All Intelligence

Tools

Security tooling releases, open-source projects, and defensive utilities.

35 items

informationalToolEmerging

OpenAI's GPT-5.5-Cyber expansion signals shift toward AI-assisted vulnerability discovery at scale

OpenAI is expanding its Daybreak initiative by releasing an improved GPT-5.5-Cyber model to trusted defenders for identifying and patching software vulnerabilities across large codebases. This represents a maturing capability in AI-assisted security testing that could reshape how organisations approach vulnerability discovery.

OpenAI Daybreak Initiative participants
informationalToolEmerging

AppOmni's Marlin AI automates SaaS misconfiguration investigation while preserving human control over remediation

AppOmni has released Marlin AI, a tool that autonomously investigates SaaS security misconfigurations and traces their blast radius across enterprise environments, stopping short of automatic remediation. This represents incremental progress in scaling SaaS security operations but raises questions about investigation accuracy and false positive rates.

SaaS platforms (general)
informationalToolResolved

NAKIVO v11.2 Adds Ransomware Defenses as Backup Vendors Race to Harden Against Attack Surface Expansion

NAKIVO released v11.2 with enhanced ransomware detection capabilities, faster replication, and support for vSphere 9 and Proxmox VE 9.0. This reflects the broader industry trend of backup vendors integrating proactive threat detection as ransomware operators increasingly target backup infrastructure.

NAKIVO Backup & Replication, VMware vSphere environments, Proxmox VE deployments
informationalToolResolved

Google deploys Gemini to raise the cost of ad fraud, but adversary adaptation remains the defining challenge

Google is expanding its use of Gemini AI models to detect and block malicious ads across its advertising platforms as threat actors refine evasion techniques. This represents an incremental defensive improvement in an ongoing arms race rather than a structural shift in ad ecosystem security.

Google Ads, Google Display Network, Google advertising platforms
highToolResolved

FBI-Indonesian coordination dismantles W3LL phishing platform, signalling escalated enforcement against phishing kit infrastructure

US and Indonesian authorities shut down the W3LL phishing service and arrested its developer in the first joint enforcement action targeting a phishing kit provider. This represents a shift toward coordinated international takedowns of infrastructure that enables mass credential theft campaigns.

Users of platforms targeted by W3LL phishing campaigns