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AI code looks fine until the review starts

Software teams have spent the past year sorting through a rising volume of pull requests generated with help from AI coding tools. New research puts numbers behind what many reviewers have been seeing during work. The research comes from CodeRabbit and examines how AI co-authored code compares with human written code across hundreds of open source projects. The findings track issue volume, severity, and the kinds of problems that appear most often. The data shows … More → The post AI code looks fine until the review starts appeared first on Help Net Security.
http://news.poseidon-us.com/TPyxgw

Cloud security is stuck in slow motion

Cloud environments are moving faster than the systems meant to protect them. A new Palo Alto Networks study shows security teams struggling to keep up with development cycles, growing cloud sprawl, and attacker tactics that now compress breaches into minutes instead of weeks. Cloud serves as the default operating environment Production workloads now run primarily in cloud environments, with public cloud services carrying a growing share of sensitive systems and data. Enterprises rarely rely on … More → The post Cloud security is stuck in slow motion appeared first on Help Net Security.
http://news.poseidon-us.com/TPywGk

Cybersecurity jobs available right now: December 23, 2025

Application Security Architect ARRISE | UAE | Hybrid – View job details As an Application Security Architect, you will define and mature the application security architecture strategy, standards, and guardrails across products and platforms. You will lead threat modeling and architecture reviews for modern systems, including web, API, microservices, and cloud-native environments. You will oversee secure design and code reviews, vulnerability assessments, and partner with DevOps and engineering teams to embed security tools and controls … More → The post Cybersecurity jobs available right now: December 23, 2025 appeared first on Help Net Security.
http://news.poseidon-us.com/TPywG7

WatchGuard Firebox firewalls under attack (CVE-2025-14733)

More than 115,000 internet-facing WatchGuard Firebox firewalls may be vulnerable to compromise via CVE-2025-14733, a remote code execution vulnerability actively targeted by attackers, Shadowserver’s latest scanning reveals. About CVE-2025-14733 WatchGuard Firebox firewalls, which also incorporate VPN and unified threat management capabilities, are used by organizations around the world. The appliances run the Fireware OS, a network security operating system built on a hardened Linux-based kernel. WatchGuard disclosed CVE-2025-14733 on December 18, when it also revealed … More → The post WatchGuard Firebox firewalls under attack (CVE-2025-14733) appeared first on Help Net Security.
http://news.poseidon-us.com/TPyBtn

DIG AI: Uncensored darknet AI assistant at the service of criminals and terrorists

Resecurity has identified the emergence of uncensored darknet AI assistants, enabling threat actors to leverage advanced data processing capabilities for malicious purposes. One of these – DIG AI – was identified on September 29 of this year and has already gained popularity among cybercriminal and organized crime circles. During Q4 2025, our HUNTER team observed a notable increase in malicious actors’ utilizing DIG AI, accelerating during the Winter Holidays, when illegal activity worldwide reached a … More → The post DIG AI: Uncensored darknet AI assistant at the service of criminals and terrorists appeared first on Help Net Security.
http://news.poseidon-us.com/TPyBsw