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AI Security: Current Status

AI Security has emerged as one of the most critical and rapidly evolving domains in cybersecurity, encompassing both the security of AI systems themselves and the use of AI to enhance cybersecurity defenses. As artificial intelligence becomes deeply integrated into business operations and critical infrastructure, protecting these systems from exploitation has become paramount.

Emerging Threat Landscape

Large Language Models (LLMs) and generative AI systems face unique vulnerabilities including prompt injection attacks, data poisoning, model extraction, and adversarial attacks designed to manipulate AI decision-making. The OWASP Top 10 for LLM Applications highlights risks such as prompt injection, insecure output handling, and supply chain vulnerabilities (genai.owasp.org). Organizations deploying AI systems must address these novel attack vectors while maintaining traditional security controls.

AI-Powered Defense and Offense

The cybersecurity landscape is experiencing a shift in the offense-defense balance, with AI enhancing both attacker and defender capabilities (securityandtechnology.org). Defenders leverage machine learning for threat detection, anomaly identification, and automated response, while attackers use AI to create sophisticated phishing campaigns, evade detection systems, and automate vulnerability discovery.

Governance and Compliance

Regulatory frameworks are emerging globally to address AI security risks, including requirements for model transparency, bias testing, and security assessments. Organizations must implement AI-specific security controls, conduct regular model audits, and establish governance frameworks to manage AI-related risks throughout the development lifecycle.

All Upcoming Cybersecurity Events

All security events are automatically streamed into this table on a daily basis.

17th December 2025 | AI SOC Fact vs. Fiction

Cut through the AI noise and get a clear reality check on what AI can and cannot do in the security operations center, straight from Simbian’s hands on experience building some of the largest AI SOCs. The discussion separates genuine capabilities from vendor hype and gives practical guidance teams can apply immediately.

Attendees will get a fact versus fiction view of AI SOCs so they understand where human expertise remains essential, a set of evaluation questions to spot chatbox wrappers and operational blind spots, and a practical roadmap for evolving from today’s overloaded SOC to more proactive, AI-augmented security operations.

Company_Webinar • Part of Simbian

17th December 2025 | AI SOC: Fact vs Fiction

Cut through the AI hype in security operations with Simbian, as experts separate fact from fiction about AI in the SOC. Drawing on hands-on experience building some of the largest AI-enabled SOCs, the session delivers practical tools and a clear framework to plan and evolve your security operations.

You will learn what AI SOC tools can and cannot do and how they extend, not replace, human teams, which questions reveal hidden vendor limitations, and a phased roadmap from today’s reactive SOC to proactive, AI-powered SecOps. Register for the live session to get actionable guidance for your AI SOC strategy.

Company_Webinar • Part of Simbian

19th November 2025 | The CISO's 2026 SOC Game Plan

This webinar focuses on how CISOs can evolve from traditional detection-first security models to an exposure-first approach powered by AI SOC Agents. With 2026 mandates, rising operational demands, and Gartner predicting that half of all SOCs will rely on AI-driven decision support, security teams must shift away from manual dashboards and firefighting. The session explains how to reduce noise, increase visibility, and build measurable resilience through autonomous security operations.

Experts will cover how to redesign metrics that matter, transform daily workflows with AI, and create a practical 2026 action plan that enhances performance and ROI. Attendees will learn how to forecast emerging risks, plan budgets around autonomy rather than entropy, and rebuild their architecture to meet the next generation of security leadership expectations.

Company_Webinar • Part of Simbian

19th November 2025 | The CISO's 2026 SOC Game Plan

What You’ll Learn:

The 2026 Mandate: How to evolve from detection-first to exposure-first security models. CISO Leverage in the AI Era: Turning operational drag into measurable resilience with AI Agents. Implementing AI in Cybersecurity: Transforming buzzwords into a pragmatic 2026 action plan.
Metrics That Matter: Redefining performance and ROI for the age of autonomous operations.

Online • Part of Simbian

19th November 2025 | You’re not overspending, you’re under-saving

This webinar reframes the FinOps conversation from simple cost reduction to long term value creation as organizations expand their cloud presence. The session explains why teams need to shift their mindset from tracking expenses to understanding how cloud investments support business outcomes. Harness experts will walk through the common issues that limit cloud efficiency, including unallocated spend, idle resources and underused commitments, and show how data driven automation helps resolve these challenges.

Attendees will learn how to align finance, engineering and business teams around shared accountability for cloud value instead of just budget control. The discussion also introduces the next stage of FinOps maturity, where autonomous optimization and Zero Drift operations keep environments continuously aligned with policy, performance needs and financial targets. The session highlights how automation improves efficiency at scale and how leadership alignment strengthens the impact of FinOps across the organization.

Company_Webinar • Part of Harness