AI, Friend or Foe?

31040389294?profile=RESIZE_400xArtificial intelligence has become the most disruptive technology in cybersecurity.  It is transforming how defenders detect threats, how attackers build new tools, and how organizations must redesign their entire security strategy.  In 2025, AI is no longer an enhancement to security systems. It has become the core engine behind both cyber defense and cyber offense.  This shift brings opportunities, challenges, and new responsibilities for every security leader.[1]

AI is revolutionizing how defenders think about cloud security. Instead of waiting for an incident, AI systems learn normal behavior, detect deviations, and act in real time.  Traditional attacks once required time, manual work, and specialized skill.  Today, AI enables attackers to operate at a scale and speed never before seen.  Criminal groups and nation-state actors use AI to automate tasks that previously took hours or days, such as:

  • Automated phishing and deepfake impersonation
  • Malware that modifies itself to bypass detection
  • Tools that guess passwords and MFA fatigue users at machine speed
  • Faster scanning for vulnerabilities across multi-cloud environments
  • AI-generated malicious code with fewer errors

These tools enable attackers to launch highly targeted campaigns against thousands of organizations simultaneously.  The result is a new category of threats that evolves too quickly for human analysts to track manually.

While attackers leverage AI, defenders have gained equally powerful advantages. Modern security platforms now analyze billions of data points in real time.  AI transforms raw telemetry into actionable insights, enabling security teams to detect threats earlier and respond faster.

AI-driven defense helps organizations:

  • Correlate signals across endpoints, networks, identities, and cloud apps
  • Detect subtle anomalies that would be invisible to humans
  • Reduce false alerts and highlight actual incidents
  • Automate triage and investigation
  • Predict the next step an attacker may take

Security operations centers (SOCs) that deploy AI-assisted workflows report faster mean time to detect, fewer missed incidents, and significantly improved analyst productivity.

Identity is now the primary target for attackers. AI enables credential theft, session hijacking, and impersonation on an industrial scale.

On the defensive side, identity platforms use AI to:

  • Identify high-risk sign-ins
  • Detect impossible travel and abnormal behavior
  • Flag compromised tokens
  • Enforce risk-based authentication

These capabilities help organizations block attacks before credentials can be abused.  As AI-generated social engineering grows, identity security becomes the frontline of cyber defense.

One of the most significant breakthroughs in offensive AI is the evolution of persuasion.  Attackers now use generative AI to create messages that sound authentic, personalized, and context-aware.

Examples include:

  • Emails written in a victim's communication style
  • Deepfake voice calls from executives
  • Fake documentation or invoices tailored to an organization
  • Realistic chat conversations designed to trick employees

This advancement forces security teams to rethink training and awareness programs. Traditional phishing simulations can no longer rely on obvious mistakes or poor grammar. AI has erased many of the signals people used to rely on.

Security teams face overwhelming alert volume and limited staffing. AI-assisted SOC tools offer relief by automating repetitive, high-volume tasks. AI can:

  • Summarize alerts
  • Generate incident timelines
  • Suggest remediation steps
  • Provide natural language explanations
  • Prioritize threats based on business impact

This not only speeds up response but also helps junior analysts operate at a higher skill level. AI becomes a force multiplier, improving the performance of the entire team.

AI brings powerful benefits, but it also introduces risks that organizations must address. Key concerns include:

  • Bias in AI-driven decision-making
  • Privacy issues when analyzing user behavior
  • Poisoning of training data by attackers
  • Unauthorized use of AI models inside the organization
  • Compliance gaps when AI makes access or security decisions

Security leaders must build governance frameworks that ensure transparent, responsible, and auditable AI usage.  The goal is to prevent AI from becoming a liability while still unlocking its benefits.

Preparing for the future: recommendations for security leaders - To thrive in this AI-powered landscape, cybersecurity programs must evolve.

  1. Integrate AI into SOC operations to enhance detection and reduce analyst workload.
  2. Strengthen identity protection through continuous monitoring and risk-based authentication.
  3. Update policies and training to address AI-generated phishing and deepfakes.
  4. Establish governance and ethical guidelines for AI deployment.
  5. Conduct regular red team exercises that simulate AI-powered attacks.
  6. Adopt automation for incident response to close the speed gap with attackers.
  7. Monitor AI supply chain risks, including LLM vulnerabilities and model manipulation.

Organizations that adapt quickly will gain a defensive advantage.  Those who delay may struggle to keep up with AI-enabled threats.  AI has reshaped the balance of power in cybersecurity.  It enhances both attack and defense by making systems faster, more intelligent, and more adaptive. While the risks are real, the potential for stronger, more resilient cybersecurity is equally robust.

The future of cybersecurity will belong to the organizations that learn to use AI responsibly, strategically, and on a scale.  In the AI era, resilience was not based on tools alone; it is built on intelligence, governance, and continuous adaptation.

 

This article is shared at no charge for educational and informational purposes only.

Red Sky Alliance is a Cyber Threat Analysis and Intelligence Service organization.  We provide indicators-of-compromise information via a notification service (RedXray) or an analysis service (CTAC).  For questions, comments, or assistance, please contact the office directly at 1-844-492-7225 or feedback@redskyalliance.com    

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[1] https://www.secureworld.io/industry-news/how-ai-reshaping-cyber-defense-offense

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