AI Security Posture Management (AI-SPM) is the continuous process of monitoring, managing, and enhancing the security of AI systems and their associated components. It involves identifying vulnerabilities, enforcing compliance with security policies, and implementing protective measures to safeguard AI models… Read More »What is AI Security Posture Management (AI-SPM)?
The integration of Machine Learning (ML) and Artificial Intelligence (AI) is poised to continue to upend and reshape various industries, driving advancements in areas such as healthcare, finance, energy, autonomous systems, marketing, sales, customer service, and more. However, as these… Read More »12-Step Process on How Organizations Can Protect ML Systems and AI Applications from Cybersecurity Threats and Attacks
Artificial Intelligence (AI) has rapidly become a cornerstone of modern organizational operations, driving innovation and efficiency across various industries. From automating routine tasks to providing deep insights through data analysis, AI systems are now integral to the strategic goals of… Read More »How Organizations Can Prevent AI Security and Privacy Breaches
Today, Security Operations Centers (SOCs) are more critical than ever. These hubs are tasked with monitoring, detecting, and responding to security threats across an organization’s entire IT infrastructure. However, as technology evolves, so do the challenges faced by SOCs. The… Read More »How Organizations Can Effectively Automate Their Security Operations Center (SOC)
Model theft, also known as model extraction or stealing, refers to unauthorized replication of machine learning (ML) models by adversaries. Model theft is a significant threat in AI security. It involves an adversary gaining unauthorized access to the intellectual property… Read More »What is Model Theft in AI Security? (+ Strategies to Protect Against AI Model Theft)
The rapid advancement and development of generative AI (Gen AI) has revolutionized various sectors, introducing never-before-seen capabilities and efficiencies. Generative AI, a subset of artificial intelligence, is capable of producing content such as text, images, and even music that closely… Read More »Step-by-Step Guide on How to Build a Comprehensive Generative AI Security Strategy
Artificial Intelligence (AI) is no longer a futuristic concept but a driving force behind today’s transformative innovations across industries. AI systems have become integral to operations, decision-making, and customer interactions. They power everything from recommendation engines on streaming platforms to… Read More »How to Secure Your AI Models Throughout the MLOps Pipeline – Top 7 Ways
Cyber threats are becoming increasingly sophisticated and frequent, and the need for robust security measures has never been more critical. Traditional security systems often struggle to keep up with the fast-paced and evolving nature of these threats, leading to breaches… Read More »AI for Security Operations: How to Use AI to Investigate Alerts and Respond to Threats with Exceptional Speed and Precision
Artificial Intelligence (AI) represents a transformative technology that enables machines to perform tasks that traditionally required human intelligence. In cybersecurity, AI encompasses various applications, including threat detection, anomaly identification, and automated response systems. These AI-driven capabilities are pivotal in enhancing… Read More »How to Secure Your AI: Actionable Guide for CISOs
Digital transformation and interconnected networks now dominate organizations’ IT infrastructures—which means traditional security paradigms are no longer sufficient to protect against increasingly sophisticated cyber threats. This reality has spurred the rise of Zero Trust Security (ZTS), a strategic framework that… Read More »How Organizations Can Use Generative AI to Achieve Better Zero Trust Security