Blog Cybersecurity Use Cases for AI and Machine Learning

Cybersecurity Use Cases for AI and Machine Learning

In 2024, machine learning (ML) and artificial intelligence (AI) achieved significant advances that altered how several industries see productivity and problem-solving. According to experts, this velocity will only increase in 2025, opening up new possibilities but also posing new difficulties.

- Boosted Efficiency: AI takes over routine tasks, enabling teams to save time and focus on the bigger picture.
- Stronger Cybersecurity: ML can detect potential threats earlier, sift through huge data sets, and streamline compliance processes.

But progress has a flipside. Cybercriminals are also using AI to create increasingly sophisticated attacks that call for more intelligent defenses. In light of this, it is imperative that companies continue to take proactive measures to protect their systems.

We spoke with industry leaders about how they’re navigating this AI-driven landscape. They shared how AI is transforming threat detection, compliance, and network security — offering both innovation and new risks businesses must tackle head-on.

Insights from Industry Leaders: How AI is Transforming Cybersecurity

— AI Enhances Threat Detection and Compliance

“We already use AI to assist us with threat detection and data analytics. Most cybersecurity use of AI is to increase the scope and speed of threat detection, provided that you have enough computing power to make AI threat detection useful. In addition, I know that many companies are training LLMs to assist them with compliance and to guide each employee into regulatory compliance in every process. AI is leading us to have much more secure networks; however, the other side has its own AI, and it will be interesting to see the new threats that it poses as creative and malicious minds get to work.”

Bill Mann, Privacy Expert at Cyber Insider, Cyber Insider

— AI Identifies Unusual Network Patterns

“I use AI to identify unusual patterns in network traffic, which helps detect potential threats early. By training machine-learning models on typical traffic behavior, we can easily spot spikes or anomalies that might indicate an attack, like a Distributed Denial of Service (DDoS) attempt. This allows us to quickly respond to security threats before they escalate. The ability to continuously monitor and analyze network traffic helps maintain a robust defense against evolving cybersecurity risks.”

Rodger Desai, CEO, Prove

— AI Secures Cybersecurity for Learning Platforms

“I work on creating digital strategies that employ AI-based tools to improve cybersecurity for our learning platforms. In this role, we primarily employ AI in threat detection, data analytics, and compliance automation because it helps deliver data integrity and safeguard information for our users.

Threat detection is an AI solution that proactively allows us to monitor network traffic patterns. It provides early defense against anomalies that may indicate potential cyber threats. Then, we can address these vulnerabilities before they can impact the user experience.

Our data analytics tools, powered by AI, allow us to immediately analyze vast amounts of data to spot trends that inform our security protocols. By following this data-driven approach, we can refine our strategies for maximum protection.

We consider regulatory compliance very important, especially for sensitive data. AI lets us automate compliance processes by identifying activities that are not compliant and making the necessary adjustments to align with rapidly changing security standards.

This helps us adapt in real-time while providing a secure, reliable platform for our clients.”

Arzoo Chaudhary, Content Partnership Manager, ProProfs Training Maker

Learn more about our cybersecurity and compliance services. Contact our experts today

Vigilance in Cybersecurity: Building Resilience with AI

The leaders we spoke to highlighted how reliance on AI reshapes threat detection, compliance, and overall security management.

What Cyber Vigilance Looks Like

- Proactive Threat Detection: Businesses leverage AI for real-time monitoring and immediate threat detection. Machine learning identifies unusual patterns in network traffic, flagging potential risks before they escalate.
- Compliance Automation: AI simplifies regulatory compliance by automating processes, spotting irregular activities, and ensuring adherence to evolving frameworks.
- Strategic Defense: Enhanced security measures require integrating AI into daily operations, enabling companies to remain agile as threats become more sophisticated.

How TrustNet Becomes Your Cybersecurity Partner

TrustNet offers comprehensive support to help businesses anticipate, address, and overcome these challenges. Through our tailored services, we fortify your resilience while simplifying complexities.

Comprehensive Cybersecurity Services:

TrustNet delivers a suite of services designed to tackle critical vulnerabilities, equipping businesses to handle even the most sophisticated threats. These services include:

- Penetration Testing: Penetration testing to simulate real-world attacks and reinforce weaknesses.
- Cyber Risk Assessment: Conducting a comprehensive review of your security framework with practical recommendations to address vulnerabilities.
- Vendor Risk Management: Verifying that your third-party partners comply with top-tier security protocols to safeguard your network.
- Security Awareness Programs: Educating teams on best practices to mitigate human errors – one of the leading factors behind breaches.

Compliance Expertise Across Industries:

- SOC
- PCI DSS
- GDPR
- CCPA
- HIPAA
- ISO 27001
- CMMC
- And more

TrustNet offers specialized support to ease the complexities behind these standards and frameworks, enabling businesses to optimize their processes and avoid legal penalties.

Enhance Your Strategy with TrustNet’s Flagship Solutions

— GhostWatch: Providing unmatched infrastructure oversight, threat management, and compliance alignment to stay ahead of risks.

— iTrust: Delivering actionable intelligence for vendor compliance and 360° risk assessments — all in one platform.

Staying vigilant starts with the right tools, strategies, and partnerships. TrustNet empowers businesses to thrive by continuously adapting. From automation to proactive defense, we ensure your systems are protected, your compliance is seamless, and your business is prepared for tomorrow’s threats.

The Human Element in Cybersecurity

Effective cybersecurity isn’t just about technology; it’s about the coordination between tools and those who use them. Humans give context, precision, and decisive action, even while sophisticated technology like AI and machine learning can process vast volumes of data and identify patterns.

Here’s why the human touch matters:

- Critical Thinking: Automated tools are powerful but cannot exercise judgment or intuition.
- Contextual Awareness: Only people can interpret subtle risks that algorithms might overlook.
- Adaptive Responses: Humans can pivot quickly in ways that machines can’t, making them critical during evolving threats.

Although technology is the foundation for defense, human skill develops the flexibility and discernment required for a safe system.

TrustNet’s Accelerator+ Approach

Our Accelerator+ approach combines the strengths of human insight with cutting-edge technology to deliver a smarter, safer approach to cybersecurity.

Key features of Accelerator+ include:

- Strategic Collaboration: Our expert team partners with your leadership team to blend cybersecurity initiatives with overarching business objectives, ensuring your defenses evolve with your goals.
- Focused Human Oversight: Automation tackles routine tasks like threat detection and compliance tracking, allowing our specialists to concentrate on high-impact decisions and complex problem-solving.
- Seamless Integration: Accelerator+ combines automated solutions, targeted audits, and customized policies into a unified strategy that strengthens your cybersecurity posture without adding complexity.

By linking Advisory, Audit, and Automation, TrustNet delivers a secure and efficient system designed specifically for your organization.

Disclaimer: Throughout this article, insights from CISOs, CEOs, and other executives are provided for illustrative purposes. These people may or may not be connected to TrustNet.