Evolver Federal’s Security Approach to AI Cybersecurity In a New Landscape
Generative Artificial Intelligence (GenAI) is one of several developments in modern technology that have greatly impacted the state of cybersecurity, both as a risk vector and as part of a robust solutions offering. Government agencies in particular have specific concerns around both the internal use of GenAI and the external application of GenAI by adversaries to attack critical system infrastructure or exploit sensitive information, necessitating a new approach to AI cybersecurity.
Evolver Federal’s cyber team has built a framework of AI Security that relies on the guidance of skilled AI and cyber experts who ensure it is used responsibly and securely. Our approach is grounded in using AI to manage unknown threats while reinforcing protection against known risks, combining human expertise with responsible AI to defend against AI-specific threats. We believe AI’s promise is maximized when cybersecurity professionals work in concert with the technology, monitoring its use, and adapting strategies based on real-time insights.
In this article, we’ll outline our basic application of AI, the AI risks we protect against, and our overall philosophy in incorporating this and any other new technology into our customers’ cybersecurity postures.
Strong Guardrails for Responsible AI Use in Cybersecurity
One of AI’s greatest strengths—its ability to automate tasks and make data-driven decisions—can also lead to new vulnerabilities if left unchecked. Evolver recognizes that while AI can enhance cybersecurity, it requires clear guardrails to avoid introducing new risks, particularly in the context of generative AI.
Since Generative AI creates new patterns from existing data, it brings unique challenges. For instance, generative AI can inadvertently reveal sensitive information or introduce biases (data poisoning) if not properly trained and monitored. By establishing specific parameters and quality checks, Evolver ensures that AI solutions bolster security without generating additional risks. This approach serves as an additional layer of quality assurance, helping teams confirm that every implementation is secure and resilient.
AI for Enhanced Cybersecurity Planning and Execution
In an era where cybersecurity teams are often stretched thin, AI’s capacity to handle repetitive tasks and streamline processes becomes invaluable. Evolver leverages AI to empower cybersecurity teams, maximizing the effectiveness of existing resources and enabling experts to focus on strategic decisions.
Going Deeper into the Stack
AI’s analytical power allows cybersecurity professionals to delve deeper into technology stacks, identifying vulnerabilities at earlier stages and responding more effectively. This means that threats can be addressed before they escalate, reducing the likelihood of large-scale disruptions. AI’s continuous monitoring and real-time assessments improve organizations’ response times and resilience, ensuring that they’re ready to counter evolving threats.
Streamlining Threat Detection
AI’s real-time threat detection capabilities, such as Adversarial Robustness Toolbox, empower organizations to stay one step ahead. By automating routine tasks, AI enables cybersecurity teams to prioritize more complex, high-level risks. This strategic use of AI means quicker threat response times, with AI continuously watching for anomalies, providing organizations with a vigilant, 24/7 defense mechanism.
AI for Forecasting Security Outcomes and Improving Data Quality
AI’s strength in processing large data sets and recognizing patterns makes it ideal for forecasting potential security breaches and improving data quality.
Predictive Capabilities for Proactive Defense
With AI’s predictive capabilities, organizations can anticipate attack vectors based on data patterns,historical incidents and understanding how vulnerabilities could be exploited. This enables cybersecurity teams to proactively implement countermeasures, addressing risks before they materialize.
Enhanced Data Quality and Integrity
Evolver’s approach harnesses AI’s data science capabilities to enhance data quality, helping cybersecurity teams make informed decisions based on accurate, reliable data. High-quality data drives stronger strategic planning, and AI tools ensure that cybersecurity measures are founded on actionable intelligence.
Preventing Data Spillage
Data spillage—unintentional leaks of sensitive information—is an ongoing concern. AI aids in detecting and preventing these leaks, but also can be a cause of data leakage. Evolver assists are clients for securing sensitive data against unintended exposure through the use of AI. By incorporating AI into data security protocols, Evolver helps organizations maintain data integrity while safeguarding their critical information.
Addressing New AI-Specific Threats
As organizations use AI to enhance cybersecurity, cyber adversaries are also leveraging AI, particularly generative AI (GenAI), to create increasingly sophisticated attacks. Evolver’s approach actively addresses these AI-specific threats, ensuring that human expertise remains at the forefront.
AI-Driven Cyber Threats: A Growing Concern
- Phishing and Social Engineering: GenAI can produce highly convincing phishing emails, imitating legitimate communications and deceiving users into divulging sensitive information.
- Deepfakes: AI can create realistic audio or video deepfakes, allowing adversaries to impersonate individuals, manipulate public opinion, and carry out advanced social engineering schemes.
- Adaptive Malware: GenAI can create malware that adapts to evade detection, posing a serious challenge to traditional security systems.
- Automated Hacking and Security Bypass: GenAI enables automation in hacking, allowing adversaries to launch large-scale attacks with precision, even circumventing security protocols like CAPTCHAs by mimicking legitimate user behavior.
By equipping cybersecurity experts with AI tools to detect and counter these sophisticated tactics, Evolver reinforces the frontline against evolving AI-driven cyber threats.
Empowering Cybersecurity Professionals with Data and Insights
At Evolver, AI is not just a tool for automation; it’s a means of empowering people. We view AI as a way to enhance the knowledge, skills, and decision-making capabilities of cybersecurity professionals by providing them with better data and insights.
Enabling Better Decision-Making
AI-backed insights allow cybersecurity teams to make data-driven decisions with confidence. By enhancing the quality of information available, Evolver helps teams allocate resources effectively, focus on high-priority threats, and respond to incidents more rapidly. AI provides the data and predictions; our experts bring the judgment and strategic vision.
The Future of Cybersecurity with Evolver on the Frontier
The world of cybersecurity is rapidly changing, and Evolver is committed to remaining at the forefront, constantly evolving to meet emerging threats with innovative solutions. Our exploration into advanced areas like quantum computing further enhances our capacity to safeguard organizations in an increasingly complex digital landscape. By combining responsible AI use with the expertise of human security professionals, Evolver is setting new standards in protecting against both known risks and the unknowns of tomorrow.
