GreyNoise and Blackpoint Cyber trace the new PaperCut auth-bypass chain to one scanning address running AI agents against schools, which turns an unpatched print server from a maintenance ticket into a credential incident.
Perspective Coverage
6 publishers
- Builder
- Builder 31%
- Operator
- Operator 57%
- Investor
- Investor 12%
Reality
- Evidence62
- Adoption38
- Hype gap+20
- Incentives40
- Confidence66
buildOne report1 publisher One system-prompt rule kept this local 27B from burning its whole context on a Splunk repair
A quantised 27B on one 16GB GPU audited a home Splunk and Sysmon install with nothing leaving the host. Its first repair attempt ran the 128K context window dry. A halt rule in the system prompt got it under control.
Reality
- Evidence38
- Adoption9
- Hype gap+22
- Incentives32
- Confidence44
The Gentlemen affiliates encrypt within a day of logging into a VPN with a stolen password
Sophos CTU reviewed 15 intrusions by GOLD SHERWOOD affiliates and found the same route each time: a working credential on a Fortinet SSL VPN with no MFA, then RDP into domain controllers within hours.
Reality
- Evidence64
- Adoption76
- Hype gap+12
- Incentives70
- Confidence58
Kimsuky adds Chrome Remote Desktop to a toolkit it never retires
ASEC says the North Korean group now installs Chrome Remote Desktop after AppleSeed lands, while its older VNC and RDP Wrapper activity keeps turning up in logs.
Publishers:asec.ahnlab.com
Reality
- Evidence62
- Adoption44
- Hype gap+8
- Incentives55
- Confidence58
Prevention back to 69%, and a 91-point gap inside one technique
Picus says its 338-million-simulation dataset shows prevention recovering. The same dataset shows one credential-dumping tool blocked 94% of the time by one route and 3% by another.
Reality
- Evidence32
- Adoption24
- Hype gap+32
- Incentives86
- Confidence38