To thrive in the new era, enterprise security needs to reduce the risks posed by AI and make the most of the opportunities it offers.
Artificial Intelligence (AI) is creating a new frontier in information security. Systems that independently learn, reason and act will increasingly replicate human behavior. Like humans, they will be flawed, but also capable of achieving great things.
AI poses new information risks and makes some existing ones more dangerous. However, it can also be used for good and should become a key part of every organization’s defensive arsenal. Business and information security leaders alike must understand both the risks and opportunities before embracing technologies that will soon become a critically important part of everyday business.
Already, AI is finding its way into many mainstream business use cases. Organizations use variations of AI to support processes in areas including customer service, human resources and bank fraud detection. However, the hype can lead to confusion and skepticism over what AI actually is and what it really means for business and security. It is difficult to separate wishful thinking from reality.
What Are the Information Risks Posed by AI?
As AI systems are adopted by organizations, they will become increasingly critical to day-to-day business operations. Some organizations already have, or will have, business models entirely dependent on AI technology. No matter the function for which an organization uses AI, such systems and the information that supports them have inherent vulnerabilities and are at risk from both accidental and adversarial threats. Compromised AI systems make poor decisions and produce unexpected outcomes.
Simultaneously, organizations are beginning to face sophisticated AI-enabled attacks – which have the potential to compromise information and cause severe business impact at a greater speed and scale than ever before. Taking steps both to secure internal AI systems and defend against external AI-enabled threats will become vitally important in reducing information risk.
While AI systems adopted by organizations present a tempting target, adversarial attackers are also beginning to use AI for their own purposes. AI is a powerful tool that can be used to enhance attack techniques, or even create entirely new ones. Organizations must be ready to adapt their defenses in order to cope with the scale and sophistication of AI-enabled cyber-attacks.
Defensive Opportunities Provided by AI
Security practitioners are always fighting to keep up with the methods used by attackers, and AI systems can provide at least a short-term boost by significantly enhancing a variety of defensive mechanisms. AI can automate numerous tasks, helping understaffed security departments to bridge the specialist skills gap and improve the efficiency of their human practitioners.
Protecting against many existing threats, AI can put defenders a step ahead. However, adversaries are not standing still – as AI-enabled threats become more sophisticated, security practitioners will need to use AI-supported defenses simply to keep up.
The benefit of AI in terms of response to threats is that it can act independently, taking responsive measures without the need for human oversight and at a much greater speed than a human could. Given the presence of malware that can compromise whole systems almost instantaneously, this is a highly valuable capability.
The number of ways in which defensive mechanisms can be significantly enhanced by AI provide grounds for optimism, but as with any new type of technology, it is not a miracle cure. Security practitioners should be aware of the practical challenges involved when deploying defensive AI.
Questions and considerations before deploying defensive AI systems have narrow intelligence and are designed to fulfil one type of task. They require sufficient data and inputs in order to complete that task. One single defensive AI system will not be able to enhance all the defensive mechanisms outlined previously – an organization is likely to adopt multiple systems. Before purchasing and deploying defensive AI, security leaders should consider whether an AI system is required to solve the problem, or whether more conventional options would do a similar or better job.
Questions to ask include:
- Is the problem bounded? (i.e. can it be addressed with one dataset or type of input, or does it require a high understanding of context, which humans are usually better at providing?)
- Does the organization have the data required to run and optimize the AI system?
Security leaders also need to consider issues of governance around defensive AI, such as:
- How do defensive AI systems fit into organizational security governance structures?
- How can the organization provide security assurance for defensive AI systems?
- How can defensive AI systems be maintained, backed up, tested and patched?
- Does the organization have sufficiently skilled people to provide oversight for defensive AI systems?
AI will not replace the need for skilled security practitioners with technical expertise and an intuitive nose for risk. These security practitioners need to balance the need for human oversight with the confidence to allow AI-supported controls to act autonomously and effectively. Such confidence will take time to develop, especially as stories continue to emerge of AI proving unreliable or making poor or unexpected decisions.
AI systems will make mistakes – a beneficial aspect of human oversight is that human practitioners can provide feedback when things go wrong and incorporate it into the AI’s decision-making process. Of course, humans make mistakes too – organizations that adopt defensive AI need to devote time, training and support to help security practitioners learn to work with intelligent systems.
Given time to develop and learn together, the combination of human and artificial intelligence should become a valuable component of an organization’s cyber defenses.
Preparation Begins Now
Computer systems that can independently learn, reason and act herald a new technological era, full of both risk and opportunity…[…] Read more »….