software and Computer services attacks doubled, but the Telecommunications and Banking industries saw explosive growth with each seeing an approximate fivefold increase in incidents.

Other notable findings from this report include:

  • Attacks more than doubled in 2023 compared with 2022, growing almost 112%.
  • The biggest attack of 2023 was in March and peaked at 1Tbps, targeting an organization in the Support Services1 sector.
  • That same organization also suffered the most attacks across the year, 187 in total.
  • The mean number of attacks withstood was 11, meaning each organization dealt with a denial-of-service incident almost once month.
  • Overall, DNS QUERY attacks were responsible for the vast majority of overall DDoS attacks being seen in 26% of events through 2023.
  • Individual industries saw some differences, with BFSI in particular seeing more TCP SYN floods that anything else.
  • Software and Computer Services was the most attacked industry in 2023 comprising 36% of all attacks. Telecommunications took second place, followed up Support Services, BFSI, and Media.
  • Telecoms saw the biggest jump in the number of attacks it faced.
  • Attack sizes remained high throughout the year with attacks consistently above 100Gbps, and many over 500Gbps. February was the outlier with the biggest attack of that month reaching less than 10Gbps.
  • Recent activity seen in the first half of 2024 points to continued growth with threat actors increasing their efforts to compromise IoT devices and subsume them into their botnets.

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DDoS is Dead! Long Live DDoS!

Denial of Service attacks are approaching their middle age. It is almost 30 years since the first recorded attack which targeted the internet service provider Panix in September 1996. Almost three decades later we continue to see DoS evolve with emerging attack vectors affecting new protocols (HTTP/2) and old ones (DNS), alike.

Although the latter half of 2022 and the start of 2023 saw law enforcement making significant progress in the battle against DDoS-as-a-Service providers, the rapid recovery of organized crime and the announcement of new DoS attack vectors means that the relative calm was short lived.

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One Step Forward: Global Takedowns

A large proportion of global denial of service traffic originates from malicious DDoS-as-a-Service platforms, hosted and run by organized crime gangs. It makes sense, therefore, that law enforcement agencies invest significant effort in to bringing down these so-called “booters” or “stressors”. This is exactly what happened in December 2022. Europol, working with agencies from the United States, the United Kingdom, the Netherlands, Poland, and Germany, took down around fifty of the world’s biggest stressors (Figure 1).2

Figure 1. Screenshot of DDoS-as-a-Service website after seizure by Europol

The effect of this operation can’t be overstated. The decline in DDoS traffic in the months after the takedowns was profound, as we’ll uncover as we dive in the numbers later in this report. February 2023 was, in particular, a very quiet month. Attack frequency was down considerably, as were the size of attacks. The largest attack seen in February measured only 7 Gbps.

Threat actors recovered quickly, however, with March witnessing the largest attack of the year coming in at 1 Tbps.

International take-down operations, such as those led by Europol, continue to be an important part of combatting organized cybercrime. One stressor taken down in the December 2022 operation was believed to have been responsible for 30 million attacks. For the most part, however, the focus of law enforcement is on the individuals who break the law, not the devices used to carry out the attacks. Websites and domains are also seized, but until the compromised devices which make up a DDoS botnet are taken care of, they remain in place just waiting for a new crime gang to co-opt them for their own purposes.

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One Step Back: The Mozi DDoS Botnet

This report focuses on DDoS attacks which took place over the course of 2023. We would be remiss, however, to not address the huge rise in DDoS activity seen at the start of 2024. As recently covered in the April 2024 edition of the Sensor Intel Series, threat actors have been using new vulnerabilities to build DDoS botnets from TP-Link and Netgear routers, among others.

CVE-2023-1389, a command injection vulnerability in the firmware for the TP-Link Archer AX21 Wi-Fi routers accounts for 40% of malicious scanning activity during April 2024 (see Figure 2). Exploit code for this CVE indicates that attackers are using it to take over vulnerable devices and subsume them into the Mozi botnet.

Figure 2: Most targeted CVEs by malicious internet-wide scans

Figure 2: Most targeted CVEs by malicious internet-wide scans

The Mozi botnet has been documented as able to conduct HTTP, TCP, UDP, and other attacks. More information can be found in the April 2024 Sensor Intel Series article.

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And Another Step Back: Emerging DDoS Attack Vectors

HTTP/2 Abuse

The relatively new HTTP/2 protocol (new in internet terms, since the protocol is now almost ten years old) recently came under the spotlight of security researchers. The latter half of 2024 and start of 2024 saw not one, but two, new vulnerabilities which could create denial-of-service conditions even when HTTP/2 implementations followed the RFC to the letter. This is a big deal. Oftentimes it is a specific implementation of an RFC which is found to be vulnerable. In both following cases involving HTTP/2, however, all implementations are potentially vulnerable since the RFC itself did not consider all potential vectors of abuse.

HTTP/2 Rapid Reset Attack

The first HTTP/2 denial-of-service vulnerability, eventually published under CVE-2023-44487, was first discovered by Google after mitigating the largest application layer attacks ever seen. It is well defined by the CERT-EU security advisory:1

The vulnerability exploits a weakness in the HTTP/2 protocol, allowing attackers to generate hyper-volumetric DDoS attacks. The attack involves sending a large number of HTTP/2 streams and immediately cancelling them, creating a cost asymmetry between the client and server. The attacker exploits the RST_STREAM and GOAWAY frames of the HTTP/2 protocol to manipulate the connection. This leaves the server doing significant work for cancelled requests while the client pays almost no costs.

HTTP/2 Continuation Frame Attack

The second HTTP/2 DoS vulnerability was announced in May 2024 and, for anyone that remembers it, shares a theme with the Slow Post denial of service attack method.2

The binary HTTP/2 protocol features multiple types of ‘frames’. Some are used as Headers, others contain Data to be sent between the client and server. Other frame types also exist and one of them is known as a Continuation frame. This is used to signal to the server that the client has more data to send so the connection should be left open. A malicious HTTP/2 client is able to send an arbitrary number of Continuation frames to the server and exhaust its available memory. The F5 DevCentral community has a great write up on HTTP/2 Continuation Frame Attacks.

The CERT Coordination Center details Vulnerability Note VU#421644 and it is this article that should be used to look for CVEs against specific HTTP/2 implementations.3

Loop DoS

Attackers making use of UDP floods often benefit from the ability to spoof the source IP address which results in ineffectual IP based blocking. UDP packets, however, still require that traffic is generated from a malicious or compromised clients (zombies) in a botnet. Loop DoS, by contrast, needs no such botnet. A single malicious request to Alice results in a flood of traffic to Bob. Bob then responds to Alice, generating yet more unwanted traffic.4 Essentially, Alice and Bob are tricked into  attacking each. Despite this potential attack vector being known since 1996, it was only revealed as a practical attack method in March 2024 with protocols such TFTP, DNS, NTP, Echo and Chargen open to exploit.5 A reported 300,000 servers were potentially vulnerable to this attack.6

DNSbomb

As if DNS hasn’t already been exploited enough for denial of service attack vectors (such as NXDOMAIN attacks as well as DNS reflection floods) yet another exploit was revealed for this much beleaguered protocol. Just as with the HTTP/2 based attacks, this method exploits not a vulnerability, but deliberate mechanisms defined within the RFC 1035 specification.

Researchers determined that by making use of availability, security, and reliability features of DNS, it is possible to accumulate DNS queries such that all responses are let loose at once in “pulsing bursts”, which could result in a potential denial of service situation. Individual DNS vendors have issued their own CVEs but an industry-wide CVE was also published under CVE-2024-33655.7

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After slow but marked decline in DoS attacks over recent years, 2023 saw a staggering increase compared with 2022. DDoS attacks have not only become more prevalent, in part due to their commoditisation and ease of use, but also due to rising global tensions and the ease with which hacktivists can launch an attack.

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DDoS Attacks Explode in 2023

The global map shown in Figure 3 provides a glanceable view of the attacks seen by F5 Distributed Cloud over the course of 2023. While the number of attacks encountered by each region appears to vary drastically, the frequency of incidents is directly proportional to the number of customers in any given region. What does mean? Regardless of the postal address of an organization’s headquarters, or the virtual address of its IPv4 space, attackers care not for geographical boundaries. While individual counties do see more incidents than others, no one continent is worse than any other when averaging out countries in that region. We dive in to regional and country-level comparisons later in this report.

Figure 3: Regional comparison of DDoS attack frequency and peak bandwidth

Figure 3: Regional comparison of DDoS attack frequency and peak bandwidth

Looking at total incidents, we found that DDoS attacks more than doubled over 2023, exploding from just over 1,000 in 2022 to more than 2,100 a year later (see Figure 4).

Figure 4: Count of DoS attacks by year

The mean number of attacks each organization faced was just over 11 across 2023, almost one a month. Needless to say, some businesses faced more attacks than others. One unfortunate Software & Computer Services firm withstood a staggering 127 attacks over the course of the year. However, this was far from the most attacked organization. One company stole the unenviable crown for most targeted, suffering a whopping 187 individual DDoS incidents in 2023. This company, found in the Support Services industry, was also unlucky enough to be the victim of the largest attack we saw in the year.

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Average Peak Attack Sizes Grow

Although the F5 Distributed Cloud service hasn’t seen an incident as large as the 1.4Tbps attack which it mitigated in 2021, it came close in March 2023 when it blocked an attack reaching 1Tbps (as Figure 5). Threat actors attempted to take down the aforementioned Support Services organization with a deluge of TCP SYN packets. Most months in 2023 saw peak attack sizes of 100-200 Gbps or greater, with February being the only significant outlier, seeing only a relatively tiny 5Gbps attack.

While Figure 5 is useful to visualise largest and smallest of all attacks, the box-whisker plot is perhaps more useful to determine the most frequent attack sizes. The lower quartile of peak attack sizes varied very little throughout 2023 with the lowest 25% of attacks reaching only 30-50Mbps. However (noting the logarithmic scale on the y-axis of Figure 5) the upper quartile saw steady and significant growth, indicating the steady rise in average attack bandwidth. January’s upper quartile reached only 100Mbps with the year ending at 900Mbps attacks in December.

Figure 5: Box-whisker plot of attack peak bandwidth over 2023 (note the logarithmic scale on the y-axis)

Figure 5: Box-whisker plot of attack peak bandwidth over 2023 (note the logarithmic scale on the y-axis)

Let’s change the view to dive in to attack sizes further. The histogram in Figure 6 uses logarithmic binning on the x-axis in order visualize how often certain attack sizes occur, but what can we learn from this? Well, we can see that attacks peaking at 50-200Mbps in size are by far the most common.

Figure 6: Frequency distribution of peak attack size across 2023

Figure 6: Frequency distribution of peak attack size across 2023

Attack sizes of 50-200 Mbps would suggest that they are trivial to mitigate, especially considering the widespread adoption of fibre broadband and many home users enjoying connections well up to 1Gbps. As we examine later in this report, however, saturation of a network connection is rarely the sole objective of DoS attackers.

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Preferred Attacker Techniques

As we’ve seen so far DDoS attacks are, on average, getting larger and more common but what techniques and attack vectors are being favoured by threat actors? Previous F5 Labs DDoS Attack Trends reports have shown a slow increase in attacks which relied on the TCP.1 This made sense considering we also saw an increase in application-based attacks which, at least for HTTP(S) applications, required a TCP connection. That trend is slowly reversing, however, with UDP being used to deliver 4x more attacks than TCP, and 8x more than ICMP (Figure 7). With the web slowly moving from HTTP/2 (a TCP based protocol) to QUIC and HTTP/3 (which uses UDP) we expect to see this trend grow at an increasing rate over the coming years.

Figure 7: 2023 DoS attacks by network layer protocol

Note: Since many attacks are multi-vector and will attack many apps across different protocols, the values for UDP, TCP, and ICMP combined will add up to more than the years’ total individual attacks.

Peak attack size, as showcased in Figure 5 and Figure 6, tells only part of the story. What ports, protocols, and applications are being attacked can be more important to understand since some DDoS attack vectors are significantly harder to protect against than others. Take, for example, what might appear to be a surge in web traffic. Is a sudden increase in HTTP GET requests sign of a successful marketing campaign, the result of a reseller bot attempting to purchase all inventory, or a layer 7 DDoS attack? Ultimately, if the webserver is overwhelmed and unable to serve pages to genuine customers, does it matter what the original intent was? The result is the same. Denial of service.

When is a DDoS Attack Not a DDoS Attack?

In May, June, July, and August of 2023 a major online retailer suffered a number of denial-of-service incidents. The July DDoS incident peaked at approximately 16,000 transactions per second (TPS), and was a simple HTTP GET flood targeting the home page of the retailer. Two attempts were made, each lasting approximately thirty minutes. Over 61,000 unique IP addresses were observed participating, from more than 4,000 different ASNs, suggesting a distributed botnet as the origin of the attack.

The DDoS events coincided with the retailer opening early access to new products. The goal of the attacker is believed to have been an attempt to disrupt access to the retailer during an important product release. Upon closer inspection of the malicious activity, however, it was noted that while some incidents were indeed directed DDoS attacks, many were the result of web scraping bots attempting to obtain product and pricing information. This web scraping was so intense that, on multiple occasions, it created denial of service conditions for genuine customers. The bot was easily identified since its traffic was all directed at product pages and was not found to follow common human flows.

Figure 8: Traffic pattern of a retailer under DoS attack caused by web scraping bots

By removing the DDoS traffic we can see that while this one incident dwarfed all other traffic observed during this timeframe. Positively identified malicious automation is in red, suspicious and flagged traffic is in yellow.

Distributed denial of service attacks are commonly grouped in to three layers, depending on their intent. Volumetric (also called ‘network’) attacks attempt to consume network bandwidth, protocol attacks try to overwhelm networking devices, while application attacks target the application stack itself and attempt to consume all available memory or CPU cycles. The MITRE ATT&CK framework takes a different approach. Our mapping of DDoS layers to those found in the ATT&CK model can be found in Table 1 (Appendix).

By Layer

Using the standard model of DDoS attack layers (volumetric, protocol, application) we see a consistent 50% of attacks at focusing on the network layer (see Figure 9). These volumetric attacks combine direct network floods with reflection attacks in an attempt to saturate the networks delivering the application to users. Back in 2022 we saw a steady increase in application layer attacks (including HTTP(S) floods and DNS queries) and this growth peaked at just under 40% of all attacks by quarter 1 of 2023. Over the remainder of 2023 application focused attacks decreased to around 25% with protocol layer attacks picking up some of the slack.

Figure 9: Distribution of target layers over 2022 and 2023

Figure 9: Distribution of target layers over 2022 and 2023

Using the MITRE ATT&CK framework to categorise denial of service attacks paints much the same picture, if only in slightly more detail (Figure 10). Limitations in data collection prevent us from categorizing attacks under T1499.003 (Application Exhaustion Flood) and T1499.004 (Application or System Exploitation), though our case studies provide clear indication that these attack vectors are indeed under widespread use (see When is a DDoS Attack Not a DDoS Attack?). Figure 10 also implies a fairly consistent spread of attack types over the year, save for the marked decrease in T1499.002 (Service Exhaustion Flood attacks).

Figure 10: MITRE ATT&CK categorization for attacks throughout 2023

Figure 10: MITRE ATT&CK categorization for attacks throughout 2023

Having considered attack frequency, attack size, and attack layer, what if we combine all three metrics? It is not until peeling back the layers, so to speak, that we can begin to understand the importance of attack frequency and the tiers at which they are attacked. Figure 11 shows individual histograms for application, protocol, and volumetric (network) attacks (note the logarithmic binning on the x-axis).

At casual glance, it is already apparent of the vast discrepancy of peak attack size frequency based on the layer targeted by the attacker.

Figure 11: Attack frequency distribution by attack size, per attack layer

Figure 11: Attack frequency distribution by attack size, per attack layer

While volumetric attacks see a steady decline in frequency as we move from the small 100Mbps attacks through to the largest ones at 1Tbps, a very different story can be seen for attacks targeting the application tier. The overwhelming majority of application-focused DoS incidents are micro-DDoS attacks, ranging from 50Mbps to 200Mbps. Application focused attacks rarely result in large amounts of network bandwidth. While 50-200Mbps attacks sound trivial in nature, the complexity of mitigating these application focused attacks is anything but.

By Vector

Digging down one more layer, let’s look at which application or protocol is being focused on. Previous reports have shown that generic UDP floods or DNS reflection attacks were most popular attack vector of the past few years. This year we see a notable change.

Over 2023, DNS QUERY (also known as NXDOMAIN attacks) were by far the most common, at least when evaluating all industries together (see Figure 12). As we will examine later, some industries are being targeted in different ways. While DNS reflection (T1498.002 Reflection Amplification, as categorised by MITRE) is actually a form of volumetric/reflection attacks, NXDOMAIN attacks send genuine queries to a DNS server for domains that don’t exist. By sending queries for spurious non-existent domains the DNS server is compelled to perform a lookup and then return an NXDOMAIN error. The quantity of requests consumes the resources of the DNS server, preventing genuine users from resolving a domain into the IP address their device needs in order to find and connect to the service they require. Attacking DNS servers allow attackers to take down multiple sites and services at once. In 2016, a DDoS attack targeting DynDNS and the resulting outage took down dozens of the world leading sites, including the BBC, Netflix, and Paypal.

Figure 12: Attack vector of DoS incidents over 2023

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2023 DDoS Attacks by Industry

How do attacks differ by industry? Do threat actors focus more on some sectors than others, and do their tactics vary between them? We dove deep in to the data to try and answer these questions. For those interested, see how we classified organizations in the Methodology section.

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For each industry, we examined the frequency of attacks, peak bandwidth, and the most commonly targeted layer (network/volumetric, protocol, and application). While there is some correlation between frequency and attack sizes, that relationship is not always present.

Software and Computer Services was the most attacked sector in 2022 and remains so in 2023, having suffered double the number of attacks compared with the previous year (see Figure 13). This industry includes organizations which create applications, and also cloud hosting services such as infrastructure-as-a-service (IaaS) and software-as-a-service (SaaS). Just as with DNS NXDOMAIN attacks, if a threat actor is able to affect a cloud service they have the potential to take out multiple organizations, not just a single one.

The second most attacked industry was telecommunications, but it takes the top spot for biggest increase in attacks. These organizations suffered a staggering five fold increase in attacks in 2023 compared with the previous year. Banks and Media also saw significant increases in attacks, well above the average for all industries combined.

A small number of industries were fortunate to encounter a small decline in the number of attacks they faced. Government, Government Agencies, Food & Drug Retailers, Real Estate, and Technology Hardware organizations, all saw a small drop in the number of incidents targeting them.

Figure 13: Frequency of attacks in 2023 per industry

Those industries with the most incidents are not always the same ones defending from the largest of attacks. Figure 14 shows that the Support Services industry withstood the largest attack of 2023, weighing in at 1Tbps. The Support Services industry is defined as organizations offering HR, Payroll, and related services to other businesses. It is possible that organizations in this industry were directly targeted, but it is equally possible that they were hit due to the businesses they provided services to.

The Software and Computer Services industry, despite being the most attacked, only encountered DDoS incidents of 200Gbps or smaller.

Figure 14: Peak attack sizes in 2023 per industry

As we examined previously, volumetric attacks account for, on average, 50% of all DDoS incidents over the course of 2023. Diving in to individual industries, however, shows considerable variation in attacker focus.

Over 60% of attacks against the Support Services industry were targeting the application layer (Figure 15). Contrast this with Banks who saw relatively few attacks at this layer and, instead, faced more protocol attacks than any other type.

Figure 15: Proportion of DDoS attack layers in 2023 per industry. Note: industries with a small sample size have been excluded.

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By Website Rank

Does a high website ranking attract more DDoS attacks? Are small organizations (typically found toward the bottom of the world’s 1 million most popular sites) out of sight and, therefore, out of mind? (See Methodology in the Appendix to understand how we rank sites).

These are the questions we attempted to answer in Figure 16 (note that F5 Distributed Cloud has customers found at the very top of the top 1M sites, but only as far down as 100,000 in the rankings). In this histogram we can see that sites towards the top of the 1M list do indeed face more attacks, but a considerable number of incidents can still be found targeting sites regardless of their ranking. This plot is a useful reminder that all organizations, regardless of their size or ranking, are possible targets for DDoS attacks.

Figure 16: Frequency of DDoS attacks in 2023 by website rank

Figure 16: Frequency of DDoS attacks in 2023 by website rank

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Industry Breakdown

To what extent do threat actors modify and customize their DDoS attacks for each sector? Well, Figure 15 showed that attackers do indeed, coincidentally or otherwise, tend to prefer different attack methods for different types of organizations. We pick the five most attacked industries and dive deeper to see what else is hiding within the data.

Banking and Financial Services

Taken separately, Banks and the closely related industry of Financial Services rank 5th and 6th, respectively, when considering the total number of DDoS attacks. When combined, however, they place joint 3rd accounting for 11% of all incidents. Together, they witnessed a 140% increase in attacks compared with 2022.

Attacks throughout 2023 saw a good deal of fluctuation with regard to the frequency and size of attacks. The largest, measuring 400Gbps at it’s peak, arrived in June – the quietest month for this combined industry. Only two other months, March and July, saw similarly large attacks with five months in 2023 having attacks peaking at only 5-6Gbps (Figure 17).

Figure 17: Peak attack sizes targeting the Bank and Financial Services industries in 2023

Figure 17: Peak attack sizes targeting the Bank and Financial Services industries in 2023

As hinted at in Figure 15, there appears to be a definite preference towards application layer attacks when targeting DDoS attacks at the Banks and Financial Services industries. Figure 18 has a more detailed breakdown of most attacked layers using the MITRE ATT&CK framework for additional detail. The increase in volumetric attacks (reflection attacks, to be specific) in Q4 of 2023 doesn’t detract from the fact that the vast majority of attempted DDoS attacks focus on the protocol tier (“OS” in ATT&CK parlance). This suggests that attackers know the majority of financial institutions are generally well protected from large volumetric attacks and their best chance is to target another layer in the stack.

Figure 18: Distribution of attack vectors targeting the Bank and Financial Services industries in 2023

Figure 18: Distribution of attack vectors targeting the Bank and Financial Services industries in 2023

Digging a little deeper, we find that both the Bank and Financial Services industries are the only two for which the most common attack vector is not DNS QUERY (at least for those industries for which we have a large enough sample size to draw accurate and safe conclusions). Figure 19 and Figure 20 reveal that TCP SYN floods were most common attack vectors.

Figure 19: Distribution of attack vectors hitting the Banking industry in 2023

Figure 19: Distribution of attack vectors hitting the Banking industry in 2023

Figure 20: Distribution of attack vectors hitting the Financial Services industry in 2023

Figure 20: Distribution of attack vectors hitting the Financial Services industry in 2023

Telecommunications

The telecoms industry saw an unenviable 655% growth in attacks and accounted for 23% of all DDoS incidents in 2023. January and February were the quiet months before the storm of the rest of the year. The largest attack didn’t arrive until December and peaked at 583 Gbps.

Figure 21: Peak attack sizes targeting the Telecommunications industry in 2023

Figure 21: Peak attack sizes targeting the Telecommunications industry in 2023

The first quarter of 2023 saw a definite focus towards application layer (service) attacks, though this preference appeared to dissipate over the rest of the year as volumetric and protocol attacks increased (Figure 22).

Figure 22: Distribution of attacks against the Telecommunications industry in 2023

Figure 22: Distribution of attacks against the Telecommunications industry in 2023

As with the majority of other industries, DNS QUERY (NXDOMAIN) attacks were most common, but DNS reflections and UDP floods were also heavily used as can be seen in Figure 23. Unlike the Banking and Financial Services industries, TCP SYN attacks occurred relatively infrequently.

Figure 23: Distribution of attack vectors targeting the Telecommunications industry in 2023

Figure 23: Distribution of attack vectors targeting the Telecommunications industry in 2023

Software & Computer Services

This industry saw a relatively modest growth in attack frequency, growing 113% from the previous year. Although Software and Computer Services firms accounted for 37% of all incidents in 2023, the attacks themselves were far smaller that other industries. Using Figure 24 we can identify that the largest attack came in November and peaked at just 200Gbps.

Figure 24: Peak attack sizes targeting the Software and Computer Services industry in 2023

Figure 24: Peak attack sizes targeting the Software and Computer Services industry in 2023

The industry saw attacks spread quite evenly across application, protocol, and volumetric layers. The ATT&CK perspective of DDoS incidents show some small variation from quarter to quarter (Figure 25). Attacks against the ‘service’ tier (application layer) remained slightly more common than others throughout 2023.

Figure 25: Distribution of attack types against the Software and Computer Services industry in 2023

Figure 25: Distribution of attack types against the Software and Computer Services industry in 2023

As with other industries, DNS QUERY (NXDOMAIN) attacks were the most common vector by a significant margin (see Figure 26).

Figure 26: Distribution of attack vectors targeting the Software and Computer Services industry in 2023

Figure 26: Distribution of attack vectors targeting the Software and Computer Services industry in 2023

Support Services

The Support Services sector is described as including firms which offer general management, human resources, administration, payroll, and facilities management to other organizations. While the number of incidents focused on this sector remained fairly flat compared with 2022, Support Services takes a podium finish in 2023. It was the third most attacked sector with 11% of all incidents and also suffered the largest attack of the year which came in March, and measured an impressive 1 Tbps (Figure 27).

Figure 27: Peak attack sizes targeting the Support Services industry in 2023

Figure 27: Peak attack sizes targeting the Support Services industry in 2023

As Figure 27 also highlights, massive fluctuations in attack frequency and peak attack sizes were seen throughout the year. The vast majority of incidents were mini-DDoS attacks (sub 1 Gbps) and micro-DDoS (sub 200 Mbps) which makes the 1 Tbps attack in March and the 500Gbps in incident in November really stand out.

This industry also stands apart from the crowd when considering the most commonly targeted ‘layer’. As Figure 28 shows, for most of the year, more than 60% of all DDoS attacks against Support Services business were targeting the application, or ‘service’ as defined by ATT&CK.

Figure 28: Distribution of attack types against the Software and Support Services industry in 2023

Figure 28: Distribution of attack types against the Software and Support Services industry in 2023

Attacks in this sector almost exclusively used DNS QUERY (NXDOMAIN) floods as evidenced in Figure 29.

Figure 29: Distribution of attack vectors targeting the Software and Support Services industry in 2023

Figure 29: Distribution of attack vectors targeting the Software and Support Services industry in 2023

Media

With increased global tension comes increased reporting from the world’s press. It is perhaps no surprise, then, that attacks targeting Media grew by over 155% in 2023. The Mapping Media Freedom service shows similar growth with the number of reports of cyber attacks against media outlets jumping from only three in 2022, to 36 in 2023 (17 incidents targeting Hungarian media, and 6 focused on those in Ukraine).1

Data from F5’s Distributed Cloud service shows a very quiet start to 2023, in part due to the takedown of DDoS stressors in December 2022. Incidents grew rapidly from April onwards, however, with attacks typically reaching 20-90 Gbps (Figure 30).

Figure 30: Peak attack sizes targeting the Media industry in 2023

Figure 30: Peak attack sizes targeting the Media industry in 2023

January through March, and October through December were comparatively quite months for the Media industry with respect to DDoS attacks. It is therefore interesting that quarters 1 and 4 had relatively high proportions of application layer attacks (Figure 31). This implies that the additional in attacks, seen in April through September, were predominantly volumetric.

Figure 31: Distribution of attack types against the Media industry in 2023

Figure 31: Distribution of attack types against the Media industry in 2023

As with most other industries, incidents against Media were conducting primarily using DNS QUERY (NXDOMAIN) attacks (see Figure 32).

Figure 32: Distribution of attack vectors targeting the Media industry in 2023

Figure 32: Distribution of attack vectors targeting the Media industry in 2023

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2023 DDoS Attacks by Region

We kicked off this report with a high level look at attacks by global regions but what of individual countries? And, when it comes to the internet with global routing and the ability to forge IP addressed in UDP packets, how can we accurately attribute attacks to any one country? We explain more in Methodology (Appendix) but, simply put, when classifying organizations by industry we also looked up the location of their global headquarters. Since threat actors predominantly target organizations, and not countries as a whole, it is important to not attribute the wrong motivations to attacks. It is more likely for a business to be attacked due to it’s business activity or political affiliations, rather than the country in which it operates.

With all of those caveats out of the way, let’s dig in to the details to see what patterns emerge.

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Top Attacked Countries

While Figure 3 showed that Europe, the Middle East, and Africa (EMEA) encountered almost 60% of all attacks for 2023, that is likely explained by the sheer number of countries in this region. North America (NAMER) accounted for 38% of all attacks but the United States of America took top spot for most attacked country. The USA had more than double the number of incidents compared to France, number two in the list of most attacked countries (Figure 33).

Figure 33: Ranking of most DDoS'd countries in 2023

Figure 33: Ranking of most DDoS'd countries in 2023

In fact, the old 80/20 rule holds mostly true here: just six countries account for 80% of all attacks. Figure 34 tracks the number of incidents over the past two years for the USA, France, Saudi Arabia, Italy, Belgium, and the UK. From it we can see a number of standout periods.

Figure 34: DDoS incidents for the six most attacked countries in 2023

Figure 34: DDoS incidents for the six most attacked countries in 2023

December 2022

The end of 2022 saw an unusual and significant spike in DDoS attacks against UK organizations, dropping off in January and February 2023 almost as quickly as they grew. In November 2022 the Killnet group, long affiliated to Russian state interests, claimed responsibility for targeting multiple UK sites making reference the UK’s supply of missiles to Ukraine.1 It is believed that the continued attacks in December 2022 were similarly related to the UK’s support of Ukraine in their ongoing conflict. This period also saw considerable political activity in the UK with industrial strikes carried out in the rail, postal, and healthcare services.

February – March 2023

France saw relatively few DDoS incidents in 2022 which makes the sharp and sustained increase in 2023 most notable. Attacks exploded in February and March and this increase in activity was, at least in part, claimed by NoName057(16), another Russia-linked threat group. They claim to have targeted French sites due to announced pension reform.2

The United States of America continued to take a leading role on the world stage during these months. Increasing tension with China, responses to North Korean missile tests, and its continued support for Ukraine, all provided ample incentives for politically motivated hacktivists.

August – September 2023

France and Belgium continued to take prominent roles in diplomatic negotiations in the Middle East, but France, in particular, drew ire from both sides of the debate all saw increased activity in this period.

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Regional Breakdown

While many individual countries don’t contain enough data for us to draw accurate conclusions, taking a higher-level look at the continents within which they reside does allow us to tease out how attacks might different from region to region.

Europe, Middle East, and African (EMEA)

The EMEA region suffered 57% of all incidents in 2023 and witnessed a significant surge in DDoS attacks, with incidents more than tripling compared to 2022. Throughout the year, there was a marked and consistent increase in both the quantity of attacks and their peak bandwidth. The mean peak-bandwidth saw a dramatic rise from 50 Mbps in January to 5 Gbps by December. The largest attack occurred in June, measuring just under 500 Gbps (see Figure 35). The Software and Computer Services industry was the most frequently targeted, mirroring trends seen in North America (Figure 36). Additionally, the EMEA region experienced a substantial number of attacks against Telecommunications organizations, a stark contrast to the patterns observed in North America. At the beginning of 2023, 50% of all attacks in the EMEA region targeted the application layer; however, this proportion decreased significantly from the second quarter onwards (Figure 37).

Figure 35: Frequency of peak attack sizes for EMEA in 2023

Figure 35: Frequency of peak attack sizes for EMEA in 2023

Figure 36: Frequency of attacks in EMEA by industry in 2023

Figure 36: Frequency of attacks in EMEA by industry in 2023

Figure 37: Proportion of DDoS attack types targeting EMEA in 2023

Figure 37: Proportion of DDoS attack types targeting EMEA in 2023

North America (NAMER)

North America, the second most attacked region, experienced 37% of all DDoS incidents in 2023. A notable characteristic of this region is the relatively low proportion of volumetric (network) attacks, with 60% of all incidents targeting the protocol and application layers (see Figure 40). Despite a 140% growth in attacks, this increase was significantly less than in other regions. The Software and Computer Services sector was the most targeted, similar to the trend in EMEA. The second most attacked industry was Support Services, with one organization bearing the majority of these incidents (Figure 39). Attack frequency and peak bandwidth in North America fluctuated more throughout the year compared to EMEA. The largest attack occurred in March, peaking at 1 Tbps (Figure 38).

Figure 38: Frequency of peak attack sizes for North America in 2023

Figure 38: Frequency of peak attack sizes for North America in 2023

Figure 39: Frequency of attacks in North America by industry in 2023

Figure 39: Frequency of attacks in North America by industry in 2023

Figure 40: Frequency of attacks in North America by industry in 2023

Figure 40: Frequency of attacks in North America by industry in 2023

Latin America (LATAM) and Asia Pacific (APCJ)

Our sample sizes for these regions are small enough that we don’t feel it is fair to try to draw strong conclusions. We recommend basing your assessment for these regions on the global averages or digging in to industry based conclusions.

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Conclusion

The majority of industries and regions a saw significant growth in DDoS attacks over 2023 with many attacks directly attributable to geopolitical events throughout the year. In particular, Banking, Software and Computer Services, and the Telecommunications industries all saw dramatic increases in malicious activity compared with the previous year. Attacks grew so much in fact that, on average, businesses can be expected to deal with a DDoS attack around eleven times a year, almost once a month.

Attacker focus no longer seems to be on generating the largest possible amount of bandwidth. While large volumetric attacks are still an easy way for bad actors to cause disruption, very small micro and mini DDoS attacks are a far more common problem for businesses. On face value, small attacks appear to be trivial to cope with, yet their small size masks the true complexity of mitigation. For the majority of industries DNS NXDOMAIN attacks is the attacker tool of choice.

In addition, the non-human (bot) traffic scanning, scraping, and interacting with most websites will make it difficult for application owners to understand the cause of a degradation in service. Is it due to a well planned marketing campaign, an inability to identify and block automation, or a denial of service using the infamous SlowLoris attack, or perhaps a newer vector such as HTTP/2 Rapid Reset.

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Recommendations

DDoS attacks are clearly here to stay and while many attacks are relatively short lived their impact to the business and its reputation can be long lasting. The simplest recommendation (although perhaps the least helpful) is to recommend a cloud scrubbing solution. A managed service, monitored by experts who deal with DDoS attacks every day and backed by multi-terabit bandwidth capabilities, certainly offers the widest protection possible and can often be deployed with very little disruption.

Data privacy and compliance reasons may mean that organizations in some sectors need to retain at least an element of on-prem DDoS mitigation, however. For those that aren’t able to wholly rely on a managed DDoS service the following recommendations address some of the biggest challenges in mitigating the risk of outage due to a denial of service attack.
 

Technical
Preventative

Protect DNS

As we’ve seen throughout this report, DNS NXDOMAIN attacks are the preferred attack vector for most threat actors. If you operate your own DNS servers which are responsible for resolving the domain names of your public facing sites, it is highly recommend to deploy a DNS firewall. A mature DNS security solution will shield from internal DNS servers from malicious DNS lookups, as well as provide additional security measures such as automatic DNSSEC signing, and DNS-over-HTTPS (DoH) and DNS-over-TLS (DoT).

Technical
Preventative

Block Malicious IP Addresses

The majority of DDoS attacks are UDP based and, as such, source IP addresses are often forged by the attacker. Some sectors, such as Banks and Financial Services, have seen many TCP SYN floods. For these attacks, the ability to block known bad IP addresses is essential.

Technical
Preventative

Identify Bots and Non-Human Traffic

Whether malicious automation is used to scrape a website for intellectual property or launch an application-layer denial of service attack, being able to differentiate bots from humans is becoming an essential part of any defence-in-depth strategy. Understand the capabilities you may have in-house and what can be provided by a cloud scrubbing service. In order to accurately identify non-human users it will be essential to terminate SSL/TLS connections to inspect the requests being sent to the origin (application) server. User-agents and other HTTP headers are forged by attackers so ensure the solution you pick is able to inspect the client device to determine whether it is a real user or a bot.

Technical
Detective

Gain Visibility

Although not often seen being used in the wild, the TLS handshake itself can be a target of denial of service attacks. Investigate where TLS is being terminated and whether the origin server, application delivery controller, or cloud scrubbing services, can handle a large volume of TLS connections and how it is able to deal with malicious attempts to overwhelm the TLS stack of the target device.

Beyond protecting TLS itself, it is important to be able to inspect inside the encrypted connection to look for malicious application requests. DNS, HTTP, and other protocols can be protected by TLS. But while this encryption layer prevents snooping and tampering, it also hinders security solutions unless they are the ones terminating the TLS handshake.

Technical
Corrective

Patch, Patch, Patch!

The past year has seen a plethora of new DoS attack vectors, many of which rely on unpatched software or hardware solutions. If you are responsible for managing a fleet of internet-of-things (IoT) devices then it is important to ensure they are constantly patched and kept up to date, lest they be subsumed in to the latest DDoS botnet.

Administrative
Preventative

Be Aware of Geopolitical Events

Rising global tension and on-going wars have proven to be a clear catalyst for a growth in hacktivism. Cyber threat intelligence will provide a deeper insight in to threat actor activity and their intensions for conducting DDoS and other cyber attacks.

Appendix
DDoS Attack Layer to MITRE ATT&CK Mapping

The MITRE ATT&CK framework provides a consistent way of understanding threats, and the controls which aim to mitigate associated risk. Uptake of ATT&CK is gaining adoption, though there are many in the security industry which still use alternative terminology. For this reason we thought it useful to map ATT&CK terminology to that used by F5 and many other researchers in the security field.
 

General Classification MITRE ATT&CK technique MITRE ATT&CK sub-technique Example attack vectors F5 Attack Vectors
Application
 
 
Endpoint Denial of Service T1499
 
 
Service Exhaustion Flood T1499.002 HTTP(S) flood
Slowloris
TLS renegotiation
DNS query (NXDOMAIN)
HTTP GET
HTTPS GET
UDP DNS QUERY
Application Exhaustion Flood T1499.003 Heavy URL
Intensive SQL queries
 
Application or System Exploitation T1499.004 Exploit a vulnerability to crash a system or service  
Protocol Endpoint Denial of Service T1499 OS Exhaustion Flood T1499.001 TCP SYN floods
TCP ACK floods
TCP RST floods
UDP fragmentation
TCP ACK
TCP RST
TCP SYN
UDP FRAG
Volumetric
 
Network Denial of Service T1498
 
Direct Network Flood T1498.001 TCP flood
UDP flood
ICMP flood
UDP
ICMP
Reflection Amplification T1498.002 DNS reflection
NTP reflection
SNMP reflection
memcache reflection
Memcache
UDP LDAP REF
UDP NTP REF
UDP SNMP REF
UDP SSDP REF
UDP CHARGEN REF
UDP DNS REF
Table 1: Mapping DDoS attack layers to the MITRE ATT&CK framework
Methodology

F5 Labs believes in an ‘academic’ and transparent approach to research and publication. As such, we believe it’s important to understand the context and limitations of data so as not to draw incorrect conclusions.

Normalization

In reports such as this, there is always the question of whether to normalize calculations based on the sample size for any given attribute. We might, for example, find the proportion of attacks for each country based on the number of protected organizations in that region, rather than simple reporting the raw number of incidents. Normalizing data can be a way to provide a more consistent view of activity when comparing different attributes, such as country so long as the sample size is large enough. If France had one related organization and that organization received a single DDoS attack that could be interpreted to mean that 100% of organizations in France are being attacked. For this reason we have decided not to normalize data to account for the number of organizations per regions or industry. Instead we present to you the raw data and help you derive conclusions where possible.

Classifying Industries and Sectors

There exist only a few methods for mapping organizations to the industries and sectors in which they operate and matters are complicated when considering many large multi-nationals operate across many sectors. For example, a creator of plastics may be put in to the bucket of manufacturing, healthcare (if they use their plastics to create medical equipment), or even retail (should they extend their reach in to bottling up consumer goods).

For this report we have switched to a new method of identifying and classifying organizations. For this reason, readers may notice slight discrepancies between statistics and conclusions for industries in this report compared with previous publications.

We wanted a way to quickly and easily identify business based on their domain name so we turned to the BigPicture API.14 BigPicture allows us retrieve a huge amount of data about organizations and while the data is all available publicly, the API means we can perform ad hoc and bulk lookups of domains, IP addresses, and company names. In return, we obtain the industry and sector for each business, and additional information such as number of employees and the location of that organization’s headquarters. We use this information to determine the country and regions for each company.

Many organizations will have offices located throughout the world, so it could be argued that deciding on one country to place a business in to is short sighted. We believe however, especially when it comes to hacktivism, many threat actors will pick targets based on specific grievances against that company, or pick any company which is based in the country they are protesting against.

By using the BigPicture API other researchers and security experts can obtain results consistent with ours which will allow for simpler verification of our findings and conclusions.

Website Ranking

In order to determine website ranking based solely on domain name we use the Tranco list which, by their own definition, is “a research-oriented top sites ranking hardened against manipulation”. Tranco combine a number of sources in order to provide, what we believe to be, the most unbiased and accurate representation of the world’s one million most popular websites. The Tranco list is provided as a downloadable file, and is accessible via BigQuery or via their API.15

Authors & Contributors
David Warburton (Author)
Director, F5 Labs
Malcolm Heath (Contributor)
Principal Threat Researcher
Footnotes

1Support Services are defined as entities which provide services such as HR, Payroll, and Finance to other organizations.

2https://www.europol.europa.eu/media-press/newsroom/news/global-crackdown-against-ddos-services-shuts-down-most-popular-platforms

3https://www.cert.europa.eu/static/SecurityAdvisories/2023/CERT-EU-SA2023-074.pdf

4https://blog.qualys.com/vulnerabilities-threat-research/2011/11/02/how-to-protect-against-slow-http-attacks

5https://kb.cert.org/vuls/id/421644

6https://vuls.cert.org/confluence/display/historical/CERT+Advisory+CA-1996-01+UDP+Port+Denial-of-Service+Attack

7https://cispa.de/en/loop-dos

8https://www.theregister.com/2024/03/24/loop_ip_vulnerable/

9https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2024-33655

10https://www.f5.com/labs/articles/threat-intelligence/2023-ddos-attack-trends, https://www.f5.com/labs/articles/threat-intelligence/2022-application-protection-report-ddos-attack-trends

11https://www.mapmf.org/explorer?q=Distributed+Denial+of+Service&f.from=2022-01-01&f.to=2023-12-31&f.type_of_incident=Hacking%2FDDoS&sort=timestamp%3Adesc

12https://www.computerweekly.com/news/252527560/Killnet-DDoS-hacktivists-target-Royal-Family-and-others

13https://www.lemonde.fr/en/pixels/article/2023/03/27/france-s-assemblee-nationale-website-temporarily-blocked-by-a-group-of-pro-russian-hackers_6020872_13.html

14https://bigpicture.io/

15https://tranco-list.eu/

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