Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

protecto

Agentic Data Classification: A New Architecture for Modern Data Protection

Jan 30, 2026 By Amar Kanagaraj In Protecto
In the evolving landscape of data protection and compliance, data classification is the bedrock of safe AI workflows. Yet legacy approaches rely on singular models that are fixed, rigid, and limited in context. Our agentic data classification approach reshapes this paradigm by not relying on any single model. Instead, we orchestrate a dynamic, intelligent layer that automatically selects the right model for the job.
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When Your AI Can't Be Trusted Anymore | IdentityShield '26

Jan 30, 2026 By miniOrange In miniOrange
What if your ML system is running perfectly—but making the wrong decisions? This talk explores Ransomware 3.0, where attackers poison models and pipelines instead of locking systems, and shows how AI‑augmented attacks bypass traditional security and how to defend against silent ML compromise. Speaker: Avinish Thakur Software Engineer, miniOrange Pune, India.
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CrowdStrike

How Agentic Tool Chain Attacks Threaten AI Agent Security

Jan 30, 2026 By Vanessa Villa In CrowdStrike
AI agents are rapidly transforming enterprise operations. Unlike traditional software that follows fixed code paths, AI agents interpret prompts, form plans, select tools, and react to results in a continuous loop. At the heart of this capability is the agent's ability to actively select and execute capabilities based on natural language descriptions, schemas, and examples.
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1Password

Security advisory for AI-assisted browsing interactions with the 1Password browser extension

Jan 30, 2026 By Andrew Hall and Drew Sen In 1Password
This advisory describes an ecosystem-level risk that emerges when AI agents are able to autonomously read and act on untrusted content while operating with user-level permissions in a web browser.
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gitguardian

Agentic AI and NonHuman Identities Demand a Paradigm Shift In Security: Lessons from NHIcon 2026

Jan 30, 2026 By Dwayne McDaniel In GitGuardian
In the race to innovate, software has repeatedly reinvented how we define identity, trust, and access. In the 1990's, the web made every server a perimeter. In the 2010's, the cloud made every identity a workload. Here in 2026, agentic AI makes every action autonomous.
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Featured Post
AI for Security Infrastructure: Rebalancing Cybersecurity for the Decade Ahead

AI for Security Infrastructure: Rebalancing Cybersecurity for the Decade Ahead

Jan 29, 2026 By Garrett Hamilton, CEO and Co-Founder In Reach Security
For more than a decade, cybersecurity has been shaped by a single doctrine: assume breach. Facing high-volume, relentless, and diverse attacks, the security industry has been forced into a reactive stance, playing a constant game of whack-a-mole in a nonstop damage-limitation exercise. This has driven major investment in detection, response, and recovery, and created a world in which organizations are better at reacting to incidents than at preventing them in the first place.
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Episode 7 - Practical AI for Zeek, MITRE, and Security Docs

Jan 29, 2026 By Corelight In Corelight
In Episode 7 of Corelight DefeNDRs, join me, Richard Bejtlich, as I sit down with Dr. Keith Jones, Corelight's principal security researcher, to discuss the practical applications of AI in enhancing network security. We delve into how large language models (LLMs) can assist in cleaning up documentation and generating Zeek scripts, sharing insights from our extensive experience in incident response and coding. Keith reveals the challenges and successes he has encountered using LLMs to streamline processes, including their role in analyzing MITRE techniques.
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cloudflare

Introducing Moltworker: a self-hosted personal AI agent, minus the minis

Jan 29, 2026 By Celso Martinho In Cloudflare
The Internet woke up this week to a flood of people buying Mac minis to run Moltbot (formerly Clawdbot), an open-source, self-hosted AI agent designed to act as a personal assistant. Moltbot runs in the background on a user's own hardware, has a sizable and growing list of integrations for chat applications, AI models, and other popular tools, and can be controlled remotely. Moltbot can help you with your finances, social media, organize your day — all through your favorite messaging app.
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salt security

Measuring Agentic AI Posture: A New Metric for CISOs

Jan 29, 2026 By Eric Schwake In Salt Security
In cybersecurity, we live by our metrics. We measure Mean Time to Respond (MTTR), Dwell Time, and Patch Cadence. These numbers indicate to the Board how quickly we respond when issues arise. But in the era of Agentic AI, reaction speed is no longer enough. When an AI Agent or an MCP server is compromised, data exfiltration happens in milliseconds rather than days. If you are waiting for an incident to measure your success, you have already lost.
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