HiddenLayer's AI Security Research Team: Protecting Intelligent Systems

Some of the tactics that Frostbow has discovered through its ontology are now globally applied. This is the power of ontological AI in action. When our autonomous security platform identifies a novel attack pattern at one customer site, it doesn't just block it there. Frostbow understands the causal relationships behind the threat—the "why" and "how," not just the "what." That understanding gets promoted through our hierarchical neural ontology, where proven security concepts scale from individual networks to company-wide knowledge, and ultimately to our global threat intelligence layer. Every customer benefits from insights discovered across our entire deployment base. Traditional security tools learn correlations. Frostbow understands causation. That's why we're achieving a 99.6% alert closure rate while operating autonomously at machine speed. The future of cybersecurity is about understanding threats deeply enough to prevent them everywhere, automatically. #Cybersecurity #ThreatIntelligence #ArtificialIntelligence #OntologicalAI #AutonomousSecurity #EnterpriseSecurity #ThreatDetection #CyberDefense #SecurityAutomation #WomenInCybersecurity #WomenInTech #CanadianTech #Innovation

How do you build AI agents that provide ACTUAL value—without creating critical security holes? At Robost, we live at the intersection of SOTA research and real-world security. We integrate the latest frameworks to secure AI from prototype to production. A key concept is the "Agents Rule of Two" framework (popularized by Meta), which identifies a high-risk "trifecta" of agent capabilities: 1. Processing untrusted data 2. Accessing sensitive systems 3. Communicating externally The rule is simple: Choose Two. Follow Robost for more insights on building secure AI. Find the link in the comments! #AISecurity #AgentSecurity #RedTeaming #GenerativeAI #PromptInjection #Cybersecurity #LLM #Robost

🔒 AI-Enabled Cyber Attacks Are No Longer Theory — They’re Here. This week made one thing clear: AI is now automating large parts of the cyber-attack chain. Reconnaissance, exploit crafting, credential testing, social engineering — tasks that once took days are now executed in minutes, with AI learning and adapting on its own. This shift changes the cybersecurity equation completely. Attackers have gained speed, scale, and precision that were never possible before — and traditional defences simply can’t keep up. We’re officially entering an era of AI vs AI, where automated attacks will demand automated, intelligent defence systems. The real question for every organisation is simple: Are we prepared for threats that evolve at machine speed? #CyberSecurity #AI #AIAttacks #CyberThreats #TechLeadership #AIRevolution

🚀 The Intersection of AI Innovation & Cybersecurity: Harnessing AI to understand its dual-edge capabilities. Tools like Worm GPT, Chaos GPT, and Vuln GPT showcase how innovation intersects with security challenges. ✨ Key takeaways: With great power comes great responsibility; leveraging technology for progress requires ethical vigilance. 🌐 Mission: To empower cybersecurity professionals to anticipate and tackle emerging threats, ensuring a safer digital landscape for everyone. #AI #Cybersecurity #EthicalHacking #Innovation #TechForGood #DigitalSafety #CyberThreats #ArtificialIntelligence #Infosec

🤖 What is Artificial Intelligence? Think of it as machines that can “think” — systems capable of learning, reasoning, and making decisions just like humans. From analysing massive datasets to predicting future outcomes, AI is shaping the world of cybersecurity, automation, and innovation. Stay curious. Stay informed. Learn more at 🔗 https://lnkd.in/dvrWzs3p #InsideTraffic #ArtificialIntelligence #Cybersecurity #AI #MachineLearning #TechEducation #DigitalAwareness

📰Can AI Hunt Down Code Vulnerabilities? 🤔 OpenAI has unveiled Aardvark, a groundbreaking agent powered by its GPT-5 model. This "agentic security researcher" can autonomously scan, understand, and fix code flaws. Think of it as a human expert, but operating at lightning speed. Aardvark is designed to significantly help developers and security teams identify and address security vulnerabilities. It’s an exciting step forward in automating crucial security tasks. The autonomous agent represents a new frontier in AI-powered cybersecurity. Learn more: https://lnkd.in/gYc5Tzkj 📅 2025-10-31 ⏰ 17:19:00.000Z #Cyber_Trinity #CyberNews #AI #Cybersecurity #GPT5 #OpenAI #CodeSecurity #VulnerabilityDetection #Automation #TechNews Stay tuned for more updates! 📰OpenAI Unveils Aardvark: GPT-5 Agent That Finds and Fixes Code Flaws Automatically

🦎 We’ve been enhancing our AI tools for security testing, and they’re already exceeding our expectations. During his keynote at the AI Threat Research Summit, Pentera’s Founder and CTO, Dr. Arik Liberzon, will present his innovative concept of “Vibe Red Teaming” - a cutting-edge method that leverages natural language and agentic APIs for adaptive adversarial testing that grows with each interaction. 💻 Virtual & Free | 🎓 2 CPE credits Sign up today: https://okt.to/7y2oBr #AIThreatResearchSummit #CyberSecurity #Pentera

"Kicking off a critical weekly discussion: AI in Cybersecurity, Friend or Foe? Today, let's talk about the 'Friend.' We've long dreamed of an unbreachable digital fortress. With AI, that dream is rapidly becoming a reality. Imagine autonomous systems detecting zero-day threats in milliseconds, predicting attack vectors before they materialize, and orchestrating responses faster than any human team ever could. From advanced threat detection and behavioral analytics to intelligent anomaly identification and automated incident response, AI is revolutionizing our defensive posture. It's moving us from reactive firefighting to proactive, predictive security operations. But what's the most impactful AI defense mechanism you've seen or implemented? Where do you see its greatest promise? Join the conversation using #AIinCybersecurity #CyberResilience #FutureOfSecurity. Looking forward to your insights this week! #Cybersecurity #AI #GRC #InformationSecurity #DigitalTransformation"

🚀 Fixing AI Risks at Speed 🚀 In the 8th Edition of The Shield: Security Bulletin Guide 2025, we feature an insightful conversation with Luis Bretones, Channel Director: EMEA & APAC at Mend.io Luis shares powerful perspectives on how AI is transforming the way code is written and applications are built — and why security must evolve just as fast. 💡 “Security has to be developer-first and policy-strong to meet this new AI-driven reality.” 🔒 Discover more in The Shield: Security Bulletin Guide 2025! #CyberSecurity #AI #AppSecurity #Mendio #TheShield2025 #SoftwareSecurity #DevSecOps Luis Bretones Rahul A. Murali Vellat

🚀 Fixing AI Risks at Speed 🚀 In the 8th Edition of The Shield: Security Bulletin Guide 2025, we feature an insightful conversation with Luis Bretones, Channel Director: EMEA & APAC at Mend.io Luis shares powerful perspectives on how AI is transforming the way code is written and applications are built — and why security must evolve just as fast. 💡 “Security has to be developer-first and policy-strong to meet this new AI-driven reality.” 🔒 Discover more in The Shield: Security Bulletin Guide 2025! #CyberSecurity #AI #AppSecurity #Mendio #TheShield2025 #SoftwareSecurity #DevSecOps