cybersecurity

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5 Startup Sectors Seeing Big Funding Growth

Last year, AI grabbed half of venture dollars globally. But the sector’s blockbuster growth hasn’t necessarily come at the expense of other startup industries. Rather, areas that benefit from AI-driven automation such as legal tech, or that combine AI software with physical tech, like robotics and defense tech, are seeing record-high funding levels as well, […]

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Microsoft unveils method to detect sleeper agent backdoors

Researchers from Microsoft have unveiled a scanning method to identify poisoned models without knowing the trigger or intended outcome. Organisations integrating open-weight large language models (LLMs) face a specific supply chain vulnerability where distinct memory leaks and internal attention patterns expose hidden threats known as “sleeper agents”. These poisoned models contain backdoors that lie dormant

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Combing the Rackspace blogfiles for operational AI pointers

In a recent blog output, Rackspace refers to the bottlenecks familiar to many readers: messy data, unclear ownership, governance gaps, and the cost of running models once they become part of production. The company frames them through the lens of service delivery, security operations, and cloud modernisation, which tells you where it is putting its

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The Week’s 10 Biggest Funding Rounds: AI Megadeals Dominate Again

Want to keep track of the largest startup funding deals in 2025 with our curated list of $100 million-plus venture deals to U.S.-based companies? Check out The Crunchbase Megadeals Board. This is a weekly feature that runs down the week’s top 10 announced funding rounds in the U.S. Check out last week’s biggest funding deal

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SpaceX Vaults To Top Of The List As 23 Companies Join Unicorn Board In December

The momentum of new unicorn creation picked up in the final months of 2025, with the fourth quarter showing the highest count of newly minted billion–dollar-plus valued companies since Q2 2022. In December alone, 23 companies joined The Crunchbase Unicorn Board, more than doubling the count from a year ago. The value of the unicorn

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It Was A Big Year For Cybersecurity

Cybersecurity startup investment for 2025 hit the highest level in three years, bolstered by big rounds for AI-focused companies in the space. Overall, investors put $18 billion into seed- through growth-stage rounds for companies in Crunchbase security and privacy categories last year. That’s up about 26% from 2024, with particularly pronounced growth at early stage.

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Crunchbase Predicts: 15 Companies That Could Go Public In 2026 As The IPO Market Gains Momentum

Editor’s note: This article is part of our 2026 forecast coverage. See our IPO market outlook here, our startup M&A forecast here, and our venture investment outlook here. After a prolonged slowdown, the IPO market is showing clearer signs of life. As our 2026 IPO outlook forecast details, improving public-market conditions, stabilizing interest rates and

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MIT scientists investigate memorization risk in the age of clinical AI

What is patient privacy for? The Hippocratic Oath, thought to be one of the earliest and most widely known medical ethics texts in the world, reads: “Whatever I see or hear in the lives of my patients, whether in connection with my professional practice or not, which ought not to be spoken of outside, I

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iOS 18.3.2: Apple’s Surprise Update Tackles a Critical Security Flaw

In an unexpected move, Apple has rolled out iOS 18.3.2, a crucial security update for iPhone users worldwide. Released on March 12, 2025, this update addresses a significant vulnerability in the WebKit engine powering Safari, which could have allowed hackers to exploit malicious web content and gain remote access to your device. If you haven’t…

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Sequence Feature Extraction for Malware Family Analysis via Graph Neural Network

Malicious software (malware) causes much harm to our devices and life. We are eager to understand the malware behavior and the threat it made. Most of the record files of malware are variable length and text-based files with time stamps, such as event log data and dynamic analysis profiles. Using the time stamps, we can

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