Operating our business and platform involves the collection, processing, storage, and transmission of sensitive, regulated, proprietary and confidential information, including our personal information and business information and those of our customers. As a result, we and the third parties upon which we rely face a variety of evolving threats, including but not limited to ransomware attacks, which could cause security incidents. Security incidents can compromise the confidentiality, integrity, and availability of this information or our systems. Such incidents could include, but are not limited to, cyber-attacks, software bugs and vulnerabilities, malicious internet-based activity, online and offline fraud, server malfunctions, software or hardware failures, malicious code, malware (including as a result of advanced persistent threat intrusion), viruses, social engineering (including through deep fakes, which may become increasingly more difficult to identify, and phishing attacks), ransomware, supply chain attacks and vulnerabilities through our third-party partners, denial-of-service attacks, credential stuffing, credential harvesting, loss of data or other information technology assets, adware, telecommunications failures, earthquakes, fire, floods, attacks enhanced or facilitated by AI, and other similar threats, efforts by individuals or groups of hackers and sophisticated organizations, including state-sponsored organizations, threat actors, "hacktivists," organized criminal threat actors, errors or malfeasance of our personnel, misconfiguration, and security vulnerabilities in the software or systems on which we rely.
Ransomware attacks, including those perpetrated by organized criminal threat actors, nation-states, and nation-state-supported actors, are becoming increasingly prevalent and severe and can lead to significant interruptions in our operations and our ability to provide our products or services, loss of confidential, proprietary, and sensitive information and income, reputational harm, and diversion of funds. Extortion payments may alleviate the negative impact of a ransomware attack, but we may be unwilling or unable to make such payments due to, for example, applicable laws or regulations prohibiting such payments. Some actors now engage and are expected to continue to engage in cyber-attacks, including without limitation nation-state actors for geopolitical reasons and in conjunction with military conflicts and defense activities. During times of war and other major conflicts, we and the third parties upon which we rely may be vulnerable to a heightened risk of these attacks, including retaliatory cyber-attacks, that could materially disrupt our systems and operations, supply chain, and ability to produce, sell and distribute our services. Threats such as these are constantly evolving and therefore grow increasingly sophisticated and complex, which in turn increases the difficulty of detecting and successfully defending against them.
We may expend significant resources or modify our business activities to try to protect against security incidents. Additionally, certain privacy, data protection, and security obligations may require us to implement and maintain specific security measures or industry-standard or reasonable security measures to protect our information technology systems and confidential, proprietary, and sensitive information.
While we have implemented security measures designed to protect against or remediate for a security incident, there can be no assurance that these measures will be effective. We take steps designed to detect, mitigate, and remediate vulnerabilities in our information systems. We may not, however, be able to detect and remediate all vulnerabilities including on a timely basis. Further, we may experience delays in developing and deploying remedial measures designed to address any such identified vulnerabilities. Vulnerabilities could be exploited and result in a security incident. Additionally, we rely on or partner with third-party vendors and systems that have made representations as to their security measures but there can be no assurance that they will maintain their own security measures appropriately. Breaches of our security measures or those of our third-party service providers, including supply chain attacks or other threats to our business operations, could result in unauthorized access to our sites, networks, systems, and accounts; unauthorized access to, and misappropriation of, individuals' personal information or other sensitive, confidential or proprietary information of ourselves, our customers, or other third parties; viruses, worms, spyware, or other malware being served from our platform, mobile application, networks, or systems; deletion or modification of content or the display of unauthorized content on our platform; interruption, disruption, or malfunction of operations or our ability to provide our services; costs relating to breach remediation, deployment of additional personnel and protection technologies, and response to governmental investigations and media inquiries and coverage; engagement of third-party experts and consultants; or litigation, regulatory action, and other potential liabilities.
If any of these breaches of security should occur, we cannot guarantee that recovery protocols and backup systems will be sufficient to prevent data loss. Additionally, if any of these breaches occur, our reputation and brand could be damaged, our business may suffer, we could be required to expend significant capital and other resources to alleviate problems caused by such breaches, and we could be exposed to risk of loss, litigation or regulatory action, and other potential liabilities, such as investigations, fines, penalties, audits, inspections, injunctions, additional oversight, or restrictions or bans on processing personal information. Actual or anticipated security breaches or attacks may cause us to incur increasing costs, including costs to deploy additional personnel and protection technologies, train employees, and engage third-party experts and consultants.
Remote work has become more common and has increased risks to our information technology systems and data, as more of our employees utilize network connections, computers, and devices outside our premises or network, including working from home, while in transit and in public locations. Additionally, future or past business transactions (such as acquisitions or integrations) could expose us to additional cybersecurity risks and vulnerabilities, as our systems could be negatively affected by vulnerabilities present in acquired or integrated entities' systems and technologies. Furthermore, we may discover security issues that were not found during due diligence of such acquired or integrated entities, and it may be difficult to integrate companies into our information technology environment and security program.
Any compromise or breach of our security measures, or those of our third-party service providers, could also violate applicable privacy, data protection, security, and other laws, and cause significant legal and financial exposure, adverse publicity, and a loss of confidence in our security measures, which could have a material adverse effect on our business, results of operations, and financial condition. Applicable privacy, data protection, and security obligations may also require us to notify relevant stakeholders, such as governmental authorities, partners, customers, investors, and affected individuals, of security breaches or incidents. Such notifications may involve inconsistent requirements and are costly, and the notifications or the failure to comply with such requirements could lead to adverse consequences.
If we (or a third party upon whom we rely) experience a security incident or are perceived to have experienced a security incident, we may experience adverse consequences, such as government enforcement actions (for example, investigations, fines, penalties, audits, and inspections); additional reporting requirements and/or oversight; restrictions on processing confidential, proprietary, and sensitive data (including personal information); litigation (including class claims); indemnification obligations; negative publicity; reputational harm; monetary fund diversions; diversion of management attention; interruptions in our operations (including availability of data); financial loss; and other similar harms. Security incidents and attendant consequences may cause customers to stop using our services, deter new customers from using our services, and negatively impact our ability to grow and operate our business.
Additionally, our contracts may not contain limitations of liability, and even when they do, there can be no assurance that the limitations of liability in our contracts are sufficient to protect us from liabilities, claims, or damages if we fail to comply with applicable obligations related to privacy, data protection, or security. We also cannot be sure that our insurance coverage will be adequate or sufficient to protect us from or to mitigate liabilities arising out of our privacy, data protection, and security practices, that such coverage will continue to be available on commercially reasonable terms or at all, or that such coverage will pay future claims.
In addition to experiencing a security incident, third parties may gather, collect, or infer sensitive information about us from public sources, data brokers, or other means that reveals competitively sensitive details about our organization and could be used to undermine our competitive advantage or market position. Additionally, our sensitive, proprietary, or confidential information could be leaked, disclosed, or revealed as a result of or in connection with our employees' or vendors' use of generative AI technologies.
Furthermore, any sensitive information (including regulated, proprietary and confidential information, including personal information and business information) that we input into a third-party generative artificial intelligence platform could be leaked or disclosed to others, including if sensitive information is used to train the third parties' artificial intelligence model. Additionally, where an artificial intelligence model ingests personal information and makes connections using such information, those technologies may reveal other personal or sensitive information generated by the model.