Cybersecurity 2025: From Detection to Autonomous Response
Attacks targeting supply chains, threats to LLM systems, SOC automation, and strengthened cybersecurity resilience are emerging.
Increased attacks on software vendors and model providers represent a growing concern.
UEBA: Reducing False Positives by 26% with Behavioral Models
LLM-powered SOC assistants are enabling faster investigations and improved threat aggregation.
SBOM/Signatures: mitigating the risks of supply chain incidents.
Network/Endpoint Anomalies Based on Behavioral Models
Detecting malicious prompts and instruction substitutions is becoming increasingly sophisticated.
Protecting supply chains relies on SBOMs and artifact signatures.
Frequently asked questions
What are the costs associated with security incidents and recovery efforts?
Costs associated with security incidents and recovery efforts.
What is SOAR – Security Orchestration, Automation and Response?
SOAR – Security Orchestration, Automation and Response.
What does SBOM stand for – Software Bill of Materials?
SBOM – Software Bill of Materials.
Explain the concept of Zero Trust security – trust based on verification at every step?
Zero Trust security operates on the principle that no user or device should be automatically trusted, requiring verification at every stage of access.
▶ Try it live
Everything above runs in your browser — open Hash Function Avalanche Visualizer and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.