Page 55 - Cyber Defense eMagazine September 2025

3. Challenges in Adapting Incident Response to Autonomous Agents

A. Integration with Existing Systems

Integrating autonomous agents into existing IR frameworks and tools can be complex. Security
Information and Event Management (SIEM) platforms, Incident Response Management tools, and other
legacy systems need to be compatible with AI-driven agents to ensure seamless data sharing,
communication, and automation. SOCs must carefully plan how to incorporate autonomous agents
without disrupting existing workflows.

B. Ensuring Accuracy and Minimizing False Positives

While autonomous agents can significantly reduce response times, they also run the risk of generating
false positives or missing critical incidents. Ensuring that agents are properly trained and constantly
updated with the latest threat intelligence is essential to maintaining their accuracy. SOCs must
continuously monitor agent activity and intervene when necessary to refine their detection capabilities.

C. Security and Privacy Risks

Autonomous agents, if not properly secured, can become a target for attackers themselves. Since these
agents have access to sensitive systems and data, they must be rigorously protected against exploitation.
Ensuring the integrity and confidentiality of agent-driven actions is crucial to prevent adversaries from
compromising the response process.

4. The Future of Incident Response with Autonomous Agents

Looking ahead, the role of autonomous agents in incident response will only continue to grow. Future
trends in agent-based IR include:

• Increased use of AI-driven agents for proactive threat hunting and advanced incident detection.
• More sophisticated integration with machine learning models that improve incident prediction
and response time.
• Full integration with threat intelligence platforms, enabling agents to respond to emerging threats
faster and with greater precision.

As the capabilities of AI and machine learning continue to evolve, autonomous agents will play an even
greater role in shaping the future of incident response, making it faster, more efficient, and better suited
to the complex and dynamic nature of modern cyber threats.

Cyber Defense eMagazine – September 2025 Edition 55
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