AI Agents: What are they and why will they Drive Business Value in Cybersecurity & Threat Detection

In this insightful presentation, Zara Perumal, CTO and co-founder of OverWatch Data, explores the innovative use of AI-powered agents in cybersecurity, focusing on threat intelligence. OverWatch Data's agents utilize generative AI (GenAI) to help companies detect, monitor, and prevent cyber threats like fraud and ransomware. Zara shares a practical case study, detailing how these AI agents analyze dark web data, summarize findings, and personalize threat detection based on specific user requirements.
OverWatch Data uses "agentic workflows," meaning that their AI agents go beyond simple question-answer models and make strategic decisions, breaking down tasks into steps and learning from each action. This approach helps companies save time and resources by automating repetitive tasks, such as triaging thousands of daily alerts about vulnerabilities, which humans would struggle to process efficiently. These AI-driven workflows provide faster, more accurate insights, helping security teams act quickly to mitigate threats.
Throughout the video, Zara emphasizes the need for flexibility, enabling OverWatch Data to stay agile by leveraging the latest advancements in AI models, including using both proprietary and open-source large language models (LLMs). She discusses real-world cybersecurity challenges, including the rising sophistication of cybercrime and the rapid adoption of GenAI by malicious actors. Zara also highlights the importance of data privacy and security when deploying these AI solutions.
In addition to their own AI research, OverWatch Data collaborates with other cybersecurity firms to track criminal activities, such as monitoring illicit cryptocurrency transactions and dark web forums for emerging threats.
This video is a comprehensive look at how AI agents are revolutionizing cybersecurity, offering enhanced efficiency, accuracy, and personalization in threat detection and prevention, while also addressing the ethical and security challenges that come with implementing AI technologies in this sensitive industry.
Check out more about their work at OverWatch Data and experience AI-powered cybersecurity firsthand.
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[@Kenneth-Correa]

Amazing presentation, Zara! Nice application of the Agent Workflow!