deep
[DEEP RESEARCH] The account stealing your data may not be human
The user may start the incident. OAuth apps, tokens, and integrations can turn it into quiet, scalable data theft.
deep
The user may start the incident. OAuth apps, tokens, and integrations can turn it into quiet, scalable data theft.
weekly
Zero-click Zimbra access, exposed PLC tampering, and Teams-to-ransomware chains compress the defender’s window. Prioritize server logs, controller-change evidence, and external admin-surface discovery.
forecasts
We put a 30% chance on two public FCEB cases proving post-deadline edge exploitation by year-end.
forecasts
We put a 45% chance on a public case proving that stolen edge-appliance access survived remediation and enabled a later intrusion.
weekly
The perimeter kept the keys. Edge appliances and OT switches are becoming the shortest path from exposure to stolen identity and ransomware. The plumbing became the persistence layer.
gametheory
Nine actively exploited flaws show why patching closes an entry point—but not necessarily the incident.
gametheory
AI gateways are starting to concentrate credentials, logs, routing, quotas, and policy. That makes them worth watching now.
The certificate was real. The identity behind it was fraudulent—and the signing pipeline was rented to other criminals.
A forecast for when legacy VPN compatibility debt becomes ransomware access — and what to verify before certainty arrives.
A bad IP can be accurate and still tell the wrong story.
MCP is not just an AI security story. It may be the first real test of agent connector supply-chain risk.
The signal moves first.
OAuth consent made SaaS data theft look normal. Niche web plugins kept handing attackers first doors. OT debug ports reminded everyone that “engineering access” can age into exposure.
China-linked operators are turning compromised routers into relay logistics. The defender move is behavior over bad IPs.
Supply-chain attacks are becoming access pipelines. The defender move is to follow credentials, not just packages.
The boring stack moved. CUCM WebDialer. Splunk sidecar. Messaging recovery keys. Very normal. Very annoying.
The NetNut/Popa action matters. The harder question is whether the residential-proxy market reroutes.
Operation Endgame gave defenders a strong scoreboard: servers and domains actioned, millions of stolen credentials recovered, thousands of compromised websites remediated, and tens of millions in criminal crypto assets identified or restricted.
The control plane blinked. Management surfaces are still getting treated like furniture.
Cyber-enabled cargo theft is less about malware novelty and more about who gets trusted to move the load.
World Cup fraud shows why removing infrastructure is not the same as disrupting the operation.
Fortinet VPN portals are getting probed. npm installs can execute more than your build expected. And now the AI conversation is not “someday” — it is about compressed timelines.
The certificate was real. The identity behind it was fraudulent—and the signing pipeline was rented to other criminals.
A forecast for when legacy VPN compatibility debt becomes ransomware access — and what to verify before certainty arrives.