INTERNET INTERMEDIARIES
One of the most promising areas of security economics research has concentrated on Internet intermediaries. These entities provide the Internet’s basic infrastructure and platforms, and enable communications and transactions between third parties and services.
Players include Internet service providers (ISPs), hosting providers, payment systems, e-commerce platforms, search engines and participative platforms as shown in Figure 13.1 (Perset, 2010). The role of intermediaries has increased over the years, gradually modifying the original vision of an ‘end-to-end’ design of the Internet. Most intermediaries are private businesses and IT forms the core of their business. We will first make some general observations applying to all intermediaries, and then look at different types separately.Intermediary markets are highly concentrated because of network effects and economics of scale. Network effects, as previously explained, reflect the increasing value of a service as more users adopt it. Economies of scale are cost advantages that firms gain due to their size. In many markets - for instance search engines, participative platforms or certificate authorities - a handful of companies control large market shares, sometimes up to 80 or 90 percent of the revenues or user base (Noam, 2009). Some of the largest Internet intermediaries are among the world’s top firms and well-known brands - for example, Google, Facebook, eBay, Amazon, Apple and Microsoft.
Intermediaries raise interesting governance issues. They are in some sense gatekeepers
Source: Perset (2010).
Figure 13.1 Internet intermediary roles
of the Internet economy with direct access to end users. They become de facto standardization bodies and their mundane technical choices frequently have more profound effects on outcomes than formal Internet governance structures (Van Eeten and Mueller, 2012).
Their scale makes them focal points for regulation, whereas a network of thousands of organizations and millions of end users can hardly be regulated by traditional governance arrangements. However, as in the case of other players, the security incentives of Internet intermediaries are mixed. In some cases, security is a cost to avoid, in particular if it conflicts with business interests. In many cases, however, intermediaries take security seriously and are among the largest defenders of users against attacks, as they have incentives in maintaining trust in the Internet economy. Often, their role as multi-sided platforms that are enabling other market players will generate strong incentives to internalize some of the externalities in the system. Moreover, many intermediaries have the resources, knowledge and capabilities to provide security.13.5.1 Internet Service Providers
Internet service providers (ISPs) are companies that connect subscribers to the global Internet. ISPs come in different sizes - from small regional ISPs to multinational tier 1 networks. There are several thousand ISPs worldwide but the 200 largest ones serve about 80 percent of broadband and mobile Internet markets (Van Eeten et al., 2010). Since ISPs have access to their subscribers’ Internet traffic they are affected by and involved in policy debates on privacy protection, network neutrality, copyright enforcement, infrastructure resilience, the blocking of malware, and the disruption of botnets.3 In many countries ISPs have historically been regulated in a less intrusive fashion than traditional telecommunications companies. In the USA they were historically classified as ‘information service providers’ and in other countries as value-added service providers. As part of these legal arrangements, they were shielded from liability for traffic carried on their networks as long as they followed certain required business practices (e.g., notice and take-down procedures).4 We shall focus this section on the role and incentives of ISPs with regard to malware and botnets as some of the most pernicious cybersecurity threats.
Bots are computers infected with malware that puts them under remote control by attackers. The attackers may directly harm the owners of these machines through fraud or extortion. They may also combine infected computers into botnets of varying size or rent them out to other criminals. In either case they become platforms to launch attacks on other parts of the Internet and therefore are a serious problem for the whole Internet ecosystem. Numerous botnets remain active despite more than a decade of countervailing measures. Depending on whether one differentiates according to the malware families used or by the number of different attackers using them, their number ranges between tens and thousands. The largest botnets may at peak consist of millions of bots (Symantec, 2015).
The security community has had some success in seizing control over botnets through both technical infiltration and apprehension of the command and control infrastructure (Fryer et al., 2013). However, a key problem that remains is cleaning up the infected machines. Clayton (2011) contemplates alternative approaches to clean-up and concludes it might make sense for governments to subsidize ISPs or other third parties to clean up malware on end user machines. In the same vein, there have been calls to treat botnets by employing a public health approach. In this framework, a ‘cybersecurity health agency’ would provide education, monitoring (e.g., infections and intrusion trends), epidemiology (e.g., malware analysis), immunization (e.g., patch coordination), and incident response (Kelley and Camp, 2012; Sullivan, 2012).
Van Eeten et al. (2010) evaluated the role and incentives of ISPs in botnet mitigation by comparing spam-bots in 200 ISPs between 2005 and 2009. They found that large retail ISPs are indeed effective control points but that the number of infected machines per subscriber differs significantly among ISPs. This difference was relatively stable over time, suggesting that systematic differences exist in ISP policies and management practices as well as among users.
The authors further found that larger ISPs have lower average infection rates, possibly due to automation of detection and clean-up that reduces the unit cost of providing security. Moreover, the data reveal that ISPs located in countries with an attentive regulator have cleaner networks. Other researchers have suggested that coordinated action by the largest networks can be very effective in stopping malware (Hofmeyr et al., 2013), and that a correlation exists between well-managed networks and end user security (Zhang et al., 2014). Different approaches to incentivize ISPs and other networks to improve security practices have been proposed. Tang et al. (2013) perform a shaming and faming experiment with networks that have high outgoing spam, a sign of botnet activity. They report that performance improved in a treatment group that was subject to information disclosure. In recent years, public-private partnerships between ISPs and a national anti-botnet center have been the most called upon model for clean-ups (OECD, 2012). By splitting costs these models recognize the role of ISPs and the public sector and that ISPs are not solely responsible for clean-ups. The jury on the effectiveness of these models is still out.13.5.1 Hosting Providers
Hosting providers are organizations that operate servers used by customers to make content and services available to the Internet. Many hosting providers are also registrars: entities that sell and register domain names. As with virtually all services on the Internet, these businesses are abused by criminals. Phishing sites, command-and-control servers for botnets, and the distribution of child pornography, malware and spam all require such services. Like ISPs, hosting providers can thus play a key role in fighting cybercrime. Much of the criminal activity runs on compromised servers of legitimate customers but some run on servers rented by the criminals themselves. In either case, the hosting provider typically becomes aware of the problem only after being notified of the abuse. Responses to abuse reports vary widely, ranging from vigilant to slow to negligent (Stone-Gross et al., 2009; Canali et al., 2013; Bradbury, 2014).
In a small number of cases, the hosting provider passively or actively facilitates the criminal enterprise and shields it from takedown attempts - a practice referred to as ‘bulletproof hosting’.While there is a wealth of research on security issues in hosting infrastructure, only a fraction has been done from an economic perspective. Moore and Clayton (2007) have studied hosting provider incentives to take down phishing sites. They found evidence for a ‘clued-up’ effect: it took time before a provider became aware and incentivized enough to start taking down sites. Once that effect occurred, takedown speed rapidly increased and stayed at this improved level. In a follow up study, Moore and Clayton (2009) expanded the research to other forms of Internet content and various notice and takedown regimes. The findings show that requester’s incentives outweigh other factors in predicting takedown speed including the content, penalty, and evasion technology. Another study by Vasek and Moore (2012) looked at the responses of hosting providers to notifications of sites that were compromised with malware. It found that notifications that included comprehensive technical data of the detected problem were more likely to trigger takedown action on the side of the providers. This might be related to the competing incentives of providers: they do not want to disrupt service to their customers, while also protecting them and others from the negative consequences of compromised security. Extensive evidence helps them to legitimate countermeasures with regard to their customers.
The overall effects of takedown actions seem limited. Criminal activity might be concentrated at some providers or registrars. Getting those providers to act can dramatically reduce the level of abuse in those networks, but the attackers are prepared for this and merely migrate their activities to other providers (Levchenko et al., 2011; Liu et al., 2011). The result is a game of whack-a-mole. Organizing collective action against criminal activities in the hosting sector is made more difficult because this market is not nearly as consolidated at many other online markets.
In the absence of reliable reputation signals, it seems unlikely that market incentives alone will result in higher security levels across the thousands of hosting providers.13.5.2 Payment Service Providers and Certificate Authorities
Payment and other financial service providers (FSPs) are no strangers to attacks. Annual global losses from financial fraud amount to billions of dollars (Anderson et al., 2013). At the same time, these intermediaries have benefited tremendously from the growth of online payments, and in relative terms, fraud has been stable or diminishing (Financial Fraud Action UK, 2015). This is because they have become good at detecting fraud while maintaining convenience, for instance by profiling credit card transactions in real time in their back-end systems, rather than imposing additional security measures on the users directly. One advantage they have is that calculating the monetary gains and losses of certain trade-offs is easier for them than for other sectors. For example, after a data breach credit card issuers can calculate the relative cost of replacing cards or refunding victims of fraudulent cases (Graves et al., 2014). The FSPs have also been helped - perhaps paradoxically - by legal regimes in the USA and some European countries that limited the liability of consumers in cases of fraud. The burden of proof for fraud was put on the FSPs who actually had the capability to do something about it (Van Eeten and Bauer, 2008). In short, financial service providers are in a position to internalize some of the externalities in the sector and thus absorb and mitigate the sector-wide costs of fraud.5
Related to payment providers and e-commerce platforms are certificate authorities (CAs) - organizations that issue digital certificates. Such credentials are intended to enable secure online communications, assuring confidentiality and integrity of information and transactions. A series of high-profile breaches at CAs in recent years, most notably the breach and bankruptcy of DigiNotar in 2011, brought to light serious weaknesses in the current system (Arnbak and Van Eijk, 2012). Vratonjic et al. (2013) looked at how Transport Layer SecurityZSecure Sockets Layer (TLS/SSL) certificates are deployed on the top one million websites and found many misconfigurations. Durumeric et al. (2013) gathered all digital certificates in use on the public web and found hundreds of CAs with the authority to issue certificates that are recognized by browsers. If any of these CAs were to be breached, certificates could be maliciously issued for any other website, a serious negative externality. Arnbak et al. (2014) used the same data to calculate the market shares of CAs and connect them with their prices. Surprisingly, they found the market share of the most expensive CAs was much larger than cheaper CAs for identical certificates. This observation points to information asymmetries that create advantages for the largest players. A technical fix to the protocols is required, but their adoption is complicated as long as CAs benefit from the status quo. Other intermediaries, however, such as browser vendors and top websites, could play a role in pushing for new standards.
13.5.3 Search Engines and Participative Platforms
Search engines, portals and participative platforms are used to find content and connect to others. While these intermediaries have explored many different business models in the last decades, the market has converged on a business model in which users receive services for free while revenues are generated from targeted advertising. This development is driven by a combination of network effects and the ‘economics of attention’: in a world abundant with information, the scarcest resource is the attention of users (Shapiro and Varian, 1998). These platforms fight for user attention (Davenport and Beck, 2001). Since the marginal cost of information is close to zero, offering services at a low price or free is an economically rational strategy as it maximizes the size of the potential audience. Key players combine ‘free’ with a variety of nudging techniques to keep users on the platform (an interesting glimpse into this is the controversial study by Kramer et al., 2014 on changing the emotional content of Facebook newsfeeds to see how it effects users). Creating a revenue stream via advertisement is, of course, not new: broadcasting and newspapers have used the model for decades. The key difference is that targeted advertising can extract higher value (Goldfarb and Tucker, 2011).
In terms of cybersecurity, these platforms overall seem to internalize costs to keep their users satisfied. Just to illustrate, Google has a dedicated team to protect users against state-sponsored attacks (Grosse, 2012). This is not done out of nicety but as a competitive necessity: MySpace lost to Facebook partially as a result of increased spam and abuse on its network (Dredge, 2015). Another example is handling ‘click fraud’. When a bot imitates a legitimate user clicking an ad to generate revenue, the advertisers and the platforms are harmed financially and by the erosion of confidence. Chen et al. (2012) suggest that platforms will likely pay the costs of click fraud investigations, thus internalizing some of the costs to the system at large. Schneier (2012) draws an analogy with ‘feudal security’ in the past: platforms provide users with security in exchange for allegiance. This approach has some benefits but it also comes with serious risks particularly with regard to privacy. Evidence of this tension is visible in how the platforms balance the interests of users and advertisers: Facebook Connect is preferred by many websites as a federated identity and password system over alternatives because of the user details it shares (Landau and Moore, 2012).
13.6
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- TRANSPOSING COPYRIGHTS TO THE INTERNET
- SELECTED IMPLICATIONS OF ALGORITHMIC SELECTION FOR TRADITIONAL MEDIA MARKETS
- CONCLUSION
- CORE ELEMENTS OF AN INTERNET BUSINESS STRATEGY
- 1993-99: ERA OF DIGITAL PUBLISHING (WEB 1.0)
- Index
- CONCLUSION
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