EDR evasion is becoming a cybersecurity concern because attackers know that getting into a network is only part of the job. They also need to avoid being seen. Endpoint detection and response, or EDR, watches devices for suspicious behavior and helps security teams investigate threats. That makes EDR a natural target. If attackers can disable or work around the
Device code phishing is a growing cybersecurity threat because the victim may never see a fake Microsoft login page. Instead, attackers abuse a legitimate sign-in process and persuade the user to complete part of the authentication for them. That makes the attack unusually convincing. The password may be entered on Microsoft’s real website, and multi-factor authentication may work exactly
When enterprises have first adopted enterprise AI, the prevailing approach involved building single-agent digital assistants. Companies would develop localized bots for customer service, code generation, document processing, etc. While such single-agent approaches can be effective for narrow tasks, they provide very limited value when it comes to end-to-end processes. Real-world business operations are multi-step and involve multiple departments and software systems. Attempting to rely on one language model with one system prompt and one set of tools for complex operations will lead to inevitable inaccuracies and failures. To address this challenge, enterprise AI development has moved towards Multi-Agent Systems (MAS). Rather than relying on one all-powerful model, companies are beginning to adopt orchestration of multiple narrowly-tuned digital workers. Within a MAS architecture, individual agents can be responsible for different aspects of the same business process. Some examples include parsing contracts, executing database queries, or performing financial audits. This approach provides dramatically better accuracy and efficiency compared to the single-agent status quo. How do autonomous agents communicate? When it comes to MAS, the question of orchestration is paramount. To execute
