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4. Malicious Actors & Misuse2 - Post-deployment

Security & Defense

AI could enable more serious incidents to occur by lowering the cost of devising cyber-attacks and enabling more targeted incidents. The same programming error or hacker attack could be replicated on numerous machines. Or one machine could repeat the same erroneous activity several times, leading to an unforeseen accumulation of losses.

Source: MIT AI Risk Repositorymit626

ENTITY

1 - Human

INTENT

1 - Intentional

TIMING

2 - Post-deployment

Risk ID

mit626

Domain lineage

4. Malicious Actors & Misuse

223 mapped risks

4.2 > Cyberattacks, weapon development or use, and mass harm

Mitigation strategy

1. **Deployment of AI-Native Cyber Defense Solutions:** Implement AI-powered security platforms for enhanced, real-time threat detection, including anomaly detection and predictive intelligence. These systems must be capable of autonomous, rapid containment and remediation actions, such as isolating infected endpoints or blocking malicious traffic, to counteract the speed and scalability of AI-enabled, replicated attacks. 2. **Establishment of Robust Continuous Monitoring and Behavioral Analytics:** Mandate continuous security assessments and establish User and Entity Behavior Analytics (UEBA) baselines for all system and user activity. This proactive measure is essential for identifying subtle, anomalous behavior indicative of sophisticated AI-driven intrusions or zero-day exploits before they can lead to an unforeseen accumulation of losses across the network. 3. **Development and Mandatory Exercising of a Structured Incident Response Plan (IRP):** Formalize a comprehensive IRP that strictly adheres to established standards (e.g., NIST framework), with a critical focus on the Containment and Eradication phases. Regular simulation and review of the plan must ensure the organization can effectively restrict the operation of compromised systems to limit attack propagation and minimize damage following a large-scale, automated incident.